Audio assisted enrollment

Information

  • Patent Grant
  • 12124770
  • Patent Number
    12,124,770
  • Date Filed
    Thursday, August 24, 2023
    a year ago
  • Date Issued
    Tuesday, October 22, 2024
    13 hours ago
  • Inventors
    • Cohen; Sawyer I. (Menlo Park, CA, US)
    • Crosby; Justin D. (Cupertino, CA, US)
    • Dave; Ruchir M. (San Jose, CA, US)
    • Johnson; Martin E. (Los Gatos, CA, US)
    • Pope; Benjamin J. (Woodside, CA, US)
    • Satongar; Darius A.
  • Original Assignees
  • Examiners
    • Werner; Brian
    Agents
    • DLA Piper LLP (US)
Abstract
The present disclosure generally relates techniques for audio-assisted enrollment of biometric features. In some embodiments, methods and devices for assisting users with enrollment of biometric features, using spatial audio cues, are described.
Description
FIELD

The present disclosure relates generally to computer user interfaces, and more specifically to techniques for audio-assisted enrollment of biometric features.


BACKGROUND

Humans can locate sounds in three dimensions (above and below, front and rear, and side to side). Different techniques can be used to modify audio such that a listener perceives the audio that a device creates as coming from a particular point in space. The listener's perception can be used to guide user input, including user input during a biometric enrollment process.


BRIEF SUMMARY

Some techniques for biometric enrollment (e.g., enrollment of a user's face) using electronic devices, however, are generally cumbersome and inefficient. For example, some existing techniques use a complex and time-consuming user interface, which may lead to user-error. Existing techniques require more time than necessary, wasting user time and device energy. This latter consideration is particularly important in battery-operated devices.


Accordingly, the present technique provides electronic devices with faster, more efficient methods and interfaces for biometric enrollment. Such methods and interfaces optionally complement or replace other methods for biometric enrollment. Such methods and interfaces reduce the cognitive burden on a user and produce a more efficient human-machine interface. For battery-operated computing devices, such methods and interfaces conserve power (e.g., by reducing power consumption by processor(s) and display(s) of the devices) and increase the time between battery charges.


In accordance with some embodiments, a method performed at an electronic device having one or more biometric sensors, and operably connected to a first speaker and a second speaker is described. The method includes: while detecting that a biometric feature is in a first orientation, relative to the one or more biometric sensors, that does not meet a first enrollment criteria, producing audio in a first audio production mode, wherein audio produced in the first audio production mode is generated so as to simulate audio being produced from a first location that is not a location of the one or more biometric sensors and is not a location of the first speaker or the second speaker; while the electronic device remains in the first audio production mode: detecting a change in orientation of the biometric feature relative to the one or more biometric sensors from the first orientation to a second orientation; and in accordance with a determination that the second orientation of the biometric feature meets the first enrollment criteria: storing first image data corresponding to the biometric feature from the one or biometric sensors captured while the biometric feature is in the second orientation; and producing audio in a second audio production mode, wherein audio produced in the second audio production mode is generated so as to simulate audio being produced from a second location that is not the location of the one or more biometric sensors and is not the location of the first speaker or the second speaker, wherein the first location is different from the second location.


In accordance with some embodiments, a non-transitory computer-readable storage medium is described. The non-transitory storage medium stores one or more programs configured to be executed by one or more processors of an electronic device having one or more biometric sensors, and operably connected to a first speaker and a second speaker. The one or more programs including instructions for: while detecting that a biometric feature is in a first orientation, relative to the one or more biometric sensors, that does not meet a first enrollment criteria, producing audio in a first audio production mode, wherein audio produced in the first audio production mode is generated so as to simulate audio being produced from a first location that is not a location of the one or more biometric sensors and is not a location of the first speaker or the second speaker; and while the electronic device remains in the first audio production mode: detecting a change in orientation of the biometric feature relative to the one or more biometric sensors from the first orientation to a second orientation; and in accordance with a determination that the second orientation of the biometric feature meets the first enrollment criteria: storing first image data corresponding to the biometric feature from the one or biometric sensors captured while the biometric feature is in the second orientation; and producing audio in a second audio production mode, wherein audio produced in the second audio production mode is generated so as to simulate audio being produced from a second location that is not the location of the one or more biometric sensors and is not the location of the first speaker or the second speaker, wherein the first location is different from the second location.


In accordance with some embodiments, a transitory computer-readable storage medium is described. The transitory storage medium stores one or more programs configured to be executed by one or more processors of an electronic device having one or more biometric sensors, and operably connected to a first speaker and a second speaker. The one or more programs including instructions for: while detecting that a biometric feature is in a first orientation, relative to the one or more biometric sensors, that does not meet a first enrollment criteria, producing audio in a first audio production mode, wherein audio produced in the first audio production mode is generated so as to simulate audio being produced from a first location that is not a location of the one or more biometric sensors and is not a location of the first speaker or the second speaker; and while the electronic device remains in the first audio production mode: detecting a change in orientation of the biometric feature relative to the one or more biometric sensors from the first orientation to a second orientation; and in accordance with a determination that the second orientation of the biometric feature meets the first enrollment criteria: storing first image data corresponding to the biometric feature from the one or biometric sensors captured while the biometric feature is in the second orientation; and producing audio in a second audio production mode, wherein audio produced in the second audio production mode is generated so as to simulate audio being produced from a second location that is not the location of the one or more biometric sensors and is not the location of the first speaker or the second speaker, wherein the first location is different from the second location.


In accordance with some embodiments, an electronic device including: one or more biometric sensors; one or more processors operably connected to a first speaker and second speaker; and memory storing one or more programs configured to be executed by the one or more processors is described. The one or more programs including instructions for: while detecting that a biometric feature is in a first orientation, relative to the one or more biometric sensors, that does not meet a first enrollment criteria, producing audio in a first audio production mode, wherein audio produced in the first audio production mode is generated so as to simulate audio being produced from a first location that is not a location of the one or more biometric sensors and is not a location of the first speaker or the second speaker; and while the electronic device remains in the first audio production mode: detecting a change in orientation of the biometric feature relative to the one or more biometric sensors from the first orientation to a second orientation; and in accordance with a determination that the second orientation of the biometric feature meets the first enrollment criteria: storing first image data corresponding to the biometric feature from the one or biometric sensors captured while the biometric feature is in the second orientation; and producing audio in a second audio production mode, wherein audio produced in the second audio production mode is generated so as to simulate audio being produced from a second location that is not the location of the one or more biometric sensors and is not the location of the first speaker or the second speaker, wherein the first location is different from the second location.


In accordance with some embodiments, an electronic device is described. The electronic device include: one or more biometric sensors; one or more processors operably connected to a first speaker and a second speaker; means for producing audio in a first audio production mode, while detecting that a biometric feature is in a first orientation, relative to the one or more biometric sensors, that does not meet a first enrollment criteria, wherein audio produced in the first audio production mode is generated so as to simulate audio being produced from a first location that is not a location of the one or more biometric sensors and is not a location of the first speaker or the second speaker; means for detecting, while the electronic device remains in the first audio production mode, a change in orientation of the biometric feature relative to the one or more biometric sensors from the first orientation to a second orientation; means for storing, while the electronic device remains in the first audio production mode and in accordance with a determination that the second orientation of the biometric feature meets the first enrollment criteria, first image data corresponding to the biometric feature from the one or biometric sensors captured while the biometric feature is in the second orientation; and means for producing, while the electronic device remains in the first audio production mode and in accordance with a determination that the second orientation of the biometric feature meets the first enrollment criteria, audio in a second audio production mode, wherein audio produced in the second audio production mode is generated so as to simulate audio being produced from a second location that is not the location of the one or more biometric sensors and is not the location of the first speaker or the second speaker, wherein the first location is different from the second location.


Executable instructions for performing these functions are, optionally, included in a non-transitory computer-readable storage medium or other computer program product configured for execution by one or more processors. Executable instructions for performing these functions are, optionally, included in a transitory computer-readable storage medium or other computer program product configured for execution by one or more processors.


Thus, devices are provided with faster, more efficient methods and interfaces for audio-assisted enrollment of biometric features, thereby increasing the effectiveness, efficiency, and user satisfaction with such devices. Such methods and interfaces may complement or replace other methods for audio-assisted enrollment of biometric features.





DESCRIPTION OF THE FIGURES

For a better understanding of the various described embodiments, reference should be made to the Description of Embodiments below, in conjunction with the following drawings in which like reference numerals refer to corresponding parts throughout the figures.



FIG. 1A is a block diagram illustrating a portable multifunction device with a touch-sensitive display in accordance with some embodiments.



FIG. 1B is a block diagram illustrating exemplary components for event handling in accordance with some embodiments.



FIG. 2 illustrates a portable multifunction device having a touch screen in accordance with some embodiments.



FIG. 3 is a block diagram of an exemplary multifunction device with a display and a touch-sensitive surface in accordance with some embodiments.



FIG. 4A illustrates an exemplary user interface for a menu of applications on a portable multifunction device in accordance with some embodiments.



FIG. 4B illustrates an exemplary user interface for a multifunction device with a touch-sensitive surface that is separate from the display in accordance with some embodiments.



FIG. 5A illustrates a personal electronic device in accordance with some embodiments.



FIG. 5B is a block diagram illustrating a personal electronic device in accordance with some embodiments.



FIGS. 6A-6K illustrate exemplary techniques for audio-assisted biometric enrollment, in accordance with some embodiments.



FIGS. 7A-7D illustrate exemplary techniques for audio-assisted biometric enrollment, in accordance with some embodiments.



FIGS. 8A-8C illustrate exemplary techniques for audio-assisted biometric enrollment, in accordance with some embodiments.



FIGS. 9A-9C is a flow diagram illustrating a method for audio-assisted biometric enrollment in accordance with some embodiments.





DESCRIPTION OF EMBODIMENTS

The following description sets forth exemplary methods, parameters, and the like. It should be recognized, however, that such description is not intended as a limitation on the scope of the present disclosure but is instead provided as a description of exemplary embodiments.


There is a need for electronic devices that provide efficient methods and interfaces for audio-assisted enrollment of one or more biometric features, such as a user's face or a user's eye (e.g., iris). For example, spatial audio can provide users with contextual awareness of the state of the electronic device, particularly the state of a biometric enrollment process of the electronic device. Such techniques can reduce the cognitive burden on a user while enrolling biometric features, thereby enhancing productivity. Further, such techniques can reduce processor and battery power otherwise wasted on redundant user inputs or enrollment attempts.


Below, FIGS. 1A-1B, 2, 3, 4A-4B, and 5A-5B provide a description of exemplary devices for performing the techniques for managing event notifications. FIGS. 6A-6K, 7A-7D, and 8A-8C illustrate exemplary user interfaces for audio-assisted enrollment of one or more biometric features. FIGS. 9A-9C is a flow diagram illustrating methods of audio-assisted enrollment of one or more biometric features in accordance with some embodiments. The user interfaces in FIGS. 6A-6K, 7A-7D, and 8A-8C are used to illustrate the processes described below, including the processes in FIGS. 9A-9C.


Although the following description uses terms “first,” “second,” etc. to describe various elements, these elements should not be limited by the terms. These terms are only used to distinguish one element from another. For example, a first touch could be termed a second touch, and, similarly, a second touch could be termed a first touch, without departing from the scope of the various described embodiments. The first touch and the second touch are both touches, but they are not the same touch.


The terminology used in the description of the various described embodiments herein is for the purpose of describing particular embodiments only and is not intended to be limiting. As used in the description of the various described embodiments and the appended claims, the singular forms “a,” “an,” and “the” are intended to include the plural forms as well, unless the context clearly indicates otherwise. It will also be understood that the term “and/or” as used herein refers to and encompasses any and all possible combinations of one or more of the associated listed items. It will be further understood that the terms “includes,” “including,” “comprises,” and/or “comprising,” when used in this specification, specify the presence of stated features, integers, steps, operations, elements, and/or components, but do not preclude the presence or addition of one or more other features, integers, steps, operations, elements, components, and/or groups thereof.


The term “if” is, optionally, construed to mean “when” or “upon” or “in response to determining” or “in response to detecting,” depending on the context. Similarly, the phrase “if it is determined” or “if [a stated condition or event] is detected” is, optionally, construed to mean “upon determining” or “in response to determining” or “upon detecting [the stated condition or event]” or “in response to detecting [the stated condition or event],” depending on the context.


Embodiments of electronic devices, user interfaces for such devices, and associated processes for using such devices are described. In some embodiments, the device is a portable communications device, such as a mobile telephone, that also contains other functions, such as PDA and/or music player functions. Exemplary embodiments of portable multifunction devices include, without limitation, the iPhone®, iPod Touch®, and iPad® devices from Apple Inc. of Cupertino, California. Other portable electronic devices, such as laptops or tablet computers with touch-sensitive surfaces (e.g., touch screen displays and/or touchpads), are, optionally, used. It should also be understood that, in some embodiments, the device is not a portable communications device, but is a desktop computer with a touch-sensitive surface (e.g., a touch screen display and/or a touchpad).


In the discussion that follows, an electronic device that includes a display and a touch-sensitive surface is described. It should be understood, however, that the electronic device optionally includes one or more other physical user-interface devices, such as a physical keyboard, a mouse, and/or a joystick.


The device typically supports a variety of applications, such as one or more of the following: a drawing application, a presentation application, a word processing application, a website creation application, a disk authoring application, a spreadsheet application, a gaming application, a telephone application, a video conferencing application, an e-mail application, an instant messaging application, a workout support application, a photo management application, a digital camera application, a digital video camera application, a web browsing application, a digital music player application, and/or a digital video player application.


The various applications that are executed on the device optionally use at least one common physical user-interface device, such as the touch-sensitive surface. One or more functions of the touch-sensitive surface as well as corresponding information displayed on the device are, optionally, adjusted and/or varied from one application to the next and/or within a respective application. In this way, a common physical architecture (such as the touch-sensitive surface) of the device optionally supports the variety of applications with user interfaces that are intuitive and transparent to the user.


Attention is now directed toward embodiments of portable devices with touch-sensitive displays. FIG. 1A is a block diagram illustrating portable multifunction device 100 with touch-sensitive display system 112 in accordance with some embodiments. Touch-sensitive display 112 is sometimes called a “touch screen” for convenience and is sometimes known as or called a “touch-sensitive display system.” Device 100 includes memory 102 (which optionally includes one or more computer-readable storage mediums), memory controller 122, one or more processing units (CPUs) 120, peripherals interface 118, RF circuitry 108, audio circuitry 110, speaker 111, microphone 113, input/output (I/O) subsystem 106, other input control devices 116, and external port 124. Device 100 optionally includes one or more optical sensors 164. Device 100 optionally includes one or more contact intensity sensors 165 for detecting intensity of contacts on device 100 (e.g., a touch-sensitive surface such as touch-sensitive display system 112 of device 100). Device 100 optionally includes one or more tactile output generators 167 for generating tactile outputs on device 100 (e.g., generating tactile outputs on a touch-sensitive surface such as touch-sensitive display system 112 of device 100 or touchpad 355 of device 300). These components optionally communicate over one or more communication buses or signal lines 103.


As used in the specification and claims, the term “intensity” of a contact on a touch-sensitive surface refers to the force or pressure (force per unit area) of a contact (e.g., a finger contact) on the touch-sensitive surface, or to a substitute (proxy) for the force or pressure of a contact on the touch-sensitive surface. The intensity of a contact has a range of values that includes at least four distinct values and more typically includes hundreds of distinct values (e.g., at least 256). Intensity of a contact is, optionally, determined (or measured) using various approaches and various sensors or combinations of sensors. For example, one or more force sensors underneath or adjacent to the touch-sensitive surface are, optionally, used to measure force at various points on the touch-sensitive surface. In some implementations, force measurements from multiple force sensors are combined (e.g., a weighted average) to determine an estimated force of a contact. Similarly, a pressure-sensitive tip of a stylus is, optionally, used to determine a pressure of the stylus on the touch-sensitive surface. Alternatively, the size of the contact area detected on the touch-sensitive surface and/or changes thereto, the capacitance of the touch-sensitive surface proximate to the contact and/or changes thereto, and/or the resistance of the touch-sensitive surface proximate to the contact and/or changes thereto are, optionally, used as a substitute for the force or pressure of the contact on the touch-sensitive surface. In some implementations, the substitute measurements for contact force or pressure are used directly to determine whether an intensity threshold has been exceeded (e.g., the intensity threshold is described in units corresponding to the substitute measurements). In some implementations, the substitute measurements for contact force or pressure are converted to an estimated force or pressure, and the estimated force or pressure is used to determine whether an intensity threshold has been exceeded (e.g., the intensity threshold is a pressure threshold measured in units of pressure). Using the intensity of a contact as an attribute of a user input allows for user access to additional device functionality that may otherwise not be accessible by the user on a reduced-size device with limited real estate for displaying affordances (e.g., on a touch-sensitive display) and/or receiving user input (e.g., via a touch-sensitive display, a touch-sensitive surface, or a physical/mechanical control such as a knob or a button).


As used in the specification and claims, the term “tactile output” refers to physical displacement of a device relative to a previous position of the device, physical displacement of a component (e.g., a touch-sensitive surface) of a device relative to another component (e.g., housing) of the device, or displacement of the component relative to a center of mass of the device that will be detected by a user with the user's sense of touch. For example, in situations where the device or the component of the device is in contact with a surface of a user that is sensitive to touch (e.g., a finger, palm, or other part of a user's hand), the tactile output generated by the physical displacement will be interpreted by the user as a tactile sensation corresponding to a perceived change in physical characteristics of the device or the component of the device. For example, movement of a touch-sensitive surface (e.g., a touch-sensitive display or trackpad) is, optionally, interpreted by the user as a “down click” or “up click” of a physical actuator button. In some cases, a user will feel a tactile sensation such as an “down click” or “up click” even when there is no movement of a physical actuator button associated with the touch-sensitive surface that is physically pressed (e.g., displaced) by the user's movements. As another example, movement of the touch-sensitive surface is, optionally, interpreted or sensed by the user as “roughness” of the touch-sensitive surface, even when there is no change in smoothness of the touch-sensitive surface. While such interpretations of touch by a user will be subject to the individualized sensory perceptions of the user, there are many sensory perceptions of touch that are common to a large majority of users. Thus, when a tactile output is described as corresponding to a particular sensory perception of a user (e.g., an “up click,” a “down click,” “roughness”), unless otherwise stated, the generated tactile output corresponds to physical displacement of the device or a component thereof that will generate the described sensory perception for a typical (or average) user.


It should be appreciated that device 100 is only one example of a portable multifunction device, and that device 100 optionally has more or fewer components than shown, optionally combines two or more components, or optionally has a different configuration or arrangement of the components. The various components shown in FIG. 1A are implemented in hardware, software, or a combination of both hardware and software, including one or more signal processing and/or application-specific integrated circuits.


Memory 102 optionally includes high-speed random access memory and optionally also includes non-volatile memory, such as one or more magnetic disk storage devices, flash memory devices, or other non-volatile solid-state memory devices. Memory controller 122 optionally controls access to memory 102 by other components of device 100.


Peripherals interface 118 can be used to couple input and output peripherals of the device to CPU 120 and memory 102. The one or more processors 120 run or execute various software programs and/or sets of instructions stored in memory 102 to perform various functions for device 100 and to process data. In some embodiments, peripherals interface 118, CPU 120, and memory controller 122 are, optionally, implemented on a single chip, such as chip 104. In some other embodiments, they are, optionally, implemented on separate chips.


RF (radio frequency) circuitry 108 receives and sends RF signals, also called electromagnetic signals. RF circuitry 108 converts electrical signals to/from electromagnetic signals and communicates with communications networks and other communications devices via the electromagnetic signals. RF circuitry 108 optionally includes well-known circuitry for performing these functions, including but not limited to an antenna system, an RF transceiver, one or more amplifiers, a tuner, one or more oscillators, a digital signal processor, a CODEC chipset, a subscriber identity module (SIM) card, memory, and so forth. RF circuitry 108 optionally communicates with networks, such as the Internet, also referred to as the World Wide Web (WWW), an intranet and/or a wireless network, such as a cellular telephone network, a wireless local area network (LAN) and/or a metropolitan area network (MAN), and other devices by wireless communication. The RF circuitry 108 optionally includes well-known circuitry for detecting near field communication (NFC) fields, such as by a short-range communication radio. The wireless communication optionally uses any of a plurality of communications standards, protocols, and technologies, including but not limited to Global System for Mobile Communications (GSM), Enhanced Data GSM Environment (EDGE), high-speed downlink packet access (HSDPA), high-speed uplink packet access (HSUPA), Evolution, Data-Only (EV-DO), HSPA, HSPA+, Dual-Cell HSPA (DC-HSPDA), long term evolution (LTE), near field communication (NFC), wideband code division multiple access (W-CDMA), code division multiple access (CDMA), time division multiple access (TDMA), Bluetooth, Bluetooth Low Energy (BTLE), Wireless Fidelity (Wi-Fi) (e.g., IEEE 802.11a, IEEE 802.11b, IEEE 802.11g, IEEE 802.11n, and/or IEEE 802.11ac), voice over Internet Protocol (VoIP), Wi-MAX, a protocol for e-mail (e.g., Internet message access protocol (IMAP) and/or post office protocol (POP)), instant messaging (e.g., extensible messaging and presence protocol (XMPP), Session Initiation Protocol for Instant Messaging and Presence Leveraging Extensions (SIMPLE), Instant Messaging and Presence Service (IMPS)), and/or Short Message Service (SMS), or any other suitable communication protocol, including communication protocols not yet developed as of the filing date of this document.


Audio circuitry 110, speaker 111, and microphone 113 provide an audio interface between a user and device 100. Audio circuitry 110 receives audio data from peripherals interface 118, converts the audio data to an electrical signal, and transmits the electrical signal to speaker 111. Speaker 111 converts the electrical signal to human-audible sound waves. Audio circuitry 110 also receives electrical signals converted by microphone 113 from sound waves. Audio circuitry 110 converts the electrical signal to audio data and transmits the audio data to peripherals interface 118 for processing. Audio data is, optionally, retrieved from and/or transmitted to memory 102 and/or RF circuitry 108 by peripherals interface 118. In some embodiments, audio circuitry 110 also includes a headset jack (e.g., 212, FIG. 2). The headset jack provides an interface between audio circuitry 110 and removable audio input/output peripherals, such as output-only headphones or a headset with both output (e.g., a headphone for one or both ears) and input (e.g., a microphone).


I/O subsystem 106 couples input/output peripherals on device 100, such as touch screen 112 and other input control devices 116, to peripherals interface 118. I/O subsystem 106 optionally includes display controller 156, optical sensor controller 158, depth camera controller 169, intensity sensor controller 159, haptic feedback controller 161, and one or more input controllers 160 for other input or control devices. The one or more input controllers 160 receive/send electrical signals from/to other input control devices 116. The other input control devices 116 optionally include physical buttons (e.g., push buttons, rocker buttons, etc.), dials, slider switches, joysticks, click wheels, and so forth. In some alternate embodiments, input controller(s) 160 are, optionally, coupled to any (or none) of the following: a keyboard, an infrared port, a USB port, and a pointer device such as a mouse. The one or more buttons (e.g., 208, FIG. 2) optionally include an up/down button for volume control of speaker 111 and/or microphone 113. The one or more buttons optionally include a push button (e.g., 206, FIG. 2).


A quick press of the push button optionally disengages a lock of touch screen 112 or optionally begins a process that uses gestures on the touch screen to unlock the device, as described in U.S. patent application Ser. No. 11/322,549, “Unlocking a Device by Performing Gestures on an Unlock Image,” filed Dec. 23, 2005, U.S. Pat. No. 7,657,849, which is hereby incorporated by reference in its entirety. A longer press of the push button (e.g., 206) optionally turns power to device 100 on or off. The functionality of one or more of the buttons are, optionally, user-customizable. Touch screen 112 is used to implement virtual or soft buttons and one or more soft keyboards.


Touch-sensitive display 112 provides an input interface and an output interface between the device and a user. Display controller 156 receives and/or sends electrical signals from/to touch screen 112. Touch screen 112 displays visual output to the user. The visual output optionally includes graphics, text, icons, video, and any combination thereof (collectively termed “graphics”). In some embodiments, some or all of the visual output optionally corresponds to user-interface objects.


Touch screen 112 has a touch-sensitive surface, sensor, or set of sensors that accepts input from the user based on haptic and/or tactile contact. Touch screen 112 and display controller 156 (along with any associated modules and/or sets of instructions in memory 102) detect contact (and any movement or breaking of the contact) on touch screen 112 and convert the detected contact into interaction with user-interface objects (e.g., one or more soft keys, icons, web pages, or images) that are displayed on touch screen 112. In an exemplary embodiment, a point of contact between touch screen 112 and the user corresponds to a finger of the user.


Touch screen 112 optionally uses LCD (liquid crystal display) technology, LPD (light emitting polymer display) technology, or LED (light emitting diode) technology, although other display technologies are used in other embodiments. Touch screen 112 and display controller 156 optionally detect contact and any movement or breaking thereof using any of a plurality of touch sensing technologies now known or later developed, including but not limited to capacitive, resistive, infrared, and surface acoustic wave technologies, as well as other proximity sensor arrays or other elements for determining one or more points of contact with touch screen 112. In an exemplary embodiment, projected mutual capacitance sensing technology is used, such as that found in the iPhone® and iPod Touch® from Apple Inc. of Cupertino, California.


A touch-sensitive display in some embodiments of touch screen 112 is, optionally, analogous to the multi-touch sensitive touchpads described in the following U.S. Pat. No. 6,323,846 (Westerman et al.), U.S. Pat. No. 6,570,557 (Westerman et al.), and/or U.S. Pat. No. 6,677,932 (Westerman), and/or U.S. Patent Publication 2002/0015024A1, each of which is hereby incorporated by reference in its entirety. However, touch screen 112 displays visual output from device 100, whereas touch-sensitive touchpads do not provide visual output.


A touch-sensitive display in some embodiments of touch screen 112 is described in the following applications: (1) U.S. patent application Ser. No. 11/381,313, “Multipoint Touch Surface Controller,” filed May 2, 2006; (2) U.S. patent application Ser. No. 10/840,862, “Multipoint Touchscreen,” filed May 6, 2004; (3) U.S. patent application Ser. No. 10/903,964, “Gestures For Touch Sensitive Input Devices,” filed Jul. 30, 2004; (4) U.S. patent application Ser. No. 11/048,264, “Gestures For Touch Sensitive Input Devices,” filed Jan. 31, 2005; (5) U.S. patent application Ser. No. 11/038,590, “Mode-Based Graphical User Interfaces For Touch Sensitive Input Devices,” filed Jan. 18, 2005; (6) U.S. patent application Ser. No. 11/228,758, “Virtual Input Device Placement On A Touch Screen User Interface,” filed Sep. 16, 2005; (7) U.S. patent application Ser. No. 11/228,700, “Operation Of A Computer With A Touch Screen Interface,” filed Sep. 16, 2005; (8) U.S. patent application Ser. No. 11/228,737, “Activating Virtual Keys Of A Touch-Screen Virtual Keyboard,” filed Sep. 16, 2005; and (9) U.S. patent application Ser. No. 11/367,749, “Multi-Functional Hand-Held Device,” filed Mar. 3, 2006. All of these applications are incorporated by reference herein in their entirety.


Touch screen 112 optionally has a video resolution in excess of 100 dpi. In some embodiments, the touch screen has a video resolution of approximately 160 dpi. The user optionally makes contact with touch screen 112 using any suitable object or appendage, such as a stylus, a finger, and so forth. In some embodiments, the user interface is designed to work primarily with finger-based contacts and gestures, which can be less precise than stylus-based input due to the larger area of contact of a finger on the touch screen. In some embodiments, the device translates the rough finger-based input into a precise pointer/cursor position or command for performing the actions desired by the user.


In some embodiments, in addition to the touch screen, device 100 optionally includes a touchpad for activating or deactivating particular functions. In some embodiments, the touchpad is a touch-sensitive area of the device that, unlike the touch screen, does not display visual output. The touchpad is, optionally, a touch-sensitive surface that is separate from touch screen 112 or an extension of the touch-sensitive surface formed by the touch screen.


Device 100 also includes power system 162 for powering the various components. Power system 162 optionally includes a power management system, one or more power sources (e.g., battery, alternating current (AC)), a recharging system, a power failure detection circuit, a power converter or inverter, a power status indicator (e.g., a light-emitting diode (LED)) and any other components associated with the generation, management and distribution of power in portable devices.


Device 100 optionally also includes one or more optical sensors 164. FIG. 1A shows an optical sensor coupled to optical sensor controller 158 in I/O subsystem 106. Optical sensor 164 optionally includes charge-coupled device (CCD) or complementary metal-oxide semiconductor (CMOS) phototransistors. Optical sensor 164 receives light from the environment, projected through one or more lenses, and converts the light to data representing an image. In conjunction with imaging module 143 (also called a camera module), optical sensor 164 optionally captures still images or video. In some embodiments, an optical sensor is located on the back of device 100, opposite touch screen display 112 on the front of the device so that the touch screen display is enabled for use as a viewfinder for still and/or video image acquisition. In some embodiments, an optical sensor is located on the front of the device so that the user's image is, optionally, obtained for video conferencing while the user views the other video conference participants on the touch screen display. In some embodiments, the position of optical sensor 164 can be changed by the user (e.g., by rotating the lens and the sensor in the device housing) so that a single optical sensor 164 is used along with the touch screen display for both video conferencing and still and/or video image acquisition.


Device 100 optionally also includes one or more depth camera sensors 175. FIG. 1A shows a depth camera sensor coupled to depth camera controller 169 in I/O subsystem 106. Depth camera sensor 175 receives data from the environment to create a three dimensional model of an object (e.g., a face) within a scene from a viewpoint (e.g., a depth camera sensor). In some embodiments, in conjunction with imaging module 143 (also called a camera module), depth camera sensor 175 is optionally used to determine a depth map of different portions of an image captured by the imaging module 143. In some embodiments, a depth camera sensor is located on the front of device 100 so that the user's image with depth information is, optionally, obtained for video conferencing while the user views the other video conference participants on the touch screen display and to capture selfies with depth map data. In some embodiments, the depth camera sensor 175 is located on the back of device, or on the back and the front of the device 100. In some embodiments, the position of depth camera sensor 175 can be changed by the user (e.g., by rotating the lens and the sensor in the device housing) so that a depth camera sensor 175 is used along with the touch screen display for both video conferencing and still and/or video image acquisition.


In some embodiments, a depth map (e.g., depth map image) contains information (e.g., values) that relates to the distance of objects in a scene from a viewpoint (e.g., a camera, an optical sensor, a depth camera sensor). In one embodiment of a depth map, each depth pixel defines the position in the viewpoint's Z-axis where its corresponding two-dimensional pixel is located. In some embodiments, a depth map is composed of pixels wherein each pixel is defined by a value (e.g., 0-255). For example, the “0” value represents pixels that are located at the most distant place in a “three dimensional” scene and the “255” value represents pixels that are located closest to a viewpoint (e.g., a camera, an optical sensor, a depth camera sensor) in the “three dimensional” scene. In other embodiments, a depth map represents the distance between an object in a scene and the plane of the viewpoint. In some embodiments, the depth map includes information about the relative depth of various features of an object of interest in view of the depth camera (e.g., the relative depth of eyes, nose, mouth, ears of a user's face). In some embodiments, the depth map includes information that enables the device to determine contours of the object of interest in a z direction.


Device 100 optionally also includes one or more contact intensity sensors 165. FIG. 1A shows a contact intensity sensor coupled to intensity sensor controller 159 in I/O subsystem 106. Contact intensity sensor 165 optionally includes one or more piezoresistive strain gauges, capacitive force sensors, electric force sensors, piezoelectric force sensors, optical force sensors, capacitive touch-sensitive surfaces, or other intensity sensors (e.g., sensors used to measure the force (or pressure) of a contact on a touch-sensitive surface). Contact intensity sensor 165 receives contact intensity information (e.g., pressure information or a proxy for pressure information) from the environment. In some embodiments, at least one contact intensity sensor is collocated with, or proximate to, a touch-sensitive surface (e.g., touch-sensitive display system 112). In some embodiments, at least one contact intensity sensor is located on the back of device 100, opposite touch screen display 112, which is located on the front of device 100.


Device 100 optionally also includes one or more proximity sensors 166. FIG. 1A shows proximity sensor 166 coupled to peripherals interface 118. Alternately, proximity sensor 166 is, optionally, coupled to input controller 160 in I/O subsystem 106. Proximity sensor 166 optionally performs as described in U.S. patent application Ser. No. 11/241,839, “Proximity Detector In Handheld Device”; Ser. No. 11/240,788, “Proximity Detector In Handheld Device”; Ser. No. 11/620,702, “Using Ambient Light Sensor To Augment Proximity Sensor Output”; Ser. No. 11/586,862, “Automated Response To And Sensing Of User Activity In Portable Devices”; and Ser. No. 11/638,251, “Methods And Systems For Automatic Configuration Of Peripherals,” which are hereby incorporated by reference in their entirety. In some embodiments, the proximity sensor turns off and disables touch screen 112 when the multifunction device is placed near the user's ear (e.g., when the user is making a phone call).


Device 100 optionally also includes one or more tactile output generators 167. FIG. 1A shows a tactile output generator coupled to haptic feedback controller 161 in I/O subsystem 106. Tactile output generator 167 optionally includes one or more electroacoustic devices such as speakers or other audio components and/or electromechanical devices that convert energy into linear motion such as a motor, solenoid, electroactive polymer, piezoelectric actuator, electrostatic actuator, or other tactile output generating component (e.g., a component that converts electrical signals into tactile outputs on the device). Contact intensity sensor 165 receives tactile feedback generation instructions from haptic feedback module 133 and generates tactile outputs on device 100 that are capable of being sensed by a user of device 100. In some embodiments, at least one tactile output generator is collocated with, or proximate to, a touch-sensitive surface (e.g., touch-sensitive display system 112) and, optionally, generates a tactile output by moving the touch-sensitive surface vertically (e.g., in/out of a surface of device 100) or laterally (e.g., back and forth in the same plane as a surface of device 100). In some embodiments, at least one tactile output generator sensor is located on the back of device 100, opposite touch screen display 112, which is located on the front of device 100.


Device 100 optionally also includes one or more accelerometers 168. FIG. 1A shows accelerometer 168 coupled to peripherals interface 118. Alternately, accelerometer 168 is, optionally, coupled to an input controller 160 in I/O subsystem 106. Accelerometer 168 optionally performs as described in U.S. Patent Publication No. 20050190059, “Acceleration-based Theft Detection System for Portable Electronic Devices,” and U.S. Patent Publication No. 20060017692, “Methods And Apparatuses For Operating A Portable Device Based On An Accelerometer,” both of which are incorporated by reference herein in their entirety. In some embodiments, information is displayed on the touch screen display in a portrait view or a landscape view based on an analysis of data received from the one or more accelerometers. Device 100 optionally includes, in addition to accelerometer(s) 168, a magnetometer and a GPS (or GLONASS or other global navigation system) receiver for obtaining information concerning the location and orientation (e.g., portrait or landscape) of device 100.


In some embodiments, the software components stored in memory 102 include operating system 126, communication module (or set of instructions) 128, contact/motion module (or set of instructions) 130, graphics module (or set of instructions) 132, text input module (or set of instructions) 134, Global Positioning System (GPS) module (or set of instructions) 135, and applications (or sets of instructions) 136. Furthermore, in some embodiments, memory 102 (FIG. 1A) or 370 (FIG. 3) stores device/global internal state 157, as shown in FIGS. 1A and 3. Device/global internal state 157 includes one or more of: active application state, indicating which applications, if any, are currently active; display state, indicating what applications, views or other information occupy various regions of touch screen display 112; sensor state, including information obtained from the device's various sensors and input control devices 116; and location information concerning the device's location and/or attitude.


Operating system 126 (e.g., Darwin, RTXC, LINUX, UNIX, OS X, iOS, WINDOWS, or an embedded operating system such as VxWorks) includes various software components and/or drivers for controlling and managing general system tasks (e.g., memory management, storage device control, power management, etc.) and facilitates communication between various hardware and software components.


Communication module 128 facilitates communication with other devices over one or more external ports 124 and also includes various software components for handling data received by RF circuitry 108 and/or external port 124. External port 124 (e.g., Universal Serial Bus (USB), FIREWIRE, etc.) is adapted for coupling directly to other devices or indirectly over a network (e.g., the Internet, wireless LAN, etc.). In some embodiments, the external port is a multi-pin (e.g., 30-pin) connector that is the same as, or similar to and/or compatible with, the connector used on iPod® (trademark of Apple Inc.) devices.


Contact/motion module 130 optionally detects contact with touch screen 112 (in conjunction with display controller 156) and other touch-sensitive devices (e.g., a touchpad or physical click wheel). Contact/motion module 130 includes various software components for performing various operations related to detection of contact, such as determining if contact has occurred (e.g., detecting a finger-down event), determining an intensity of the contact (e.g., the force or pressure of the contact or a substitute for the force or pressure of the contact), determining if there is movement of the contact and tracking the movement across the touch-sensitive surface (e.g., detecting one or more finger-dragging events), and determining if the contact has ceased (e.g., detecting a finger-up event or a break in contact). Contact/motion module 130 receives contact data from the touch-sensitive surface. Determining movement of the point of contact, which is represented by a series of contact data, optionally includes determining speed (magnitude), velocity (magnitude and direction), and/or an acceleration (a change in magnitude and/or direction) of the point of contact. These operations are, optionally, applied to single contacts (e.g., one finger contacts) or to multiple simultaneous contacts (e.g., “multitouch”/multiple finger contacts). In some embodiments, contact/motion module 130 and display controller 156 detect contact on a touchpad.


In some embodiments, contact/motion module 130 uses a set of one or more intensity thresholds to determine whether an operation has been performed by a user (e.g., to determine whether a user has “clicked” on an icon). In some embodiments, at least a subset of the intensity thresholds are determined in accordance with software parameters (e.g., the intensity thresholds are not determined by the activation thresholds of particular physical actuators and can be adjusted without changing the physical hardware of device 100). For example, a mouse “click” threshold of a trackpad or touch screen display can be set to any of a large range of predefined threshold values without changing the trackpad or touch screen display hardware. Additionally, in some implementations, a user of the device is provided with software settings for adjusting one or more of the set of intensity thresholds (e.g., by adjusting individual intensity thresholds and/or by adjusting a plurality of intensity thresholds at once with a system-level click “intensity” parameter).


Contact/motion module 130 optionally detects a gesture input by a user. Different gestures on the touch-sensitive surface have different contact patterns (e.g., different motions, timings, and/or intensities of detected contacts). Thus, a gesture is, optionally, detected by detecting a particular contact pattern. For example, detecting a finger tap gesture includes detecting a finger-down event followed by detecting a finger-up (liftoff) event at the same position (or substantially the same position) as the finger-down event (e.g., at the position of an icon). As another example, detecting a finger swipe gesture on the touch-sensitive surface includes detecting a finger-down event followed by detecting one or more finger-dragging events, and subsequently followed by detecting a finger-up (liftoff) event.


Graphics module 132 includes various known software components for rendering and displaying graphics on touch screen 112 or other display, including components for changing the visual impact (e.g., brightness, transparency, saturation, contrast, or other visual property) of graphics that are displayed. As used herein, the term “graphics” includes any object that can be displayed to a user, including, without limitation, text, web pages, icons (such as user-interface objects including soft keys), digital images, videos, animations, and the like.


In some embodiments, graphics module 132 stores data representing graphics to be used. Each graphic is, optionally, assigned a corresponding code. Graphics module 132 receives, from applications etc., one or more codes specifying graphics to be displayed along with, if necessary, coordinate data and other graphic property data, and then generates screen image data to output to display controller 156.


Haptic feedback module 133 includes various software components for generating instructions used by tactile output generator(s) 167 to produce tactile outputs at one or more locations on device 100 in response to user interactions with device 100.


Text input module 134, which is, optionally, a component of graphics module 132, provides soft keyboards for entering text in various applications (e.g., contacts 137, e-mail 140, IM 141, browser 147, and any other application that needs text input).


GPS module 135 determines the location of the device and provides this information for use in various applications (e.g., to telephone 138 for use in location-based dialing; to camera 143 as picture/video metadata; and to applications that provide location-based services such as weather widgets, local yellow page widgets, and map/navigation widgets).


Applications 136 optionally include the following modules (or sets of instructions), or a subset or superset thereof:

    • Contacts module 137 (sometimes called an address book or contact list);
    • Telephone module 138;
    • Video conference module 139;
    • E-mail client module 140;
    • Instant messaging (IM) module 141;
    • Workout support module 142;
    • Camera module 143 for still and/or video images;
    • Image management module 144;
    • Video player module;
    • Music player module;
    • Browser module 147;
    • Calendar module 148;
    • Widget modules 149, which optionally include one or more of: weather widget 149-1, stocks widget 149-2, calculator widget 149-3, alarm clock widget 149-4, dictionary widget 149-5, and other widgets obtained by the user, as well as user-created widgets 149-6;
    • Widget creator module 150 for making user-created widgets 149-6;
    • Search module 151;
    • Video and music player module 152, which merges video player module and music player module;
    • Notes module 153;
    • Map module 154; and/or
    • Online video module 155.


Examples of other applications 136 that are, optionally, stored in memory 102 include other word processing applications, other image editing applications, drawing applications, presentation applications, JAVA-enabled applications, encryption, digital rights management, voice recognition, and voice replication.


In conjunction with touch screen 112, display controller 156, contact/motion module 130, graphics module 132, and text input module 134, contacts module 137 are, optionally, used to manage an address book or contact list (e.g., stored in application internal state 192 of contacts module 137 in memory 102 or memory 370), including: adding name(s) to the address book; deleting name(s) from the address book; associating telephone number(s), e-mail address(es), physical address(es) or other information with a name; associating an image with a name; categorizing and sorting names; providing telephone numbers or e-mail addresses to initiate and/or facilitate communications by telephone 138, video conference module 139, e-mail 140, or IM 141; and so forth.


In conjunction with RF circuitry 108, audio circuitry 110, speaker 111, microphone 113, touch screen 112, display controller 156, contact/motion module 130, graphics module 132, and text input module 134, telephone module 138 are optionally, used to enter a sequence of characters corresponding to a telephone number, access one or more telephone numbers in contacts module 137, modify a telephone number that has been entered, dial a respective telephone number, conduct a conversation, and disconnect or hang up when the conversation is completed. As noted above, the wireless communication optionally uses any of a plurality of communications standards, protocols, and technologies.


In conjunction with RF circuitry 108, audio circuitry 110, speaker 111, microphone 113, touch screen 112, display controller 156, optical sensor 164, optical sensor controller 158, contact/motion module 130, graphics module 132, text input module 134, contacts module 137, and telephone module 138, video conference module 139 includes executable instructions to initiate, conduct, and terminate a video conference between a user and one or more other participants in accordance with user instructions.


In conjunction with RF circuitry 108, touch screen 112, display controller 156, contact/motion module 130, graphics module 132, and text input module 134, e-mail client module 140 includes executable instructions to create, send, receive, and manage e-mail in response to user instructions. In conjunction with image management module 144, e-mail client module 140 makes it very easy to create and send e-mails with still or video images taken with camera module 143.


In conjunction with RF circuitry 108, touch screen 112, display controller 156, contact/motion module 130, graphics module 132, and text input module 134, the instant messaging module 141 includes executable instructions to enter a sequence of characters corresponding to an instant message, to modify previously entered characters, to transmit a respective instant message (for example, using a Short Message Service (SMS) or Multimedia Message Service (MMS) protocol for telephony-based instant messages or using XMPP, SIMPLE, or IMPS for Internet-based instant messages), to receive instant messages, and to view received instant messages. In some embodiments, transmitted and/or received instant messages optionally include graphics, photos, audio files, video files and/or other attachments as are supported in an MMS and/or an Enhanced Messaging Service (EMS). As used herein, “instant messaging” refers to both telephony-based messages (e.g., messages sent using SMS or MMS) and Internet-based messages (e.g., messages sent using XMPP, SIMPLE, or IMPS).


In conjunction with RF circuitry 108, touch screen 112, display controller 156, contact/motion module 130, graphics module 132, text input module 134, GPS module 135, map module 154, and music player module, workout support module 142 includes executable instructions to create workouts (e.g., with time, distance, and/or calorie burning goals); communicate with workout sensors (sports devices); receive workout sensor data; calibrate sensors used to monitor a workout; select and play music for a workout; and display, store, and transmit workout data.


In conjunction with touch screen 112, display controller 156, optical sensor(s) 164, optical sensor controller 158, contact/motion module 130, graphics module 132, and image management module 144, camera module 143 includes executable instructions to capture still images or video (including a video stream) and store them into memory 102, modify characteristics of a still image or video, or delete a still image or video from memory 102.


In conjunction with touch screen 112, display controller 156, contact/motion module 130, graphics module 132, text input module 134, and camera module 143, image management module 144 includes executable instructions to arrange, modify (e.g., edit), or otherwise manipulate, label, delete, present (e.g., in a digital slide show or album), and store still and/or video images.


In conjunction with RF circuitry 108, touch screen 112, display controller 156, contact/motion module 130, graphics module 132, and text input module 134, browser module 147 includes executable instructions to browse the Internet in accordance with user instructions, including searching, linking to, receiving, and displaying web pages or portions thereof, as well as attachments and other files linked to web pages.


In conjunction with RF circuitry 108, touch screen 112, display controller 156, contact/motion module 130, graphics module 132, text input module 134, e-mail client module 140, and browser module 147, calendar module 148 includes executable instructions to create, display, modify, and store calendars and data associated with calendars (e.g., calendar entries, to-do lists, etc.) in accordance with user instructions.


In conjunction with RF circuitry 108, touch screen 112, display controller 156, contact/motion module 130, graphics module 132, text input module 134, and browser module 147, widget modules 149 are mini-applications that are, optionally, downloaded and used by a user (e.g., weather widget 149-1, stocks widget 149-2, calculator widget 149-3, alarm clock widget 149-4, and dictionary widget 149-5) or created by the user (e.g., user-created widget 149-6). In some embodiments, a widget includes an HTML (Hypertext Markup Language) file, a CSS (Cascading Style Sheets) file, and a JavaScript file. In some embodiments, a widget includes an XML (Extensible Markup Language) file and a JavaScript file (e.g., Yahoo! Widgets).


In conjunction with RF circuitry 108, touch screen 112, display controller 156, contact/motion module 130, graphics module 132, text input module 134, and browser module 147, the widget creator module 150 are, optionally, used by a user to create widgets (e.g., turning a user-specified portion of a web page into a widget).


In conjunction with touch screen 112, display controller 156, contact/motion module 130, graphics module 132, and text input module 134, search module 151 includes executable instructions to search for text, music, sound, image, video, and/or other files in memory 102 that match one or more search criteria (e.g., one or more user-specified search terms) in accordance with user instructions.


In conjunction with touch screen 112, display controller 156, contact/motion module 130, graphics module 132, audio circuitry 110, speaker 111, RF circuitry 108, and browser module 147, video and music player module 152 includes executable instructions that allow the user to download and play back recorded music and other sound files stored in one or more file formats, such as MP3 or AAC files, and executable instructions to display, present, or otherwise play back videos (e.g., on touch screen 112 or on an external, connected display via external port 124). In some embodiments, device 100 optionally includes the functionality of an MP3 player, such as an iPod (trademark of Apple Inc.).


In conjunction with touch screen 112, display controller 156, contact/motion module 130, graphics module 132, and text input module 134, notes module 153 includes executable instructions to create and manage notes, to-do lists, and the like in accordance with user instructions.


In conjunction with RF circuitry 108, touch screen 112, display controller 156, contact/motion module 130, graphics module 132, text input module 134, GPS module 135, and browser module 147, map module 154 are, optionally, used to receive, display, modify, and store maps and data associated with maps (e.g., driving directions, data on stores and other points of interest at or near a particular location, and other location-based data) in accordance with user instructions.


In conjunction with touch screen 112, display controller 156, contact/motion module 130, graphics module 132, audio circuitry 110, speaker 111, RF circuitry 108, text input module 134, e-mail client module 140, and browser module 147, online video module 155 includes instructions that allow the user to access, browse, receive (e.g., by streaming and/or download), play back (e.g., on the touch screen or on an external, connected display via external port 124), send an e-mail with a link to a particular online video, and otherwise manage online videos in one or more file formats, such as H.264. In some embodiments, instant messaging module 141, rather than e-mail client module 140, is used to send a link to a particular online video. Additional description of the online video application can be found in U.S. Provisional Patent Application No. 60/936,562, “Portable Multifunction Device, Method, and Graphical User Interface for Playing Online Videos,” filed Jun. 20, 2007, and U.S. patent application Ser. No. 11/968,067, “Portable Multifunction Device, Method, and Graphical User Interface for Playing Online Videos,” filed Dec. 31, 2007, the contents of which are hereby incorporated by reference in their entirety.


Each of the above-identified modules and applications corresponds to a set of executable instructions for performing one or more functions described above and the methods described in this application (e.g., the computer-implemented methods and other information processing methods described herein). These modules (e.g., sets of instructions) need not be implemented as separate software programs, procedures, or modules, and thus various subsets of these modules are, optionally, combined or otherwise rearranged in various embodiments. For example, video player module is, optionally, combined with music player module into a single module (e.g., video and music player module 152, FIG. 1A). In some embodiments, memory 102 optionally stores a subset of the modules and data structures identified above. Furthermore, memory 102 optionally stores additional modules and data structures not described above.


In some embodiments, device 100 is a device where operation of a predefined set of functions on the device is performed exclusively through a touch screen and/or a touchpad. By using a touch screen and/or a touchpad as the primary input control device for operation of device 100, the number of physical input control devices (such as push buttons, dials, and the like) on device 100 is, optionally, reduced.


The predefined set of functions that are performed exclusively through a touch screen and/or a touchpad optionally include navigation between user interfaces. In some embodiments, the touchpad, when touched by the user, navigates device 100 to a main, home, or root menu from any user interface that is displayed on device 100. In such embodiments, a “menu button” is implemented using a touchpad. In some other embodiments, the menu button is a physical push button or other physical input control device instead of a touchpad.



FIG. 1B is a block diagram illustrating exemplary components for event handling in accordance with some embodiments. In some embodiments, memory 102 (FIG. 1A) or 370 (FIG. 3) includes event sorter 170 (e.g., in operating system 126) and a respective application 136-1 (e.g., any of the aforementioned applications 137-151, 155, 380-390).


Event sorter 170 receives event information and determines the application 136-1 and application view 191 of application 136-1 to which to deliver the event information. Event sorter 170 includes event monitor 171 and event dispatcher module 174. In some embodiments, application 136-1 includes application internal state 192, which indicates the current application view(s) displayed on touch-sensitive display 112 when the application is active or executing. In some embodiments, device/global internal state 157 is used by event sorter 170 to determine which application(s) is (are) currently active, and application internal state 192 is used by event sorter 170 to determine application views 191 to which to deliver event information.


In some embodiments, application internal state 192 includes additional information, such as one or more of: resume information to be used when application 136-1 resumes execution, user interface state information that indicates information being displayed or that is ready for display by application 136-1, a state queue for enabling the user to go back to a prior state or view of application 136-1, and a redo/undo queue of previous actions taken by the user.


Event monitor 171 receives event information from peripherals interface 118. Event information includes information about a sub-event (e.g., a user touch on touch-sensitive display 112, as part of a multi-touch gesture). Peripherals interface 118 transmits information it receives from I/O subsystem 106 or a sensor, such as proximity sensor 166, accelerometer(s) 168, and/or microphone 113 (through audio circuitry 110). Information that peripherals interface 118 receives from I/O subsystem 106 includes information from touch-sensitive display 112 or a touch-sensitive surface.


In some embodiments, event monitor 171 sends requests to the peripherals interface 118 at predetermined intervals. In response, peripherals interface 118 transmits event information. In other embodiments, peripherals interface 118 transmits event information only when there is a significant event (e.g., receiving an input above a predetermined noise threshold and/or for more than a predetermined duration).


In some embodiments, event sorter 170 also includes a hit view determination module 172 and/or an active event recognizer determination module 173.


Hit view determination module 172 provides software procedures for determining where a sub-event has taken place within one or more views when touch-sensitive display 112 displays more than one view. Views are made up of controls and other elements that a user can see on the display.


Another aspect of the user interface associated with an application is a set of views, sometimes herein called application views or user interface windows, in which information is displayed and touch-based gestures occur. The application views (of a respective application) in which a touch is detected optionally correspond to programmatic levels within a programmatic or view hierarchy of the application. For example, the lowest level view in which a touch is detected is, optionally, called the hit view, and the set of events that are recognized as proper inputs are, optionally, determined based, at least in part, on the hit view of the initial touch that begins a touch-based gesture.


Hit view determination module 172 receives information related to sub-events of a touch-based gesture. When an application has multiple views organized in a hierarchy, hit view determination module 172 identifies a hit view as the lowest view in the hierarchy which should handle the sub-event. In most circumstances, the hit view is the lowest level view in which an initiating sub-event occurs (e.g., the first sub-event in the sequence of sub-events that form an event or potential event). Once the hit view is identified by the hit view determination module 172, the hit view typically receives all sub-events related to the same touch or input source for which it was identified as the hit view.


Active event recognizer determination module 173 determines which view or views within a view hierarchy should receive a particular sequence of sub-events. In some embodiments, active event recognizer determination module 173 determines that only the hit view should receive a particular sequence of sub-events. In other embodiments, active event recognizer determination module 173 determines that all views that include the physical location of a sub-event are actively involved views, and therefore determines that all actively involved views should receive a particular sequence of sub-events. In other embodiments, even if touch sub-events were entirely confined to the area associated with one particular view, views higher in the hierarchy would still remain as actively involved views.


Event dispatcher module 174 dispatches the event information to an event recognizer (e.g., event recognizer 180). In embodiments including active event recognizer determination module 173, event dispatcher module 174 delivers the event information to an event recognizer determined by active event recognizer determination module 173. In some embodiments, event dispatcher module 174 stores in an event queue the event information, which is retrieved by a respective event receiver 182.


In some embodiments, operating system 126 includes event sorter 170. Alternatively, application 136-1 includes event sorter 170. In yet other embodiments, event sorter 170 is a stand-alone module, or a part of another module stored in memory 102, such as contact/motion module 130.


In some embodiments, application 136-1 includes a plurality of event handlers 190 and one or more application views 191, each of which includes instructions for handling touch events that occur within a respective view of the application's user interface. Each application view 191 of the application 136-1 includes one or more event recognizers 180. Typically, a respective application view 191 includes a plurality of event recognizers 180. In other embodiments, one or more of event recognizers 180 are part of a separate module, such as a user interface kit or a higher level object from which application 136-1 inherits methods and other properties. In some embodiments, a respective event handler 190 includes one or more of: data updater 176, object updater 177, GUI updater 178, and/or event data 179 received from event sorter 170. Event handler 190 optionally utilizes or calls data updater 176, object updater 177, or GUI updater 178 to update the application internal state 192. Alternatively, one or more of the application views 191 include one or more respective event handlers 190. Also, in some embodiments, one or more of data updater 176, object updater 177, and GUI updater 178 are included in a respective application view 191.


A respective event recognizer 180 receives event information (e.g., event data 179) from event sorter 170 and identifies an event from the event information. Event recognizer 180 includes event receiver 182 and event comparator 184. In some embodiments, event recognizer 180 also includes at least a subset of: metadata 183, and event delivery instructions 188 (which optionally include sub-event delivery instructions).


Event receiver 182 receives event information from event sorter 170. The event information includes information about a sub-event, for example, a touch or a touch movement. Depending on the sub-event, the event information also includes additional information, such as location of the sub-event. When the sub-event concerns motion of a touch, the event information optionally also includes speed and direction of the sub-event. In some embodiments, events include rotation of the device from one orientation to another (e.g., from a portrait orientation to a landscape orientation, or vice versa), and the event information includes corresponding information about the current orientation (also called device attitude) of the device.


Event comparator 184 compares the event information to predefined event or sub-event definitions and, based on the comparison, determines an event or sub-event, or determines or updates the state of an event or sub-event. In some embodiments, event comparator 184 includes event definitions 186. Event definitions 186 contain definitions of events (e.g., predefined sequences of sub-events), for example, event 1 (187-1), event 2 (187-2), and others. In some embodiments, sub-events in an event (187) include, for example, touch begin, touch end, touch movement, touch cancellation, and multiple touching. In one example, the definition for event 1 (187-1) is a double tap on a displayed object. The double tap, for example, comprises a first touch (touch begin) on the displayed object for a predetermined phase, a first liftoff (touch end) for a predetermined phase, a second touch (touch begin) on the displayed object for a predetermined phase, and a second liftoff (touch end) for a predetermined phase. In another example, the definition for event 2 (187-2) is a dragging on a displayed object. The dragging, for example, comprises a touch (or contact) on the displayed object for a predetermined phase, a movement of the touch across touch-sensitive display 112, and liftoff of the touch (touch end). In some embodiments, the event also includes information for one or more associated event handlers 190.


In some embodiments, event definition 187 includes a definition of an event for a respective user-interface object. In some embodiments, event comparator 184 performs a hit test to determine which user-interface object is associated with a sub-event. For example, in an application view in which three user-interface objects are displayed on touch-sensitive display 112, when a touch is detected on touch-sensitive display 112, event comparator 184 performs a hit test to determine which of the three user-interface objects is associated with the touch (sub-event). If each displayed object is associated with a respective event handler 190, the event comparator uses the result of the hit test to determine which event handler 190 should be activated. For example, event comparator 184 selects an event handler associated with the sub-event and the object triggering the hit test.


In some embodiments, the definition for a respective event (187) also includes delayed actions that delay delivery of the event information until after it has been determined whether the sequence of sub-events does or does not correspond to the event recognizer's event type.


When a respective event recognizer 180 determines that the series of sub-events do not match any of the events in event definitions 186, the respective event recognizer 180 enters an event impossible, event failed, or event ended state, after which it disregards subsequent sub-events of the touch-based gesture. In this situation, other event recognizers, if any, that remain active for the hit view continue to track and process sub-events of an ongoing touch-based gesture.


In some embodiments, a respective event recognizer 180 includes metadata 183 with configurable properties, flags, and/or lists that indicate how the event delivery system should perform sub-event delivery to actively involved event recognizers. In some embodiments, metadata 183 includes configurable properties, flags, and/or lists that indicate how event recognizers interact, or are enabled to interact, with one another. In some embodiments, metadata 183 includes configurable properties, flags, and/or lists that indicate whether sub-events are delivered to varying levels in the view or programmatic hierarchy.


In some embodiments, a respective event recognizer 180 activates event handler 190 associated with an event when one or more particular sub-events of an event are recognized. In some embodiments, a respective event recognizer 180 delivers event information associated with the event to event handler 190. Activating an event handler 190 is distinct from sending (and deferred sending) sub-events to a respective hit view. In some embodiments, event recognizer 180 throws a flag associated with the recognized event, and event handler 190 associated with the flag catches the flag and performs a predefined process.


In some embodiments, event delivery instructions 188 include sub-event delivery instructions that deliver event information about a sub-event without activating an event handler. Instead, the sub-event delivery instructions deliver event information to event handlers associated with the series of sub-events or to actively involved views. Event handlers associated with the series of sub-events or with actively involved views receive the event information and perform a predetermined process.


In some embodiments, data updater 176 creates and updates data used in application 136-1. For example, data updater 176 updates the telephone number used in contacts module 137, or stores a video file used in video player module. In some embodiments, object updater 177 creates and updates objects used in application 136-1. For example, object updater 177 creates a new user-interface object or updates the position of a user-interface object. GUI updater 178 updates the GUI. For example, GUI updater 178 prepares display information and sends it to graphics module 132 for display on a touch-sensitive display.


In some embodiments, event handler(s) 190 includes or has access to data updater 176, object updater 177, and GUI updater 178. In some embodiments, data updater 176, object updater 177, and GUI updater 178 are included in a single module of a respective application 136-1 or application view 191. In other embodiments, they are included in two or more software modules.


It shall be understood that the foregoing discussion regarding event handling of user touches on touch-sensitive displays also applies to other forms of user inputs to operate multifunction devices 100 with input devices, not all of which are initiated on touch screens. For example, mouse movement and mouse button presses, optionally coordinated with single or multiple keyboard presses or holds; contact movements such as taps, drags, scrolls, etc. on touchpads; pen stylus inputs; movement of the device; oral instructions; detected eye movements; biometric inputs; and/or any combination thereof are optionally utilized as inputs corresponding to sub-events which define an event to be recognized.



FIG. 2 illustrates a portable multifunction device 100 having a touch screen 112 in accordance with some embodiments. The touch screen optionally displays one or more graphics within user interface (UI) 200. In this embodiment, as well as others described below, a user is enabled to select one or more of the graphics by making a gesture on the graphics, for example, with one or more fingers 202 (not drawn to scale in the figure) or one or more styluses 203 (not drawn to scale in the figure). In some embodiments, selection of one or more graphics occurs when the user breaks contact with the one or more graphics. In some embodiments, the gesture optionally includes one or more taps, one or more swipes (from left to right, right to left, upward and/or downward), and/or a rolling of a finger (from right to left, left to right, upward and/or downward) that has made contact with device 100. In some implementations or circumstances, inadvertent contact with a graphic does not select the graphic. For example, a swipe gesture that sweeps over an application icon optionally does not select the corresponding application when the gesture corresponding to selection is a tap.


Device 100 optionally also include one or more physical buttons, such as “home” or menu button 204. As described previously, menu button 204 is, optionally, used to navigate to any application 136 in a set of applications that are, optionally, executed on device 100. Alternatively, in some embodiments, the menu button is implemented as a soft key in a GUI displayed on touch screen 112.


In some embodiments, device 100 includes touch screen 112, menu button 204, push button 206 for powering the device on/off and locking the device, volume adjustment button(s) 208, subscriber identity module (SIM) card slot 210, headset jack 212, and docking/charging external port 124. Push button 206 is, optionally, used to turn the power on/off on the device by depressing the button and holding the button in the depressed state for a predefined time interval; to lock the device by depressing the button and releasing the button before the predefined time interval has elapsed; and/or to unlock the device or initiate an unlock process. In an alternative embodiment, device 100 also accepts verbal input for activation or deactivation of some functions through microphone 113. Device 100 also, optionally, includes one or more contact intensity sensors 165 for detecting intensity of contacts on touch screen 112 and/or one or more tactile output generators 167 for generating tactile outputs for a user of device 100.



FIG. 3 is a block diagram of an exemplary multifunction device with a display and a touch-sensitive surface in accordance with some embodiments. Device 300 need not be portable. In some embodiments, device 300 is a laptop computer, a desktop computer, a tablet computer, a multimedia player device, a navigation device, an educational device (such as a child's learning toy), a gaming system, or a control device (e.g., a home or industrial controller). Device 300 typically includes one or more processing units (CPUs) 310, one or more network or other communications interfaces 360, memory 370, and one or more communication buses 320 for interconnecting these components. Communication buses 320 optionally include circuitry (sometimes called a chipset) that interconnects and controls communications between system components. Device 300 includes input/output (I/O) interface 330 comprising display 340, which is typically a touch screen display. I/O interface 330 also optionally includes a keyboard and/or mouse (or other pointing device) 350 and touchpad 355, tactile output generator 357 for generating tactile outputs on device 300 (e.g., similar to tactile output generator(s) 167 described above with reference to FIG. 1A), sensors 359 (e.g., optical, acceleration, proximity, touch-sensitive, and/or contact intensity sensors similar to contact intensity sensor(s) 165 described above with reference to FIG. 1A). Memory 370 includes high-speed random access memory, such as DRAM, SRAM, DDR RAM, or other random access solid state memory devices; and optionally includes non-volatile memory, such as one or more magnetic disk storage devices, optical disk storage devices, flash memory devices, or other non-volatile solid state storage devices. Memory 370 optionally includes one or more storage devices remotely located from CPU(s) 310. In some embodiments, memory 370 stores programs, modules, and data structures analogous to the programs, modules, and data structures stored in memory 102 of portable multifunction device 100 (FIG. 1A), or a subset thereof. Furthermore, memory 370 optionally stores additional programs, modules, and data structures not present in memory 102 of portable multifunction device 100. For example, memory 370 of device 300 optionally stores drawing module 380, presentation module 382, word processing module 384, website creation module 386, disk authoring module 388, and/or spreadsheet module 390, while memory 102 of portable multifunction device 100 (FIG. 1A) optionally does not store these modules.


Each of the above-identified elements in FIG. 3 is, optionally, stored in one or more of the previously mentioned memory devices. Each of the above-identified modules corresponds to a set of instructions for performing a function described above. The above-identified modules or programs (e.g., sets of instructions) need not be implemented as separate software programs, procedures, or modules, and thus various subsets of these modules are, optionally, combined or otherwise rearranged in various embodiments. In some embodiments, memory 370 optionally stores a subset of the modules and data structures identified above. Furthermore, memory 370 optionally stores additional modules and data structures not described above.


Attention is now directed towards embodiments of user interfaces that are, optionally, implemented on, for example, portable multifunction device 100.



FIG. 4A illustrates an exemplary user interface for a menu of applications on portable multifunction device 100 in accordance with some embodiments. Similar user interfaces are, optionally, implemented on device 300. In some embodiments, user interface 400 includes the following elements, or a subset or superset thereof:

    • Signal strength indicator(s) 402 for wireless communication(s), such as cellular and Wi-Fi signals;
    • Time 404;
    • Bluetooth indicator 405;
    • Battery status indicator 406;
    • Tray 408 with icons for frequently used applications, such as:
      • Icon 416 for telephone module 138, labeled “Phone,” which optionally includes an indicator 414 of the number of missed calls or voicemail messages;
      • Icon 418 for e-mail client module 140, labeled “Mail,” which optionally includes an indicator 410 of the number of unread e-mails;
      • Icon 420 for browser module 147, labeled “Browser;” and
      • Icon 422 for video and music player module 152, also referred to as iPod (trademark of Apple Inc.) module 152, labeled “iPod;” and
    • Icons for other applications, such as:
      • Icon 424 for IM module 141, labeled “Messages;”
      • Icon 426 for calendar module 148, labeled “Calendar;”
      • Icon 428 for image management module 144, labeled “Photos;”
      • Icon 430 for camera module 143, labeled “Camera;”
      • Icon 432 for online video module 155, labeled “Online Video;”
      • Icon 434 for stocks widget 149-2, labeled “Stocks;”
      • Icon 436 for map module 154, labeled “Maps;”
      • Icon 438 for weather widget 149-1, labeled “Weather;”
      • Icon 440 for alarm clock widget 149-4, labeled “Clock;”
      • Icon 442 for workout support module 142, labeled “Workout Support;”
      • Icon 444 for notes module 153, labeled “Notes;” and
      • Icon 446 for a settings application or module, labeled “Settings,” which provides access to settings for device 100 and its various applications 136.


It should be noted that the icon labels illustrated in FIG. 4A are merely exemplary. For example, icon 422 for video and music player module 152 is labeled “Music” or “Music Player.” Other labels are, optionally, used for various application icons. In some embodiments, a label for a respective application icon includes a name of an application corresponding to the respective application icon. In some embodiments, a label for a particular application icon is distinct from a name of an application corresponding to the particular application icon.



FIG. 4B illustrates an exemplary user interface on a device (e.g., device 300, FIG. 3) with a touch-sensitive surface 451 (e.g., a tablet or touchpad 355, FIG. 3) that is separate from the display 450 (e.g., touch screen display 112). Device 300 also, optionally, includes one or more contact intensity sensors (e.g., one or more of sensors 359) for detecting intensity of contacts on touch-sensitive surface 451 and/or one or more tactile output generators 357 for generating tactile outputs for a user of device 300.


Although some of the examples that follow will be given with reference to inputs on touch screen display 112 (where the touch-sensitive surface and the display are combined), in some embodiments, the device detects inputs on a touch-sensitive surface that is separate from the display, as shown in FIG. 4B. In some embodiments, the touch-sensitive surface (e.g., 451 in FIG. 4B) has a primary axis (e.g., 452 in FIG. 4B) that corresponds to a primary axis (e.g., 453 in FIG. 4B) on the display (e.g., 450). In accordance with these embodiments, the device detects contacts (e.g., 460 and 462 in FIG. 4B) with the touch-sensitive surface 451 at locations that correspond to respective locations on the display (e.g., in FIG. 4B, 460 corresponds to 468 and 462 corresponds to 470). In this way, user inputs (e.g., contacts 460 and 462, and movements thereof) detected by the device on the touch-sensitive surface (e.g., 451 in FIG. 4B) are used by the device to manipulate the user interface on the display (e.g., 450 in FIG. 4B) of the multifunction device when the touch-sensitive surface is separate from the display. It should be understood that similar methods are, optionally, used for other user interfaces described herein.


Additionally, while the following examples are given primarily with reference to finger inputs (e.g., finger contacts, finger tap gestures, finger swipe gestures), it should be understood that, in some embodiments, one or more of the finger inputs are replaced with input from another input device (e.g., a mouse-based input or stylus input). For example, a swipe gesture is, optionally, replaced with a mouse click (e.g., instead of a contact) followed by movement of the cursor along the path of the swipe (e.g., instead of movement of the contact). As another example, a tap gesture is, optionally, replaced with a mouse click while the cursor is located over the location of the tap gesture (e.g., instead of detection of the contact followed by ceasing to detect the contact). Similarly, when multiple user inputs are simultaneously detected, it should be understood that multiple computer mice are, optionally, used simultaneously, or a mouse and finger contacts are, optionally, used simultaneously.



FIG. 5A illustrates exemplary personal electronic device 500. Device 500 includes body 502. In some embodiments, device 500 can include some or all of the features described with respect to devices 100 and 300 (e.g., FIGS. 1A-4B). In some embodiments, device 500 has touch-sensitive display screen 504, hereafter touch screen 504. Alternatively, or in addition to touch screen 504, device 500 has a display and a touch-sensitive surface. As with devices 100 and 300, in some embodiments, touch screen 504 (or the touch-sensitive surface) optionally includes one or more intensity sensors for detecting intensity of contacts (e.g., touches) being applied. The one or more intensity sensors of touch screen 504 (or the touch-sensitive surface) can provide output data that represents the intensity of touches. The user interface of device 500 can respond to touches based on their intensity, meaning that touches of different intensities can invoke different user interface operations on device 500.


Exemplary techniques for detecting and processing touch intensity are found, for example, in related applications: International Patent Application Serial No. PCT/US2013/040061, titled “Device, Method, and Graphical User Interface for Displaying User Interface Objects Corresponding to an Application,” filed May 8, 2013, published as WIPO Publication No. WO/2013/169849, and International Patent Application Serial No. PCT/US2013/069483, titled “Device, Method, and Graphical User Interface for Transitioning Between Touch Input to Display Output Relationships,” filed Nov. 11, 2013, published as WIPO Publication No. WO/2014/105276, each of which is hereby incorporated by reference in their entirety.


In some embodiments, device 500 has one or more input mechanisms 506 and 508. Input mechanisms 506 and 508, if included, can be physical. Examples of physical input mechanisms include push buttons and rotatable mechanisms. In some embodiments, device 500 has one or more attachment mechanisms. Such attachment mechanisms, if included, can permit attachment of device 500 with, for example, hats, eyewear, earrings, necklaces, shirts, jackets, bracelets, watch straps, chains, trousers, belts, shoes, purses, backpacks, and so forth. These attachment mechanisms permit device 500 to be worn by a user.



FIG. 5B depicts exemplary personal electronic device 500. In some embodiments, device 500 can include some or all of the components described with respect to FIGS. 1A, 1B, and 3. Device 500 has bus 512 that operatively couples I/O section 514 with one or more computer processors 516 and memory 518. I/O section 514 can be connected to display 504, which can have touch-sensitive component 522 and, optionally, intensity sensor 524 (e.g., contact intensity sensor). In addition, I/O section 514 can be connected with communication unit 530 for receiving application and operating system data, using Wi-Fi, Bluetooth, near field communication (NFC), cellular, and/or other wireless communication techniques. Device 500 can include input mechanisms 506 and/or 508. Input mechanism 506 is, optionally, a rotatable input device or a depressible and rotatable input device, for example. Input mechanism 508 is, optionally, a button, in some examples.


Input mechanism 508 is, optionally, a microphone, in some examples. Personal electronic device 500 optionally includes various sensors, such as GPS sensor 532, accelerometer 534, directional sensor 540 (e.g., compass), gyroscope 536, motion sensor 538, and/or a combination thereof, all of which can be operatively connected to I/O section 514.


Memory 518 of personal electronic device 500 can include one or more non-transitory computer-readable storage mediums, for storing computer-executable instructions, which, when executed by one or more computer processors 516, for example, can cause the computer processors to perform the techniques described below, including process 900 (FIGS. 9A-9C). A computer-readable storage medium can be any medium that can tangibly contain or store computer-executable instructions for use by or in connection with the instruction execution system, apparatus, or device. In some examples, the storage medium is a transitory computer-readable storage medium. In some examples, the storage medium is a non-transitory computer-readable storage medium. The non-transitory computer-readable storage medium can include, but is not limited to, magnetic, optical, and/or semiconductor storages. Examples of such storage include magnetic disks, optical discs based on CD, DVD, or Blu-ray technologies, as well as persistent solid-state memory such as flash, solid-state drives, and the like. Personal electronic device 500 is not limited to the components and configuration of FIG. 5B, but can include other or additional components in multiple configurations.


As used here, the term “affordance” refers to a user-interactive graphical user interface object that is, optionally, displayed on the display screen of devices 100, 300, and/or 500 (FIGS. 1A, 3, and 5A-5B). For example, an image (e.g., icon), a button, and text (e.g., hyperlink) each optionally constitute an affordance.


As used herein, the term “focus selector” refers to an input element that indicates a current part of a user interface with which a user is interacting. In some implementations that include a cursor or other location marker, the cursor acts as a “focus selector” so that when an input (e.g., a press input) is detected on a touch-sensitive surface (e.g., touchpad 355 in FIG. 3 or touch-sensitive surface 451 in FIG. 4B) while the cursor is over a particular user interface element (e.g., a button, window, slider, or other user interface element), the particular user interface element is adjusted in accordance with the detected input. In some implementations that include a touch screen display (e.g., touch-sensitive display system 112 in FIG. 1A or touch screen 112 in FIG. 4A) that enables direct interaction with user interface elements on the touch screen display, a detected contact on the touch screen acts as a “focus selector” so that when an input (e.g., a press input by the contact) is detected on the touch screen display at a location of a particular user interface element (e.g., a button, window, slider, or other user interface element), the particular user interface element is adjusted in accordance with the detected input. In some implementations, focus is moved from one region of a user interface to another region of the user interface without corresponding movement of a cursor or movement of a contact on a touch screen display (e.g., by using a tab key or arrow keys to move focus from one button to another button); in these implementations, the focus selector moves in accordance with movement of focus between different regions of the user interface. Without regard to the specific form taken by the focus selector, the focus selector is generally the user interface element (or contact on a touch screen display) that is controlled by the user so as to communicate the user's intended interaction with the user interface (e.g., by indicating, to the device, the element of the user interface with which the user is intending to interact). For example, the location of a focus selector (e.g., a cursor, a contact, or a selection box) over a respective button while a press input is detected on the touch-sensitive surface (e.g., a touchpad or touch screen) will indicate that the user is intending to activate the respective button (as opposed to other user interface elements shown on a display of the device).


As used in the specification and claims, the term “characteristic intensity” of a contact refers to a characteristic of the contact based on one or more intensities of the contact. In some embodiments, the characteristic intensity is based on multiple intensity samples. The characteristic intensity is, optionally, based on a predefined number of intensity samples, or a set of intensity samples collected during a predetermined time period (e.g., 0.05, 0.1, 0.2, 0.5, 1, 2, 5, 10 seconds) relative to a predefined event (e.g., after detecting the contact, prior to detecting liftoff of the contact, before or after detecting a start of movement of the contact, prior to detecting an end of the contact, before or after detecting an increase in intensity of the contact, and/or before or after detecting a decrease in intensity of the contact). A characteristic intensity of a contact is, optionally, based on one or more of: a maximum value of the intensities of the contact, a mean value of the intensities of the contact, an average value of the intensities of the contact, a top 10 percentile value of the intensities of the contact, a value at the half maximum of the intensities of the contact, a value at the 90 percent maximum of the intensities of the contact, or the like. In some embodiments, the duration of the contact is used in determining the characteristic intensity (e.g., when the characteristic intensity is an average of the intensity of the contact over time). In some embodiments, the characteristic intensity is compared to a set of one or more intensity thresholds to determine whether an operation has been performed by a user. For example, the set of one or more intensity thresholds optionally includes a first intensity threshold and a second intensity threshold. In this example, a contact with a characteristic intensity that does not exceed the first threshold results in a first operation, a contact with a characteristic intensity that exceeds the first intensity threshold and does not exceed the second intensity threshold results in a second operation, and a contact with a characteristic intensity that exceeds the second threshold results in a third operation. In some embodiments, a comparison between the characteristic intensity and one or more thresholds is used to determine whether or not to perform one or more operations (e.g., whether to perform a respective operation or forgo performing the respective operation), rather than being used to determine whether to perform a first operation or a second operation.


In some embodiments, a portion of a gesture is identified for purposes of determining a characteristic intensity. For example, a touch-sensitive surface optionally receives a continuous swipe contact transitioning from a start location and reaching an end location, at which point the intensity of the contact increases. In this example, the characteristic intensity of the contact at the end location is, optionally, based on only a portion of the continuous swipe contact, and not the entire swipe contact (e.g., only the portion of the swipe contact at the end location). In some embodiments, a smoothing algorithm is, optionally, applied to the intensities of the swipe contact prior to determining the characteristic intensity of the contact. For example, the smoothing algorithm optionally includes one or more of: an unweighted sliding-average smoothing algorithm, a triangular smoothing algorithm, a median filter smoothing algorithm, and/or an exponential smoothing algorithm. In some circumstances, these smoothing algorithms eliminate narrow spikes or dips in the intensities of the swipe contact for purposes of determining a characteristic intensity.


The intensity of a contact on the touch-sensitive surface is, optionally, characterized relative to one or more intensity thresholds, such as a contact-detection intensity threshold, a light press intensity threshold, a deep press intensity threshold, and/or one or more other intensity thresholds. In some embodiments, the light press intensity threshold corresponds to an intensity at which the device will perform operations typically associated with clicking a button of a physical mouse or a trackpad. In some embodiments, the deep press intensity threshold corresponds to an intensity at which the device will perform operations that are different from operations typically associated with clicking a button of a physical mouse or a trackpad. In some embodiments, when a contact is detected with a characteristic intensity below the light press intensity threshold (e.g., and above a nominal contact-detection intensity threshold below which the contact is no longer detected), the device will move a focus selector in accordance with movement of the contact on the touch-sensitive surface without performing an operation associated with the light press intensity threshold or the deep press intensity threshold. Generally, unless otherwise stated, these intensity thresholds are consistent between different sets of user interface figures.


An increase of characteristic intensity of the contact from an intensity below the light press intensity threshold to an intensity between the light press intensity threshold and the deep press intensity threshold is sometimes referred to as a “light press” input. An increase of characteristic intensity of the contact from an intensity below the deep press intensity threshold to an intensity above the deep press intensity threshold is sometimes referred to as a “deep press” input. An increase of characteristic intensity of the contact from an intensity below the contact-detection intensity threshold to an intensity between the contact-detection intensity threshold and the light press intensity threshold is sometimes referred to as detecting the contact on the touch-surface. A decrease of characteristic intensity of the contact from an intensity above the contact-detection intensity threshold to an intensity below the contact-detection intensity threshold is sometimes referred to as detecting liftoff of the contact from the touch-surface. In some embodiments, the contact-detection intensity threshold is zero. In some embodiments, the contact-detection intensity threshold is greater than zero.


In some embodiments described herein, one or more operations are performed in response to detecting a gesture that includes a respective press input or in response to detecting the respective press input performed with a respective contact (or a plurality of contacts), where the respective press input is detected based at least in part on detecting an increase in intensity of the contact (or plurality of contacts) above a press-input intensity threshold. In some embodiments, the respective operation is performed in response to detecting the increase in intensity of the respective contact above the press-input intensity threshold (e.g., a “down stroke” of the respective press input). In some embodiments, the press input includes an increase in intensity of the respective contact above the press-input intensity threshold and a subsequent decrease in intensity of the contact below the press-input intensity threshold, and the respective operation is performed in response to detecting the subsequent decrease in intensity of the respective contact below the press-input threshold (e.g., an “up stroke” of the respective press input).


In some embodiments, the device employs intensity hysteresis to avoid accidental inputs sometimes termed “jitter,” where the device defines or selects a hysteresis intensity threshold with a predefined relationship to the press-input intensity threshold (e.g., the hysteresis intensity threshold is X intensity units lower than the press-input intensity threshold or the hysteresis intensity threshold is 75%, 90%, or some reasonable proportion of the press-input intensity threshold). Thus, in some embodiments, the press input includes an increase in intensity of the respective contact above the press-input intensity threshold and a subsequent decrease in intensity of the contact below the hysteresis intensity threshold that corresponds to the press-input intensity threshold, and the respective operation is performed in response to detecting the subsequent decrease in intensity of the respective contact below the hysteresis intensity threshold (e.g., an “up stroke” of the respective press input). Similarly, in some embodiments, the press input is detected only when the device detects an increase in intensity of the contact from an intensity at or below the hysteresis intensity threshold to an intensity at or above the press-input intensity threshold and, optionally, a subsequent decrease in intensity of the contact to an intensity at or below the hysteresis intensity, and the respective operation is performed in response to detecting the press input (e.g., the increase in intensity of the contact or the decrease in intensity of the contact, depending on the circumstances).


For ease of explanation, the descriptions of operations performed in response to a press input associated with a press-input intensity threshold or in response to a gesture including the press input are, optionally, triggered in response to detecting either: an increase in intensity of a contact above the press-input intensity threshold, an increase in intensity of a contact from an intensity below the hysteresis intensity threshold to an intensity above the press-input intensity threshold, a decrease in intensity of the contact below the press-input intensity threshold, and/or a decrease in intensity of the contact below the hysteresis intensity threshold corresponding to the press-input intensity threshold. Additionally, in examples where an operation is described as being performed in response to detecting a decrease in intensity of a contact below the press-input intensity threshold, the operation is, optionally, performed in response to detecting a decrease in intensity of the contact below a hysteresis intensity threshold corresponding to, and lower than, the press-input intensity threshold.


As used herein, an “installed application” refers to a software application that has been downloaded onto an electronic device (e.g., devices 100, 300, and/or 500) and is ready to be launched (e.g., become opened) on the device. In some embodiments, a downloaded application becomes an installed application by way of an installation program that extracts program portions from a downloaded package and integrates the extracted portions with the operating system of the computer system.


As used herein, the terms “open application” or “executing application” refer to a software application with retained state information (e.g., as part of device/global internal state 157 and/or application internal state 192). An open or executing application is, optionally, any one of the following types of applications:

    • an active application, which is currently displayed on a display screen of the device that the application is being used on;
    • a background application (or background processes), which is not currently displayed, but one or more processes for the application are being processed by one or more processors; and
    • a suspended or hibernated application, which is not running, but has state information that is stored in memory (volatile and non-volatile, respectively) and that can be used to resume execution of the application.


As used herein, the term “closed application” refers to software applications without retained state information (e.g., state information for closed applications is not stored in a memory of the device). Accordingly, closing an application includes stopping and/or removing application processes for the application and removing state information for the application from the memory of the device. Generally, opening a second application while in a first application does not close the first application. When the second application is displayed and the first application ceases to be displayed, the first application becomes a background application.


Attention is now directed towards embodiments of user interfaces (“UI”) and associated processes that are implemented on an electronic device, such as portable multifunction device 100, device 300, or device 500.



FIGS. 6A-6K, 7A-7D, and 8A-8C illustrate exemplary techniques for audio-assisted biometric enrollment, in accordance with some embodiments. The techniques in these figures are used to illustrate the processes described below, including the processes in FIGS. 9A-9C. In general, the embodiments of 6A-6K, 7A-7D, and 8A-8C illustrate the use of spatial audio techniques (e.g., techniques for simulating and/or controlling sound localization (e.g., as perceived by a user)) so as to simulate audio being produced from various locations, including locations that are distinct from the location of the electronic device outputting the audio. In some embodiments, the spatial audio is produced based on one or more functions such as a head-related transfer function, an interaural time difference function, and a cross cancellation function. In some embodiments, the spatial audio is produced based on one or more environmental (e.g., ambient noise), device contextual (e.g., orientation of the device, movement of the device, or current audio playback status of the device), or user-specific parameters (e.g., user orientation with respect to the device, user positioning/distance from the device).



FIGS. 6A-6G depict (in the upper portion) device 600, a smart phone, displaying a biometric enrollment interface 604 on display 602. Device 600 further includes a biometric sensor 606, a first speaker 608 and a second speaker 610, positioned along the bottom edge of device 600. In some embodiments, device 600 further includes one or more features of device 100, device 300, or device 500.


In some embodiments, biometric sensor 606 includes one or more cameras such as a visible light camera, a depth camera, such as an infrared camera, a thermographic camera, or a combination thereof. In some examples, the device further includes a light-emitting device (e.g., light projector), such an IR flood light, a structured light projector, or a combination thereof. The light-emitting device is, optionally, used to illuminate the subject during capture of the image by a visible light camera and a depth camera (e.g., an IR camera) and the information from the depth camera and the visible light camera are used to determine a depth map of different portions of subject captured by the visible light camera. In some embodiments, a depth map (e.g., depth map image) contains information (e.g., values) that relates to the distance of objects in a scene from a viewpoint (e.g., a camera). In one embodiment of a depth map, each depth pixel defines the position in the viewpoint's Z-axis where its corresponding two-dimensional pixel is located. In some examples, a depth map is composed of pixels wherein each pixel is defined by a value (e.g., 0-255). For example, the “0” value represents pixels that are located at the most distant place in a “three dimensional” scene and the “255” value represents pixels that are located closest to a viewpoint (e.g., camera) in the “three dimensional” scene. In other examples, a depth map represents the distance between an object in a scene and the plane of the viewpoint.) In some embodiments, the depth map includes information about the relative depth of various features of an object of interest in view of the depth camera (e.g., the relative depth of eyes, nose, mouth, ears of a user's face). In some embodiments, the depth map includes information that enables the device to determine contours of the object of interest in a z direction. In some embodiments, the lighting effects described herein are displayed using disparity information from two cameras (e.g., two visual light cameras) for rear facing images and using depth information from a depth camera combined with image data from a visual light camera for front facing images (e.g., selfie images). In some embodiments, the same user interface is used when the two visual light cameras are used to determine the depth information and when the depth camera is used to determine the depth information, providing the user with a consistent experience, even when using dramatically different technologies to determine the information that is used when generating the lighting effects. In some embodiments, while displaying the camera user interface with one of the lighting effects applied, the device detects selection of a camera switching affordance and switches from the front facing cameras (e.g., a depth camera and a visible light camera) to the rear facing cameras (e.g., two visible light cameras that are spaced apart from each other) (or vice versa) while maintaining display of the user interface controls for applying the lighting effect and replacing display of the field of view of the front facing cameras to the field of view of the rear facing cameras (or vice versa).


Additionally, FIGS. 6A-6G depicts (in the bottom portion) an overhead view 601 of user 603, interacting with device 600, as well as a top view of device 600, at the same point in time. As seen in the overhead view, user 603 is positioned a distance D from device 600, with the display of device 600 directly facing user 603. In some embodiments, device 600 determines distance D using data from at least a depth camera of biometric sensor 606. Overhead view 601 is not part of any user interface of device 600. Similarly, visual elements displayed outside of the display 602 of device 600 are not part of the displayed user interface, but are illustrated to provide the reader with a better understanding of the techniques described herein.


At FIG. 6A, device 600 displays, on display 602, biometric enrollment interface 604, which is a user interface for facilitating biometric enrollment of one or more portions of user 603 (e.g., for later use in biometric enrollment techniques). Biometric enrollment interface 604 includes a user image 612a, a progress meter 614, which includes progress ticks 614a and 614b that depict the status of biometric enrollment. In FIG. 6A, upper (ticks 614b) and lower portions of progress meter 614 are darkened, indicating that certain portions of the user's face (e.g., upper and lower portions) of the user's face have already been successfully captured as part of the overall enrollment process. In contrast, left (ticks 614a) and right portions of progress meter 614 remain undarkened/unfilled, indicating that the left and right portions of the user's face still remain uncaptured. Biometric interface 604 further includes text 616 to guide the user in the actions needed to complete the biometric enrollment process.


While displaying the user interface seen in FIG. 6A, device 600 detects that the user's face 605 is in an orientation relative to the biometric sensor 606 that does not meet enrollment criteria (e.g., face 605 is not orientated so as to permit capture of the right portion of the user's face). Device 600 proceeds to produce both audio and visual cues to further guide the user in the process of biometric authentication, as seen in FIG. 6B. In some embodiments, device 600 produces audio and visual cues only after device 600 detects the user maintaining an orientation that that does not meet enrollment criteria for at least a predetermined period of time (e.g., 5 seconds).


At FIG. 6B, device 600 displays, on display 602, movement prompt 618a (e.g., an animation guiding user 603 to turn his head to the left so as to permit capture of the right portion of his face) along with text 616b. Device 600 also outputs directional haptics 622a, via one or more haptic actuators. At the same time, device 600 outputs, in a (e.g., first) audio production mode, spatial audio 620a that is initially calculated to simulate audio being produced from a location DI (an initial location calculated by the device) that is to the left of the actual position of device 600, including the position of integrated speakers 608 and 610 of device 600, and at an angle θDI based on a center line between user 603 and device 600, as seen in overhead view 601. In some embodiments, location DI is determined based on a target orientation of the user's face that would allow for capture of a portion (e.g., a right portion) of the user's face required for successful biometric enrollment. However, due to one or more environmental (e.g., ambient noise), device contextual (e.g., orientation of the device, movement of the device, or current audio playback status of the device), or user-specific factors (e.g., user orientation with respect to the device, user positioning/distance from the device, specific physiological characteristics of user 603 (e.g., the user's ear and/or head shape)), user 603 localizes audio 620a as being produced from a location UI (an initial location perceived by the user) that is spaced apart from location DI and at an angle θUI based on a center line between user 603 and device 600. As seen in FIG. 6B, angle θUI is less than angle θDI.


At FIG. 6C, user 603 turns his head to the left so as to align the centerline of his head with location UI, based on the user's perception of the localization of audio 620a. Device 600 detects, via biometric sensor 606, that the orientation of the user's face has changed with respect to device 600 and, in response, updates display of user image 612b to reflect the change in orientation and partially fills ticks 614a indicating partial progress towards enrolling a corresponding portion (e.g., the right portion) of the user's face. However, because angle θUI is less than angle θDI, the user's face is not properly orientated so as to complete capture of the right portion of the user's face. In some embodiments, after detecting (e.g., via the biometric sensor 606) that the user has maintained a repositioned orientation (e.g., after the production of audio 620a) that does not align the user's face with θDI, thereby meeting feedback criteria, device 600 adjusts one or more characteristics of the audio output to produce adjusted audio 620b, which is calculated to simulate audio being produced from a location DA (which is the same location as position DI) that will align with the localization perceived by user 603 at location UA. In some embodiments, audio 620b is determined based, at least in part, on the difference between angle θDI and angle θUI, thereby adjusting for/factoring in user 603's specific physiological characteristics affecting the perception of audio localization or other factors (e.g., environmental factors) that affect the user's perceived localization. In some embodiments, device 600 stores the information used to adjust the spatial audio based as calibration data for use in generating subsequent spatial audio.


At FIG. 6D, device 600, in a (e.g., third) audio production mode, is producing adjusted audio 620b, which is calculated to be at position DA and is perceived by the user to be localized at position UA and user 603 has oriented his head so that the centerline of his head is aligned with position DA/UA. While device 600 is producing audio 620b, device 600 detects, via biometric sensor 606, that the user's head is oriented such that the centerline of the user's head is at an angle θDA/θUA. In accordance with the orientation of the right portion of the user's face meeting enrollment criteria (e.g., being at a required angle with respect to biometric sensor 606), device 600 stores image data (e.g., visible light image data and depth map image data) corresponding to the right portion of the user's face, captured using the biometric sensor 606. Further in accordance with the orientation of the right portion of the user's face meeting enrollment criteria, device 600 fills in ticks 614a and displays text 616c, and outputs haptics 622b (e.g., haptics that are different (e.g., stronger and non-directional) than haptics 622a), indicating that the right portion of the user's face has successfully been captured. Device 600 updates display of user image 612c, reflecting the detected change in orientation. In some embodiments, further in accordance with the orientation of the right portion of the user's face meeting enrollment criteria, device 600 outputs, in a (e.g., second) audio production mode, spatial audio that is (initially) calculated to simulate audio being produced from a location that is to the right of the actual position of device 600 to guide user 603 to orient his face in a position to allow capture and enrollment of the left portion of the user's face. In some embodiments, the spatial audio is produced subsequent to, but not in accordance with, the orientation of the right portion of the user's face meeting enrollment criteria. For example, the spatial audio is produced after device 600 detects the user maintaining an orientation that that does not meet enrollment criteria (e.g., enrollment criteria for the left portion of the user's face) for at least a predetermined period of time (e.g., 5 seconds) after the right portion of the user's face has successfully been captured.


At FIG. 6E, device 600 displays, on display 602, movement prompt 618b (e.g., an animation guiding user 603 to turn his head to the right so as to permit capture of the left portion of his face) along with text 616d. Device 600 also outputs directional haptics 622b, via one or more haptic actuators. At the same time, device 600 outputs, in a (second) audio production mode, spatial audio 620c that is calculated to simulate audio being produced from a location DI (an initial location calculated by the device) that is to the right of the actual position of device 600 (including the position of integrated speakers 608 and 610 of device 600) and at an angle θDI based on a center line between user 603 and device 600, as seen in overhead view 601. In the embodiment of FIG. 6E, device 600 uses calibration data obtained from the adjustment of spatial audio 620a to generate spatial audio 620b to generate spatial audio 620c. As a result, spatial audio 620c is perceptually localized by user 603 at location UI that corresponds to location DI (e.g., corresponds without the need for further adjustment).


At FIG. 6F, device 600 detects, via biometric sensor 606, user 603 turning his head to the right (e.g., turning his head so as to orient on the perceived location of audio 620c). In response to the detected change in orientation, device 600 updates display of user image 612d to reflect the change in orientation and partially fills ticks 614b indicating partial progress towards enrolling a corresponding portion (e.g., the left portion) of the user's face. Device 600 continues to produce audio 620c and directional haptics 622c.


Just prior to FIG. 6G, device 600, remains in the second audio production mode and continues to produce spatial audio 620c. At FIG. 6G, while device 600 is producing audio 620c, device 600 detects, via biometric sensor 606, that the user's head is oriented such that the centerline of the user's head is at an angle θDA/θUA. In accordance with the orientation of the left portion of the user's face meeting enrollment criteria (e.g., being at a required angle with respect to biometric sensor 606), device 600 stores image data (e.g., visible light image data and depth map image data) corresponding to the left portion of the user's face, captured using the biometric sensor 606. Further in accordance with the orientation of the left portion of the user's face meeting enrollment criteria, device 600 fills in ticks 614b and displays text 616d, and outputs haptics 622d (e.g., non-directional haptics that are different than haptics 622c) indicating that the left portion of the user's face has successfully been captured. Device 600 updates display of user image 612e, reflecting the detected change in orientation.


At FIG. 6H, device 600 determines that overall enrollment criteria are met (e.g., all required portions of the user's face have been successfully captured) and displays text 616e, signaling the successful completion of biometric enrollment of the user's face.



FIG. 6I depicts the user interacting with device 600 at a point in time after successful completion of biometric enrollment of the user's face (e.g., after FIG. 6H). FIG. 6J depicts the user interface of device 600, as user 603 interacts with device 600. As shown in FIG. 6J, device 600 displays a lock image 624, indicating that device 600 is in a locked state (e.g., a state in which one or functions of the device is inaccessible (e.g., inaccessible until authentication is provided). Device 600 determines that authentication criteria are met (e.g., detects the presence of user 603 via biometric sensor 606, detects a change in orientation of the device (e.g., from lowered position to a raised position), or detects a touch on touch-sensitive display 602) and performs a biometric authentication check using data captured by biometric sensor 606.


At FIG. 6K, device 600 determines that data captured by biometric sensor 606 matches stored, authorized biometric data (e.g., user 603 is confirmed to be the same user that performed the biometric enrollment of FIGS. 6A-6H) and unlocks, as indicated by the updated display of lock image 624b. User 603 is now free to access previously inaccessible functions of device 600.



FIGS. 7A-7D depicts a biometric enrollment process that shares some similarities with the biometric enrollment process of FIGS. 6A-6H. In contrast to user 603 of FIGS. 6A-6H, user 703 of FIGS. 7A-7D is wearing wireless headphones 707, which are operatively connected to device 600 (e.g., via Wi-Fi, Bluetooth, near field communication (NFC), cellular, and/or other wireless communication techniques). Device 600 detects the connection to headphones 707 and configures audio (including spatial audio associated with biometric enrollment) to be outputted via the headphones 707, rather than device speakers 608 and 610. In the embodiment of FIGS. 7A-7D, headphones 707 include a plurality of speakers and one or more physiological sensors that determine characteristics (e.g., the shape of the user's ears and/or head) of user 703 that affect the perceptual localization of the spatial audio and transmits information to device 600 that can be used to calibrate spatial audio signals. Headphones 707 also includes one or more accelerometers configured to detect changes in orientation and position of the headphones 707 and transmit information to device 600 that can be used to determine changes in orientation and position of the headphones, with respect to the position of device 600.


While displaying the user interface seen in FIG. 7A, which includes biometric enrollment interface 704 includes a user image 712a, text 716a, a progress meter 714, which includes progress ticks 714a and 714b that depict the status of biometric enrollment, device 600 detects that the user's face 705 is in an orientation relative to the biometric sensor 606 that does not meet enrollment criteria (e.g., face 605 is not orientated so as to permit capture of the left portion of the user's face). Device 600 proceeds to produce both audio and visual cues to further guide the user in the process of biometric authentication, as seen in FIG. 7B. In some embodiments, device 600 produces audio and visual cues only after device 600 detects the user maintaining an orientation that that does not meet enrollment criteria for at least a predetermined period of time (e.g., 5 seconds).


At FIG. 7B, device 600 displays, on display 602, movement prompt 718a (e.g., an animation guiding user 703 to turn his head to the right so as to permit capture of the left portion of his face) along with text 716b. Device 600 also outputs directional haptics 722a, via one or more haptic actuators. At the same time, device 600 outputs, in a (e.g., first) audio production mode, spatial audio 720a that is calculated to simulate audio being produced from a location DI (an initial location calculated by the device) that is to the right of the actual position of device 600 and at an angle θDI based on a center line between user 703 and device 600, as seen in overhead view 701. In some embodiments, location DI is determined based on a target orientation of the user's face that would allow for capture of a portion (e.g., a left portion) of the user's face required for successful biometric enrollment. In the embodiment of FIG. 7B, device 600 uses calibration data obtained from the physiological sensors of headphones 707 to generate spatial audio 720a. As a result, spatial audio 720a is perceptually localized by user 703 at location UI that corresponds to location DI (e.g., corresponds without the need for further adjustment).


At FIG. 7C, device 600 detects, via biometric sensor 606, user 703 turning his head to the right (e.g., turning his head so as to orient on the perceived location of audio 720a). In response to the detected change in orientation, device 600 updates display of user image 712b to reflect the change in orientation and partially fills ticks 714b indicating partial progress towards enrolling a corresponding portion (e.g., the left portion) of the user's face. Device 600 continues to produce audio 720a and directional haptics 714a. As shown in FIG. 7C, because user 703 is wearing headphones 707, the change in the orientation of the user's head with respect to device 600 causes a corresponding change in the orientation of headphones 707 with respect to device 600. Consequently, spatial audio 720a would be perceptually localized by the user at position UI, which is further to the right of position UI of FIG. 7A, prior to the change in orientation of the user's head. As a result, the user's head would be at an angle θUI, with respect to a center line between user 703 and device 600, that is greater than that of OUT of FIG. 7B and that is greater than an optimal angle for enrollment of the left portion of the user's face. To avoid the phenomenon of the simulated position of the spatial audio shifts (e.g., constantly or intermittently shifts) with changes in orientation of the user's head, device 600 adjusts or modulates the spatial audio (e.g., while remaining in the first audio production mode) to produce adjusted spatial audio 720b. In some embodiments, device 600 adjust the spatial audio based on accelerometer data received from headphones 707 and/or based on data captured via biometric sensor 606, reflecting a change in orientation of the user's head and headphones 707. In FIG. 7C, adjusted spatial audio 720b simulates audio sourced at a position DA that matches position DT of FIG. 7B. In some embodiments, device 600 continues (e.g., constantly or intermittently) to adjust or modulate the spatial audio as further changes in orientation of the user's head are detected.


At FIG. 7D, device 600 is outputting spatial audio 720c, an adjusted spatial audio that is perceptually localized by the user as directly in front, while the user's head is oriented at an angle θUA that is optimal for biometric capture of the left portion of the user's face. While device 600 is producing audio 720c, device 600 detects, via biometric sensor 606, that the user's head is oriented such that the centerline of the user's head is at an angle θUA. In accordance with the orientation of the left portion of the user's face meeting enrollment criteria (e.g., being at a required angle with respect to biometric sensor 606), device 600 stores image data (e.g., visible light image data and depth map image data) corresponding to the left portion of the user's face, captured using the biometric sensor 606. Further in accordance with the orientation of the left portion of the user's face meeting enrollment criteria, device 600 fills in ticks 714b and displays text 716c, and outputs haptics 722b (e.g., haptics that are different (e.g., stronger and non-directional) than haptics 722a) indicating that the left portion of the user's face has successfully been captured. Device 600 updates display of user image 712c, reflecting the detected change in orientation. In some embodiments, biometric authentication continues until all required portions of the user's face are enrolled.



FIGS. 8A-8C depicts a biometric enrollment process that shares some similarities with the biometric enrollment processes of FIGS. 6A-6H and FIGS. 7A-7D. Note that in FIGS. 8A-8C, a side view 801 of user 803 interacting with device 600 is provided, rather than an overhead view. User 803 is wearing wireless headphones 707, which are operatively connected to device 600 (e.g., via Wi-Fi, Bluetooth, near field communication (NFC), cellular, and/or other wireless communication techniques).


While displaying the user interface seen in FIG. 8A, which includes biometric enrollment interface 804 includes a user image 812a, text 816a, a progress meter 814, which includes progress ticks 814a and 814b that depict the status of biometric enrollment, device 600 detects that the user's face 805 is in an orientation relative to the biometric sensor 606 that does not meet enrollment criteria (e.g., face 605 is not orientated so as to permit capture of the lower portion of the user's face). Device 600 proceeds to produce both audio and visual cues to further guide the user in the process of biometric authentication, as seen in FIG. 8B. In some embodiments, device 600 produces audio and visual cues only after device 600 detects the user maintaining an orientation that that does not meet enrollment criteria for at least a predetermined period of time (e.g., 5 seconds).


At FIG. 8B, device 600 displays, on display 602, movement prompt 818a (e.g., an animation guiding user 703 to look upwards so as to permit capture of the lower portion of his face) along with text 816b. Device 600 also outputs directional haptics 822a, via one or more haptic actuators. At the same time, device 600 outputs, in a (first) audio production mode, spatial audio 820a that is calculated to simulate audio being produced from a location DI (an initial location calculated by the device) that above the actual position of device 600 and at an angle θDI based on a center line between user 803 and device 600, as seen in side view 801. In some embodiments, location DI is determined based on a target orientation of the user's face that would allow for capture of a portion (e.g., a lower portion) of the user's face required for successful biometric enrollment. In the embodiment of FIG. 8B, device 600 uses calibration data obtained from the physiological sensors of headphones 707 to generate spatial audio 820a. As a result, spatial audio 820a is perceptually localized by user 803 at location UI that corresponds to location DI (e.g., corresponds without the need for further adjustment).


At FIG. 8C, device 600 is outputting spatial 820b (an adjusted spatial audio that is perceptually localized by the user as directly in front, while the user's head is oriented at an angle θUA that is optimal for biometric capture of the lower portion of the user's face). While device 600 is producing audio, device 600 detects, via biometric sensor 606, that the user's head is oriented such that the centerline of the user's head is at an angle θUA. In accordance with the orientation of the lower portion of the user's face meeting enrollment criteria (e.g., being at a required angle with respect to biometric sensor 606), device 600 stores image data (e.g., visible light image data and depth map image data) corresponding to the lower portion of the user's face, captured using the biometric sensor 606. Further in accordance with the orientation of the lower portion of the user's face meeting enrollment criteria, device 600 fills in ticks 814a and displays text 816c, and outputs haptics 822b (e.g., haptics that are different (e.g., stronger and non-directional) than haptics 822a) indicating that the lower portion of the user's face has successfully been captured. Device 600 updates display of user image 812b, reflecting the detected change in orientation. In some embodiments, biometric authentication continues until all required portions of the user's face are enrolled.



FIG. 9A-9C is a flow diagram illustrating a method for audio-assisted biometric enrollment using an electronic device in accordance with some embodiments. Method 900 is performed at a device (e.g., 100, 300, 500) with one or more biometric sensors (e.g., 606) and operably connected to a plurality of speakers (e.g., left and right speakers, left and right headphones (e.g., earphones, earbuds)) (e.g., 608, 610, and/or 707). In some embodiments, the electronic device includes one or more biometric sensors that optionally include one or more cameras such as an infrared camera, a thermographic camera, or a combination thereof. In some embodiments, the device further includes a light-emitting device, such as an IR flood light, a structured light projector, or a combination thereof. The light-emitting device is, optionally, used to illuminate the biometric feature (e.g., the face) during capture of biometric data of the biometric features by the one or more biometric sensors.


In accordance with some embodiments, the first speaker (e.g., 608) and second speaker (e.g., 610) are in fixed positions relative to the one or more biometric sensors (e.g., 606).


In accordance with some embodiments, the first speaker and the second speaker are not in a fixed position (e.g., left and right headphones (e.g., earphones or earbuds); e.g., 707) relative to the one or more biometric sensors.


Some operations in method 900 are, optionally, combined, the orders of some operations are, optionally, changed, and some operations are, optionally, omitted.


As described below, method 900 provides an intuitive way for providing audio-assisted biometric enrollment. The method reduces the cognitive burden on a user for biometric enrollment, thereby creating a more efficient human-machine interface. For battery-operated computing devices, enabling a user to enroll a biometric feature faster and more efficiently conserves power and increases the time between battery charges.


The electronic device (e.g., 600), while detecting that a biometric feature (e.g., a face 605) is in a first orientation (e.g., the orientation (e.g., the user's face has tilted upwards) of the biometric feature relative to the one or more biometric sensors is based on the alignment of a face of a user in image data captured by the one or more cameras), relative to the one or more biometric sensors (e.g., 606), that does not meet a first enrollment criteria (e.g., a requirement that the image data includes data corresponding to a first angular view of the face of the user from a first perspective angle (e.g., a right profile perspective of the face, such as when the user's face is tilted to the right)), produces (902) audio in a first audio production mode (e.g., by applying filters). The audio produced in the first audio production mode is generated so as to simulate audio being produced from a first location (e.g., DI) that is not the location of the one or more biometric sensors and is not the location of the first speaker or the second speaker (e.g., audio that is perceived by a user as being produced from a first direction (e.g., to the right of the device) that is not in the direction of the electronic device). Producing audio so as to simulate audio being produced from a first location that is not the location of the one or more biometric sensors and is not the location of the first speaker or the second speaker provides the user with improved information as to a target orientation and reduces the inputs needed to complete biometric enrollment. Providing improved audio feedback to the user enhances the operability of the device and makes the user-device interface more efficient (e.g., by helping the user to provide proper inputs and reducing user mistakes when operating/interacting with the device) which, additionally, reduces power usage and improves battery life of the device by enabling the user to use the device more quickly and efficiently.


In accordance with some embodiments, the first location (e.g., DI) is in a direction perpendicular (e.g., vertical direction above or below the user's head) to a plane formed by the first speaker (e.g., 608), the second speaker (e.g., 610), and at least one of the one or more biometric sensors (e.g., 606).


In accordance with some embodiments, the electronic device is operably connected to a third speaker and a fourth speaker (e.g., left and right speakers or speakers 608 and 610) and producing audio in the first audio production mode includes the electronic device determining (904) if the first speaker and second speaker (e.g., speakers of headphones 707) are operable (e.g., speakers are powered on or capable of playing audio), and, in accordance with determining that the first and second speakers are operable, the electronic device foregoes (906) producing audio using the third speaker and the fourth speaker.


In accordance with some embodiments, producing audio in the first audio production mode includes the electronic device foregoing modulating the audio (e.g., not varying the interaural time difference, HRTF, or cross cancellation) of the first speaker (e.g., 608) and the second speaker (e.g., 610) based on a change in position of the biometric feature (e.g., 605) relative to the one or more biometric sensors (e.g., 606).


In accordance with some embodiments, producing audio in the first audio production mode includes, in accordance with a determination that the second orientation (e.g., orientation seen in FIG. 6B) does not meet the first enrollment criteria (e.g., face is not in the right orientation) and in accordance with a determination that a feedback criteria (e.g., second orientation maintained for a period of time) is met, the electronic device producing audio in a third audio production mode (e.g., audio that is perceived by a user as being produced from a third direction (e.g., D A) that is not in the direction of the electronic device or the first direction (e.g., DI) (e.g., where the audio is perceived as being farther to the right of the electronic device)) (In some embodiments, audio produced in the third audio production mode is modified using or more of an HRTF, applying an interaural time difference of audio, or cross cancellation). Audio produced in the third audio production mode is generated so as to simulate audio being produced from a third location (e.g., DA) that is not the location of the one or more biometric sensors (e.g., 606), wherein the third location is different from the first location. Producing adjusted audio so as to simulate audio being produced from a third location that is not the location of the one or more biometric sensors and is not the location of the first speaker or the second speaker provides the user with improved information as to a target orientation and reduces the inputs needed to complete biometric enrollment. Doing so when the user is in a second orientation that does not meet the first enrollment criteria further assists the user in achieving an orientation required for biometric enrollment. Providing improved audio feedback to the user enhances the operability of the device and makes the user-device interface more efficient (e.g., by helping the user to provide proper inputs and reducing user mistakes when operating/interacting with the device) which, additionally, reduces power usage and improves battery life of the device by enabling the user to use the device more quickly and efficiently.


In accordance with some embodiments, the electronic device, in accordance with a determination that the second orientation does not meet the first enrollment criteria (e.g., second orientation not maintained for a period of time (e.g., user does not stop moving face towards target orientation)) and in accordance with a determination that the feedback criteria is not met, remains in the first audio production mode (e.g., foregoing transitioning to producing audio in the third audio production mode).


In accordance with some embodiments, the first enrollment criteria includes a target orientation (e.g., determining that the image data includes data corresponding to a first angular view of the face of the user from a first perspective angle (e.g., a right profile perspective of the face, such as when the user's face is tilted to the right)) and the third location (e.g., DA) is determined based on the difference between the target orientation and the second orientation (e.g., the difference between DI and UI of FIG. 6C). (e.g., the electronic device employs a process integral derivative feedback loop where the error value is the delta between the desired head pose).


In accordance with some embodiments, producing audio in the first audio production mode includes the electronic device modulating (908) the audio (e.g., varying the applied interaural time difference, HRTF, or cross cancellation function) of the first speaker (e.g., 608) and second speaker (e.g., 610) so that the audio continues to be generated so as to simulate audio being produced from the first location (e.g., DI), wherein modulating the audio is based on a change in position of the first speaker and second speaker relative (e.g., a headphone/earphone/earbud wearing user tilting head in one direction) to the one or more biometric sensors.


In accordance with some embodiments, producing audio in the first audio production mode includes the electronic device producing (910) a first tactile output (e.g., haptic output; e.g., 622a) corresponding (e.g., haptic output that indicates the direction of the sound (e.g., sequence of vibrations of a certain count that indicates left while a different number indicates right)) to the first location (e.g., DI). Providing a tactile output that corresponds to the first location (e.g., a location corresponding to an orientation required for biometric enrollment) provides the user with improved information as to a target orientation and reduces the inputs needed to complete biometric enrollment. Providing improved tactile feedback to the user enhances the operability of the device and makes the user-device interface more efficient (e.g., by helping the user to provide proper inputs and reducing user mistakes when operating/interacting with the device) which, additionally, reduces power usage and improves battery life of the device by enabling the user to use the device more quickly and efficiently.


In accordance with some embodiments, the electronic device further includes a display (In some embodiments, the display is a touch-sensitive display. In some embodiments, the display is not a touch sensitive display. In some embodiments, the electronic device, while detecting that a biometric feature (e.g., 605) is in a first orientation, displays (912), on the display, a biometric enrollment interface (e.g., 604). In some embodiments, the displayed biometric enrollment interface is a biometric enrollment interface having one or more features of the biometric enrollment interfaces described in U.S. Patent Application No. 62/557,130, “Implementation Of Biometric Authentication,” filed Sep. 11, 2017, e.g., at paragraphs [0278], [0285]-[0300], [0318]-[0323] and FIGS. 7S and 9R, which is hereby incorporated by reference. In some embodiments, the biometric enrollment interface includes user facial image data displayed within a positioning element. User facial image data may include a user facial image in a live preview of image data captured by the one or more biometric sensor. The biometric enrollment interface may also optionally include an enrollment progress meter (e.g., 614) that surrounds the user facial image and positioning element. The enrollment progress meter is composed of a set of progress elements (e.g., 614a) that extend radially outward from the user facial image and, in some examples, in a circular pattern. In some embodiments, the displayed biometric enrollment interface includes an orientation guide. In some embodiments, the orientation guide includes a set of curved lines (e.g., crosshairs) that appear to extend out of the plane of the display in a virtual z-dimension, intersecting over the center of the user facial image. In some examples, the orientation guide provides a sense of the three-dimensional orientation of the user's face even though the image is two-dimensional. In this case, the orientation guide assists the user in the biometric enrollment process by making rotations and/or tilts of the user's head relative to the device more visually apparent. Biometric enrollment interface may also include a text prompt (e.g., 616a), which optionally instructs the user to begin tilting their head, for instance, in a circle to perform enrollment.


In accordance with some embodiments, producing audio in the first audio production mode includes the electronic device displaying, as part of the biometric enrollment interface (e.g., 604), a first visual output (e.g., images on the biometric enrollment interface indicating the direction the user should turn their face for enrolling; 618c) corresponding to the first location (e.g., the visual output indicates the direction the user should turn their face for enrollment, such as displaying the phrase “turn to the left”). Providing a visual output that corresponds to the first location (e.g., a location corresponding to an orientation required for biometric enrollment) provides the user with improved information as to a target orientation and reduces the inputs needed to complete biometric enrollment. Providing improved visual feedback to the user enhances the operability of the device and makes the user-device interface more efficient (e.g., by helping the user to provide proper inputs and reducing user mistakes when operating/interacting with the device) which, additionally, reduces power usage and improves battery life of the device by enabling the user to use the device more quickly and efficiently.


In some embodiments, the electronic device, further in accordance with a determination that the second orientation of the biometric feature meets the first enrollment criteria, displays, on the display, a second visual output (e.g., visual feedback that provides the user an indication that the user's face is in the correct position (e.g., displaying the phrase “stop turning”; 616c)).


In accordance with some embodiments, producing audio in a first audio production mode includes the electronic device detecting, using the one or more biometric sensors, a distance (e.g., 601) the user is from the one or biometric sensors, and determining the first location based on the distance the user is from the one or more biometric sensors.


In accordance with some embodiments, producing audio using the first audio production mode includes the electronic device applying one or more functions selected from the group consisting of: a head-related transfer function, an interaural time difference function, and a cross cancellation function.


In accordance with some embodiments, prior to producing audio in the first audio production mode, the electronic device detects (e.g., using the one or more biometric sensors or a second set of one or more biometric sensors (e.g., a second set of biometric sensors included in headphones worn by the user) a user physical characteristic (e.g., head shape or ear shape). In such embodiments, producing audio in a first audio production mode includes modulating the audio produced in the first audio production mode based on the user physical characteristic.


In accordance with some embodiments, after producing audio in a first audio production mode and while the electronic device remains in the first audio production mode, the electronic device, in accordance with a determination that the second orientation of the biometric feature does not meet the first enrollment criteria (e.g., the user's face is not at the target orientation), continues to produce audio in the first audio production mode.


The electronic device, while remaining in the first audio production mode (e.g., the electronic device remains in the audio production mode even it is not actively producing audio at a given time point), detects (914) a change in orientation of the biometric feature relative to the one or more biometric sensors from the first orientation to a second orientation (e.g., the user's face is turned to the right).


In accordance with some embodiments, detecting a change in orientation of the biometric feature is based on one or more motion sensors (e.g. inertial measurement unit sensor), wherein the one or more motion sensors are in a fixed position relative to the first speaker and second speaker (e.g., motion sensors integrated into headphones 707). In some embodiments, the change is detected using inertial measurement unit sensors built-in to headphones, earphones, or earbuds.


In accordance with some embodiments, detecting a change in the orientation of the biometric feature is based on data from the one or more biometric sensors (e.g., 606) (e.g. two-dimensional front facing camera, lidar or structured light sensor, or creating a three-dimensional model of the head using depth reconstruction from multiple depth of field images taken in rapid succession).


The electronic device, while remaining (916) in the first audio production mode and in accordance with a determination that the second orientation of the biometric feature meets the first enrollment criteria (e.g., face is in the target orientation), stores (918) (e.g., enrolling the first data for subsequent use in a biometric authentication method) first image data (e.g., data from the face of the user corresponding to an angular view of the user from a perspective angle) corresponding to the biometric feature from the one or biometric sensors captured while the biometric feature is in the second orientation (e.g., the user's face is turned to the right). Storing image data corresponding to the biometric feature can provide the user with the ability to use the data for later biometric authentication, improving security. Improving security enhances the operability of the device and makes the user-device interface more secure which, reduces the risk of unauthorized use.


The electronic device, while remaining (916) in the first audio production mode and in accordance with a determination that the second orientation of the biometric feature meets the first enrollment criteria (e.g., face is in the target orientation), produces (920) audio in a second audio production mode. The audio produced in the second audio production mode is generated so as to simulate audio being produced from a second location (e.g., DI of FIG. 6E) that is not the location of the one or more biometric sensors and is not the location of the first speaker or the second speaker. The first location is different from the second location (e.g., audio that is perceived by a user as being produced from a second direction that is not in the direction of the electronic device or the first direction (e.g., where the audio is perceived as being to the left of the electronic device)).


In accordance with some embodiments, the electronic device, further in accordance with a determination that the second orientation of the biometric feature meets the first enrollment criteria, produces a second tactile output (e.g., haptic feedback that provides the user an indication that the user's face is in the correct position; e.g., 622b). In some embodiments, the second tactile output is different than the first tactile output.


In accordance with some embodiments, while the electronic device remains (922) in the second audio production mode (e.g., the electronic device remains in the mode even if it is not actively producing audio at a given time point), the electronic device detects (924) a change in orientation of the biometric feature relative to the one or more biometric sensors from the second orientation to a third orientation (e.g., the user's face is turned to the left). while the electronic device remains (922) in the second audio production mode and in accordance with a determination that the third orientation of the biometric feature meets a second enrollment criteria (e.g., an enrollment criteria different than the first enrollment criteria), the electronic device stores (926) (e.g., enrolling the second data for subsequent use in a biometric authentication method) second image data (e.g., user facial image) corresponding to the biometric feature from the one or biometric sensors captured while the biometric feature is in the third orientation. (e.g., the user's face is turned to the left).


In accordance with some embodiments, the electronic device receives a request to access a restricted function of the device (e.g., a request to unlock the device; e.g., as seen in FIG. 6I). In response to the request to access the restricted function of the device, the electronic device, in accordance with a determination that biometric authentication criteria has been met (e.g., a biometric feature, such as a face, is authenticated by the device) based on biometric data provided by the one or more biometric sensors, providing access to the restricted function of the device (e.g., transition the electronic device from a first visual state (e.g., locked state) to a second visual state (e.g., unlocked state)) and in accordance with a determination that biometric authentication criteria has not been met based on biometric data provided by the one or more biometric sensors, forgoes providing access to the restricted function of the device (e.g., maintain the electronic device in the first visual state (e.g., locked state)).


In accordance with some embodiments, the biometric feature is at least a portion of a face (e.g., 605); and the first image data obtained from the one or more biometric sensors includes biometric data associated with the at least a portion of the face.


In accordance with some embodiments, the first enrollment criteria includes a criterion that is satisfied when the biometric feature is oriented relative to the one or more sensors in a predetermined manner (e.g., face is oriented 90° to the right of the electronic device).


The foregoing description, for purpose of explanation, has been described with reference to specific embodiments. However, the illustrative discussions above are not intended to be exhaustive or to limit the invention to the precise forms disclosed. Many modifications and variations are possible in view of the above teachings. The embodiments were chosen and described in order to best explain the principles of the techniques and their practical applications. Others skilled in the art are thereby enabled to best utilize the techniques and various embodiments with various modifications as are suited to the particular use contemplated.


Although the disclosure and examples have been fully described with reference to the accompanying drawings, it is to be noted that various changes and modifications will become apparent to those skilled in the art. Such changes and modifications are to be understood as being included within the scope of the disclosure and examples as defined by the claims.


As described above, one aspect of the present technology is the gathering and use of data available from various sources to improve the enrollment of biometric features and the security of devices. The present disclosure contemplates that in some instances, this gathered data may include personal information data that uniquely identifies or can be used to contact or locate a specific person. Such personal information data can include demographic data, location-based data, telephone numbers, email addresses, twitter IDs, home addresses, data or records relating to a user's health or level of fitness (e.g., vital signs measurements, medication information, exercise information), date of birth, or any other identifying or personal information.


The present disclosure recognizes that the use of such personal information data, in the present technology, can be used to the benefit of users. For example, the personal information data can be used to improve biometric enrollment and to improve the security of devices. Accordingly, use of such personal information data enables users to better secure their data. Further, other uses for personal information data that benefit the user are also contemplated by the present disclosure. For instance, health and fitness data may be used to provide insights into a user's general wellness, or may be used as positive feedback to individuals using technology to pursue wellness goals.


The present disclosure contemplates that the entities responsible for the collection, analysis, disclosure, transfer, storage, or other use of such personal information data will comply with well-established privacy policies and/or privacy practices. In particular, such entities should implement and consistently use privacy policies and practices that are generally recognized as meeting or exceeding industry or governmental requirements for maintaining personal information data private and secure. Such policies should be easily accessible by users, and should be updated as the collection and/or use of data changes. Personal information from users should be collected for legitimate and reasonable uses of the entity and not shared or sold outside of those legitimate uses. Further, such collection/sharing should occur after receiving the informed consent of the users. Additionally, such entities should consider taking any needed steps for safeguarding and securing access to such personal information data and ensuring that others with access to the personal information data adhere to their privacy policies and procedures. Further, such entities can subject themselves to evaluation by third parties to certify their adherence to widely accepted privacy policies and practices. In addition, policies and practices should be adapted for the particular types of personal information data being collected and/or accessed and adapted to applicable laws and standards, including jurisdiction-specific considerations. For instance, in the US, collection of or access to certain health data may be governed by federal and/or state laws, such as the Health Insurance Portability and Accountability Act (HIPAA); whereas health data in other countries may be subject to other regulations and policies and should be handled accordingly. Hence different privacy practices should be maintained for different personal data types in each country.


Despite the foregoing, the present disclosure also contemplates embodiments in which users selectively block the use of, or access to, personal information data. That is, the present disclosure contemplates that hardware and/or software elements can be provided to prevent or block access to such personal information data. For example, in the case of biometric security, the present technology can be configured to allow users to select to “opt in” or “opt out” of participation in the collection of personal information data during registration for services or anytime thereafter. In another example, users can select not to provide biometric data for audio-assisted enrolment of one or more biometric features. In yet another example, users can select to limit the length of time biometric data is maintained. In addition to providing “opt in” and “opt out” options, the present disclosure contemplates providing notifications relating to the access or use of personal information. For instance, a user may be notified upon downloading an app that their personal information data will be accessed and then reminded again just before personal information data is accessed by the app.


Moreover, it is the intent of the present disclosure that personal information data should be managed and handled in a way to minimize risks of unintentional or unauthorized access or use. Risk can be minimized by limiting the collection of data and deleting data once it is no longer needed. In addition, and when applicable, including in certain health related applications, data de-identification can be used to protect a user's privacy. De-identification may be facilitated, when appropriate, by removing specific identifiers (e.g., date of birth, etc.), controlling the amount or specificity of data stored (e.g., collecting location data a city level rather than at an address level), controlling how data is stored (e.g., aggregating data across users), and/or other methods.


Therefore, although the present disclosure broadly covers use of personal information data to implement one or more various disclosed embodiments, the present disclosure also contemplates that the various embodiments can also be implemented without the need for accessing such personal information data. That is, the various embodiments of the present technology are not rendered inoperable due to the lack of all or a portion of such personal information data. For example, devices can be secured based on non-personal information data or a bare minimum amount of personal information or publicly available information.

Claims
  • 1. An electronic device, comprising: a display;one or more processors;one or more biometric sensors; andmemory storing one or more programs configured to be executed by the one or more processors, the one or more programs including instructions for: while enrolling a biometric feature using the one or more biometric sensors, displaying, via the display, a visual indication prompting a user to move the biometric feature toward a first orientation; andafter displaying the visual indication prompting the user to move the biometric feature toward the first orientation: in accordance with a determination that the biometric feature is not in the first orientation after a predetermined amount of time has passed since displaying the visual indication prompting the user to move the biometric feature toward the first orientation, producing audio indicating that an orientation of the biometric feature should be changed while maintaining display of the visual indication prompting the user to move the biometric feature toward the first orientation, wherein producing the audio indicating that the orientation of the biometric feature should be changed includes simulating audio being produced from a location that is different from a location of the electronic device, wherein the location that is different from the location of the electronic device is determined based on a target orientation of the biometric feature.
  • 2. The electronic device of claim 1, wherein the one or more biometric sensors include one or more cameras.
  • 3. The electronic device of claim 1, wherein the one or more programs further include instructions for: after producing the audio indicating that the orientation of the biometric feature should be changed, detecting, via one or more biometric sensors of the electronic device, that the orientation of the biometric feature is in the first orientation; andin response to detecting that the orientation of the biometric feature is in the first orientation, capturing, via the one or more biometric sensors of the electronic device, information about the biometric feature.
  • 4. The electronic device of claim 3, wherein the information about the biometric feature includes depth information about the biometric feature.
  • 5. The electronic device of claim 3, wherein the one or more programs further include instructions for: after capturing the information about the biometric feature, outputting an indication that the information about the biometric feature was successfully captured.
  • 6. The electronic device of claim 1, wherein the biometric feature is at least a portion of a face of the user.
  • 7. The electronic device of claim 1, wherein the first orientation is a target orientation of the biometric feature relative to the one or more biometric sensors.
  • 8. A non-transitory computer-readable storage medium storing one or more programs configured to be executed by one or more processors of an electronic device having a display and one or more biometric sensors, the one or more programs including instructions for: while enrolling a biometric feature using the one or more biometric sensors, displaying, via the display, a visual indication prompting a user to move the biometric feature toward a first orientation; andafter displaying the visual indication prompting the user to move the biometric feature toward the first orientation: in accordance with a determination that the biometric feature is not in the first orientation after a predetermined amount of time has passed since displaying the visual indication prompting the user to move the biometric feature toward the first orientation, producing audio indicating that an orientation of the biometric feature should be changed while maintaining display of the visual indication prompting the user to move the biometric feature toward the first orientation, wherein producing the audio indicating that the orientation of the biometric feature should be changed includes simulating audio being produced from a location that is different from a location of the electronic device, wherein the location that is different from the location of the electronic device is determined based on a target orientation of the biometric feature.
  • 9. The non-transitory computer-readable storage medium of claim 8, wherein the one or more biometric sensors include one or more cameras.
  • 10. The non-transitory computer-readable storage medium of claim 8, wherein the one or more programs further include instructions for: after producing the audio indicating that the orientation of the biometric feature should be changed, detecting, via one or more biometric sensors of the electronic device, that the orientation of the biometric feature is in the first orientation; andin response to detecting that the orientation of the biometric feature is in the first orientation, capturing, via the one or more biometric sensors of the electronic device, information about the biometric feature.
  • 11. The non-transitory computer-readable storage medium of claim 10, wherein the information about the biometric feature includes depth information about the biometric feature.
  • 12. The non-transitory computer-readable storage medium of claim 10, wherein the one or more programs further include instructions for: after capturing the information about the biometric feature, outputting an indication that the information about the biometric feature was successfully captured.
  • 13. The non-transitory computer-readable storage medium of claim 8, wherein the biometric feature is at least a portion of a face of the user.
  • 14. The non-transitory computer-readable storage medium of claim 8, wherein the first orientation is a target orientation of the biometric feature relative to the one or more biometric sensors.
  • 15. A method, comprising: at an electronic device having a display and one or more biometric sensors: while enrolling a biometric feature using the one or more biometric sensors, displaying, via the display, a visual indication prompting a user to move the biometric feature toward a first orientation; andafter displaying the visual indication prompting the user to move the biometric feature toward the first orientation: in accordance with a determination that the biometric feature is not in the first orientation after a predetermined amount of time has passed since displaying the visual indication prompting the user to move the biometric feature toward the first orientation, producing audio indicating that an orientation of the biometric feature should be changed while maintaining display of the visual indication prompting the user to move the biometric feature toward the first orientation, wherein producing the audio indicating that the orientation of the biometric feature should be changed includes simulating audio being produced from a location that is different from a location of the electronic device, wherein the location that is different from the location of the electronic device is determined based on a target orientation of the biometric feature.
  • 16. The method of claim 15, wherein the one or more biometric sensors include one or more cameras.
  • 17. The method of claim 15, further comprising: after producing the audio indicating that the orientation of the biometric feature should be changed, detecting, via one or more biometric sensors of the electronic device, that the orientation of the biometric feature is in the first orientation; andin response to detecting that the orientation of the biometric feature is in the first orientation, capturing, via the one or more biometric sensors of the electronic device, information about the biometric feature.
  • 18. The method of claim 17, wherein the information about the biometric feature includes depth information about the biometric feature.
  • 19. The method of claim 17, further comprising: after capturing the information about the biometric feature, outputting an indication that the information about the biometric feature was successfully captured.
  • 20. The method of claim 15, wherein the biometric feature is at least a portion of a face of the user.
  • 21. The method of claim 15, wherein the first orientation is a target orientation of the biometric feature relative to the one or more biometric sensors.
CROSS-REFERENCE TO RELATED APPLICATIONS

This application is a Continuation of U.S. patent application Ser. No. 17/409,570, titled “AUDIO ASSISTED ENROLLMENT,” filed Aug. 23, 2021, which is a Continuation of U.S. patent application Ser. No. 16/456,839, titled “AUDIO ASSISTED ENROLLMENT,” filed Jun. 28, 2019, now U.S. Pat. No. 11,100,349, which claims priority to U.S. Provisional Patent Application Ser. No. 62/739,119, titled “AUDIO ASSISTED ENROLLMENT,” filed Sep. 28, 2018. The contents of each of these applications are hereby incorporated by reference in their entirety.

US Referenced Citations (1072)
Number Name Date Kind
5229764 Matchett et al. Jul 1993 A
5237159 Stephens et al. Aug 1993 A
5265007 Barnhard, Jr. et al. Nov 1993 A
5484988 Hills et al. Jan 1996 A
5615384 Allard et al. Mar 1997 A
5691524 Josephson Nov 1997 A
5717868 James Feb 1998 A
5767457 Gerpheide et al. Jun 1998 A
5783808 Josephson Jul 1998 A
5801763 Suzuki Sep 1998 A
5828773 Setlak et al. Oct 1998 A
5838306 O'Connor et al. Nov 1998 A
5852670 Setlak et al. Dec 1998 A
5910989 Naccache Jun 1999 A
5933134 Shieh Aug 1999 A
5960411 Hartman et al. Sep 1999 A
5974150 Kaish et al. Oct 1999 A
5983197 Enta Nov 1999 A
6016484 Williams et al. Jan 2000 A
6064429 Belk May 2000 A
6104922 Baumann Aug 2000 A
6111517 Atick et al. Aug 2000 A
6141436 Srey et al. Oct 2000 A
6151208 Bartlett Nov 2000 A
6151593 Cho et al. Nov 2000 A
6164528 Hills et al. Dec 2000 A
6173402 Chapman Jan 2001 B1
6189785 Lowery Feb 2001 B1
6192380 Light et al. Feb 2001 B1
6193152 Fernando et al. Feb 2001 B1
6219793 Li et al. Apr 2001 B1
6230148 Pare, Jr. et al. May 2001 B1
6260027 Takahashi et al. Jul 2001 B1
6282655 Given Aug 2001 B1
6289114 Mainguet Sep 2001 B1
6317835 BiLGer et al. Nov 2001 B1
6323846 Westerman et al. Nov 2001 B1
6328207 Gregoire et al. Dec 2001 B1
6337919 Dunton Jan 2002 B1
6374145 Lignoul Apr 2002 B1
6398646 Wei et al. Jun 2002 B1
6408087 Kramer Jun 2002 B1
6421453 Kanevsky et al. Jul 2002 B1
6560711 Given et al. May 2003 B1
6570557 Westerman et al. May 2003 B1
6573883 Bartlett Jun 2003 B1
6581042 Pare, Jr. et al. Jun 2003 B2
6618806 Brown et al. Sep 2003 B1
6639584 Li Oct 2003 B1
6644546 George et al. Nov 2003 B2
6662166 Pare, Jr. et al. Dec 2003 B2
6677932 Westerman Jan 2004 B1
6699127 Lobb et al. Mar 2004 B1
6709333 Bradford et al. Mar 2004 B1
6720860 Narayanaswami Apr 2004 B1
6795569 Setlak Sep 2004 B1
6921336 Best Jul 2005 B1
6941001 Bolle et al. Sep 2005 B1
6950810 Lapsley et al. Sep 2005 B2
6970855 Das et al. Nov 2005 B2
6980081 Anderson Dec 2005 B2
7027619 Pavlidis et al. Apr 2006 B2
7030860 Hsu et al. Apr 2006 B1
7039221 Tumey et al. May 2006 B1
7046838 Sakagawa et al. May 2006 B1
7057607 Mayoraz et al. Jun 2006 B2
7079652 Harris Jul 2006 B1
7086085 Brown et al. Aug 2006 B1
7099845 Higgins et al. Aug 2006 B2
7099850 Mann, II et al. Aug 2006 B1
7124300 Lemke Oct 2006 B1
7130454 Berube et al. Oct 2006 B1
7190816 Mitsuyu et al. Mar 2007 B2
7239728 Choi et al. Jul 2007 B1
7346778 Guiter et al. Mar 2008 B1
7356516 Richey et al. Apr 2008 B2
7359880 Abel et al. Apr 2008 B2
7414613 Simelius Aug 2008 B2
7415720 Jung Aug 2008 B2
7420546 Abdallah et al. Sep 2008 B2
7430537 Templeton et al. Sep 2008 B2
7535344 Obradovich May 2009 B2
7542592 Singh et al. Jun 2009 B2
7546470 Schultz Jun 2009 B2
7630522 Popp et al. Dec 2009 B2
7633076 Huppi et al. Dec 2009 B2
7644019 Woda et al. Jan 2010 B2
7657441 Richey et al. Feb 2010 B2
7657849 Chaudhri et al. Feb 2010 B2
7676748 Barrus et al. Mar 2010 B1
7689508 Davis et al. Mar 2010 B2
7697729 Howell et al. Apr 2010 B2
7705737 Senga Apr 2010 B2
7730401 Gillespie et al. Jun 2010 B2
7734930 Kirovski et al. Jun 2010 B2
7738916 Fukuda Jun 2010 B2
7860536 Jobs et al. Dec 2010 B2
7860936 Newstadt et al. Dec 2010 B1
7921297 Ortiz et al. Apr 2011 B2
8006299 Suominen Aug 2011 B2
8018440 Townsend et al. Sep 2011 B2
8042157 Bennett et al. Oct 2011 B2
8050997 Nosek et al. Nov 2011 B1
8060571 Rao Nov 2011 B2
8095634 Rao et al. Jan 2012 B2
8131848 Denise Mar 2012 B1
8145912 Mclean Mar 2012 B2
8157164 Billman Apr 2012 B1
8195507 Postrel Jun 2012 B2
8254642 Kobayashi et al. Aug 2012 B2
8254647 NEChyba et al. Aug 2012 B1
8311514 Bandyopadhyay et al. Nov 2012 B2
8336086 Seo Dec 2012 B2
8341557 Pisula et al. Dec 2012 B2
8392259 Macgillivray et al. Mar 2013 B2
8395658 Corson Mar 2013 B2
8396265 Ross et al. Mar 2013 B1
8438400 Hoghaug et al. May 2013 B2
8452654 Wooters et al. May 2013 B1
8452978 Alward et al. May 2013 B2
8488040 Chen et al. Jul 2013 B2
8526915 Kakiuchi et al. Sep 2013 B2
8538158 Denise Sep 2013 B1
8543834 Barra Sep 2013 B1
8560004 Tsvetkov et al. Oct 2013 B1
8581877 Yoo Nov 2013 B2
8583549 Mohsenzadeh Nov 2013 B1
8606512 Bogovich et al. Dec 2013 B1
8606640 Brody et al. Dec 2013 B2
8619050 Herz et al. Dec 2013 B2
8632409 Wolfson et al. Jan 2014 B2
8638385 Bhogal Jan 2014 B2
8639621 Kennedy et al. Jan 2014 B1
8646060 Ben Ayed Feb 2014 B1
8679012 Kayyali Mar 2014 B1
8762272 Cozens et al. Jun 2014 B1
8763896 Kushevsky et al. Jul 2014 B2
8769624 Cotterill Jul 2014 B2
8782775 Fadell et al. Jul 2014 B2
8788838 Fadell et al. Jul 2014 B1
8831677 Villa-real Sep 2014 B2
8892474 Inskeep et al. Nov 2014 B1
8904479 Johansson et al. Dec 2014 B1
8943580 Fadell et al. Jan 2015 B2
8949618 Lee et al. Feb 2015 B1
8949902 Fabian-Isaacs et al. Feb 2015 B1
8963806 Starner et al. Feb 2015 B1
8983846 Di Profio et al. Mar 2015 B2
8988490 Fujii Mar 2015 B2
8994499 Zhao et al. Mar 2015 B2
9002322 Cotterill Apr 2015 B2
9031847 Sarin et al. May 2015 B2
9038167 Fadell et al. May 2015 B2
9053293 Latzina Jun 2015 B2
9098931 Shpunt et al. Aug 2015 B2
9128601 Fadell et al. Sep 2015 B2
9134896 Fadell et al. Sep 2015 B2
9170645 Park et al. Oct 2015 B2
9177130 NEChyba et al. Nov 2015 B2
9179298 Jung et al. Nov 2015 B2
9250795 Fadell et al. Feb 2016 B2
9253375 Milanfar et al. Feb 2016 B2
9269083 Jarajapu et al. Feb 2016 B1
9269196 Fan et al. Feb 2016 B1
9274647 Fadell et al. Mar 2016 B2
9294476 Lurey et al. Mar 2016 B1
9304624 Fadell et al. Apr 2016 B2
9305155 Vo et al. Apr 2016 B1
9324067 Van Os et al. Apr 2016 B2
9329771 Fadell et al. May 2016 B2
9349035 Gerber et al. May 2016 B1
9355234 Magi Shaashua et al. May 2016 B1
9411460 Dumont et al. Aug 2016 B2
9451210 Smus Sep 2016 B1
9477872 Sarve et al. Oct 2016 B2
9483763 Van Os et al. Nov 2016 B2
9495531 Fadell et al. Nov 2016 B2
9519771 Fadell et al. Dec 2016 B2
9519901 Dorogusker Dec 2016 B1
9526127 Taubman et al. Dec 2016 B1
9558636 Burdick Jan 2017 B1
9569605 Schneider et al. Feb 2017 B1
9569655 Harper Feb 2017 B2
9600709 Russo Mar 2017 B2
9613245 Eltoft et al. Apr 2017 B1
9678571 Robert et al. Jun 2017 B1
9716825 Manzari et al. Jul 2017 B1
9753541 Robert et al. Sep 2017 B1
9817549 Chandrasekaran Nov 2017 B2
9847999 Van Os et al. Dec 2017 B2
9851214 Chintakindi Dec 2017 B1
9881198 Lee et al. Jan 2018 B2
9898642 Han et al. Feb 2018 B2
9913246 Carey et al. Mar 2018 B1
9928029 Brown et al. Mar 2018 B2
9953149 Tussy Apr 2018 B2
9984270 Yousefpor et al. May 2018 B2
10003738 Lautenbach et al. Jun 2018 B2
10019904 Chan et al. Jul 2018 B1
10073541 Baldwin Sep 2018 B1
10089607 Ziat et al. Oct 2018 B2
10175848 Haapsaari et al. Jan 2019 B2
10199051 Binder et al. Feb 2019 B2
10334054 Van Os et al. Jun 2019 B2
10410035 Han et al. Sep 2019 B2
10440574 Ledvina et al. Oct 2019 B2
10462598 Villanueva-barreiro et al. Oct 2019 B1
10482461 Van Os et al. Nov 2019 B2
10524080 Johnson et al. Dec 2019 B1
10674308 Satongar et al. Jun 2020 B2
10749967 Van Os et al. Aug 2020 B2
10798511 Sheaffer et al. Oct 2020 B1
10803281 Han et al. Oct 2020 B2
10805758 Norris et al. Oct 2020 B2
10880649 Johnson et al. Dec 2020 B2
10931813 Kim et al. Feb 2021 B1
10943382 Shapiro et al. Mar 2021 B2
10971171 Davis et al. Apr 2021 B2
11036387 Karunamuni et al. Jun 2021 B2
11100349 Cohen et al. Aug 2021 B2
11115773 Satongar et al. Sep 2021 B1
11231770 Shipes et al. Jan 2022 B2
11315277 Jupin et al. Apr 2022 B1
11432071 Peters Aug 2022 B2
11496852 Arya et al. Nov 2022 B2
11589183 Tu et al. Feb 2023 B2
11589184 Mont-Reynaud Feb 2023 B1
11647352 Tam et al. May 2023 B2
11675423 Akgul et al. Jun 2023 B2
11751053 Lee et al. Sep 2023 B2
20010031072 Dobashi et al. Oct 2001 A1
20010039497 Hubbard Nov 2001 A1
20010044906 Kanevsky et al. Nov 2001 A1
20010047365 Yonaitis Nov 2001 A1
20010047488 Verplaetse et al. Nov 2001 A1
20020002682 Tsuchiyama et al. Jan 2002 A1
20020004760 Yoshida et al. Jan 2002 A1
20020015024 Westerman et al. Feb 2002 A1
20020046064 Maury et al. Apr 2002 A1
20020059295 Ludtke et al. May 2002 A1
20020061130 Kirk et al. May 2002 A1
20020065774 Young et al. May 2002 A1
20020095588 Shigematsu et al. Jul 2002 A1
20020097145 Tumey et al. Jul 2002 A1
20020109668 Rosenberg et al. Aug 2002 A1
20020136435 Prokoski Sep 2002 A1
20020141586 Margalit et al. Oct 2002 A1
20020175933 Ronkainen et al. Nov 2002 A1
20020190960 Kuo et al. Dec 2002 A1
20020191029 Gillespie et al. Dec 2002 A1
20020191817 Sato et al. Dec 2002 A1
20030006280 Seita et al. Jan 2003 A1
20030028639 Yamamoto et al. Feb 2003 A1
20030038754 Goldstein et al. Feb 2003 A1
20030046557 Miller et al. Mar 2003 A1
20030048173 Shigematsu et al. Mar 2003 A1
20030059092 Okubo et al. Mar 2003 A1
20030097413 Vishik et al. May 2003 A1
20030103652 Lee et al. Jun 2003 A1
20030115490 Russo et al. Jun 2003 A1
20030118217 Kondo et al. Jun 2003 A1
20030120934 Ortiz Jun 2003 A1
20030132974 Bodin Jul 2003 A1
20030138136 Umezaki et al. Jul 2003 A1
20030141959 Keogh et al. Jul 2003 A1
20030160815 Muschetto Aug 2003 A1
20030163710 Ortiz et al. Aug 2003 A1
20030188183 Lee et al. Oct 2003 A1
20030200184 Dominguez et al. Oct 2003 A1
20030210127 Anderson Nov 2003 A1
20030236746 Turner et al. Dec 2003 A1
20040010722 Ha Jan 2004 A1
20040030934 Mizoguchi et al. Feb 2004 A1
20040059590 Mercredi et al. Mar 2004 A1
20040073432 Stone Apr 2004 A1
20040076310 Hersch et al. Apr 2004 A1
20040085300 Matusis et al. May 2004 A1
20040085351 Tokkonen May 2004 A1
20040088564 Norman May 2004 A1
20040091136 Dombrowski May 2004 A1
20040113819 Gauthey et al. Jun 2004 A1
20040122685 Bunce Jun 2004 A1
20040131237 Machida Jul 2004 A1
20040135801 Thompson et al. Jul 2004 A1
20040137890 Kalke Jul 2004 A1
20040143553 Torget et al. Jul 2004 A1
20040151347 Wisniewski Aug 2004 A1
20040172562 Berger et al. Sep 2004 A1
20040181695 Walker et al. Sep 2004 A1
20040196400 Stavely et al. Oct 2004 A1
20040210771 Wood et al. Oct 2004 A1
20040215572 Uehara et al. Oct 2004 A1
20040229560 Maloney Nov 2004 A1
20040230843 Jansen Nov 2004 A1
20040239648 Abdallah et al. Dec 2004 A1
20040239732 Silverbrook Dec 2004 A1
20040242200 Maeoka et al. Dec 2004 A1
20040250138 Schneider Dec 2004 A1
20040252867 Lan et al. Dec 2004 A1
20040254891 Blinn et al. Dec 2004 A1
20040257196 Kotzin Dec 2004 A1
20040260955 Mantyla Dec 2004 A1
20050013442 Ohta Jan 2005 A1
20050024341 Gillespie et al. Feb 2005 A1
20050028082 Topalov et al. Feb 2005 A1
20050040962 Funkhouser et al. Feb 2005 A1
20050041841 Yoo et al. Feb 2005 A1
20050060554 O'Donoghue Mar 2005 A1
20050071188 Thuerk Mar 2005 A1
20050071635 Furuyama Mar 2005 A1
20050071647 Fujinuma et al. Mar 2005 A1
20050074147 Smith et al. Apr 2005 A1
20050078855 Chandler et al. Apr 2005 A1
20050079896 Kokko et al. Apr 2005 A1
20050091213 Schutz et al. Apr 2005 A1
20050093834 Abdallah et al. May 2005 A1
20050093868 Hinckley May 2005 A1
20050096009 Ackley May 2005 A1
20050097171 Hikichi May 2005 A1
20050097608 Penke et al. May 2005 A1
20050100198 Nakano et al. May 2005 A1
20050105778 Sung et al. May 2005 A1
20050110801 Lin May 2005 A1
20050111708 Chou May 2005 A1
20050113071 Nagata May 2005 A1
20050114686 Ball et al. May 2005 A1
20050116840 Simelius Jun 2005 A1
20050144452 Lynch et al. Jun 2005 A1
20050169503 Howell et al. Aug 2005 A1
20050174325 Setlak et al. Aug 2005 A1
20050187873 Labrou et al. Aug 2005 A1
20050190059 Wehrenberg Sep 2005 A1
20050204173 Chang Sep 2005 A1
20050206501 Farhat Sep 2005 A1
20050220304 Lenoir et al. Oct 2005 A1
20050221798 Sengupta et al. Oct 2005 A1
20050226472 Komura et al. Oct 2005 A1
20050231625 Parulski et al. Oct 2005 A1
20050250538 Narasimhan et al. Nov 2005 A1
20050253817 Rytivaara et al. Nov 2005 A1
20050254086 Shouno Nov 2005 A1
20050275914 Vesely et al. Dec 2005 A1
20060017692 Wehrenberg et al. Jan 2006 A1
20060021003 Fisher et al. Jan 2006 A1
20060029262 Fujimatsu et al. Feb 2006 A1
20060032908 Sines Feb 2006 A1
20060036553 Gupta et al. Feb 2006 A1
20060039686 Soh et al. Feb 2006 A1
20060056664 Iwasaki Mar 2006 A1
20060075228 Black et al. Apr 2006 A1
20060075250 Liao Apr 2006 A1
20060078176 Abiko et al. Apr 2006 A1
20060080525 Ritter et al. Apr 2006 A1
20060093183 Hosoi et al. May 2006 A1
20060093192 Bechtel May 2006 A1
20060097172 Park May 2006 A1
20060102843 Bazakos et al. May 2006 A1
20060104488 Bazakos et al. May 2006 A1
20060107067 Safal et al. May 2006 A1
20060115130 Kozlay Jun 2006 A1
20060116555 Pavlidis et al. Jun 2006 A1
20060120707 Kusakari et al. Jun 2006 A1
20060136087 Higashiura Jun 2006 A1
20060136734 Telek et al. Jun 2006 A1
20060156028 Aoyama et al. Jul 2006 A1
20060161870 Hotelling et al. Jul 2006 A1
20060161871 Hotelling et al. Jul 2006 A1
20060165060 Dua et al. Jul 2006 A1
20060192775 Nicholson et al. Aug 2006 A1
20060192868 Wakamori Aug 2006 A1
20060206709 Labrou et al. Sep 2006 A1
20060208065 Mendelovich et al. Sep 2006 A1
20060214910 Mizuno et al. Sep 2006 A1
20060215886 Black Sep 2006 A1
20060219776 Finn Oct 2006 A1
20060224645 Kadi Oct 2006 A1
20060234764 Gamo et al. Oct 2006 A1
20060239517 Creasey et al. Oct 2006 A1
20060274920 Tochikubo et al. Dec 2006 A1
20060280340 Derakhshani et al. Dec 2006 A1
20060282671 Burton Dec 2006 A1
20060282682 Masaki et al. Dec 2006 A1
20060285663 Rathus et al. Dec 2006 A1
20060288226 Kowal Dec 2006 A1
20060288234 Azar et al. Dec 2006 A1
20060294007 Barthelemy Dec 2006 A1
20060294025 Mengerink Dec 2006 A1
20070008066 Fukuda Jan 2007 A1
20070009139 Landschaft et al. Jan 2007 A1
20070014439 Ando et al. Jan 2007 A1
20070016958 Bodepudi et al. Jan 2007 A1
20070021194 Aida Jan 2007 A1
20070024579 Rosenberg Feb 2007 A1
20070025723 Baudisch et al. Feb 2007 A1
20070061126 Russo et al. Mar 2007 A1
20070061889 Sainaney et al. Mar 2007 A1
20070067642 Singhal Mar 2007 A1
20070073649 Kikkoji et al. Mar 2007 A1
20070075965 Huppi et al. Apr 2007 A1
20070079137 Tu Apr 2007 A1
20070081081 Cheng Apr 2007 A1
20070089164 Gao et al. Apr 2007 A1
20070094585 Ando et al. Apr 2007 A1
20070106942 Sanaka et al. May 2007 A1
20070109274 Reynolds May 2007 A1
20070110287 Kim et al. May 2007 A1
20070126859 Choi et al. Jun 2007 A1
20070136679 Yang Jun 2007 A1
20070143628 Genda Jun 2007 A1
20070150842 Chaudhri et al. Jun 2007 A1
20070180492 Hassan et al. Aug 2007 A1
20070186106 Ting et al. Aug 2007 A1
20070189583 Shimada et al. Aug 2007 A1
20070192168 Van Aug 2007 A1
20070194113 Esplin et al. Aug 2007 A1
20070200871 Lee Aug 2007 A1
20070200916 Han Aug 2007 A1
20070201730 Masaki et al. Aug 2007 A1
20070204037 Kunz et al. Aug 2007 A1
20070208743 Sainaney et al. Sep 2007 A1
20070219901 Garbow et al. Sep 2007 A1
20070220273 Campisi Sep 2007 A1
20070226778 Pietruszka Sep 2007 A1
20070230773 Nagao et al. Oct 2007 A1
20070236330 Cho et al. Oct 2007 A1
20070236475 Wherry Oct 2007 A1
20070239921 Toorians et al. Oct 2007 A1
20070244811 Tumminaro Oct 2007 A1
20070250573 Rothschild et al. Oct 2007 A1
20070253604 Inoue et al. Nov 2007 A1
20070255564 Yee et al. Nov 2007 A1
20070259716 Mattice et al. Nov 2007 A1
20070260547 Little Nov 2007 A1
20070277224 Osborn et al. Nov 2007 A1
20070280515 Goto Dec 2007 A1
20070287423 Kakiuchi et al. Dec 2007 A1
20070294182 Hammad Dec 2007 A1
20080001703 Goto Jan 2008 A1
20080032801 Brunet De Courssou Feb 2008 A1
20080041936 Vawter Feb 2008 A1
20080042866 Morse et al. Feb 2008 A1
20080042983 Kim et al. Feb 2008 A1
20080048878 Boillot Feb 2008 A1
20080049984 Poo et al. Feb 2008 A1
20080054081 Mullen Mar 2008 A1
20080059351 Richey et al. Mar 2008 A1
20080069412 Champagne et al. Mar 2008 A1
20080072045 Mizrah Mar 2008 A1
20080084539 Daniel Apr 2008 A1
20080092245 Alward et al. Apr 2008 A1
20080114678 Bennett et al. May 2008 A1
20080114980 Sridhar May 2008 A1
20080133931 Kosaka Jun 2008 A1
20080140868 Kalayjian et al. Jun 2008 A1
20080165255 Christie et al. Jul 2008 A1
20080167834 Herz et al. Jul 2008 A1
20080172598 Jacobsen et al. Jul 2008 A1
20080178283 Pratt et al. Jul 2008 A1
20080208762 Arthur et al. Aug 2008 A1
20080212849 Gao Sep 2008 A1
20080218641 Kjeldsen et al. Sep 2008 A1
20080229206 Seymour et al. Sep 2008 A1
20080229409 Miller et al. Sep 2008 A1
20080231729 Sato et al. Sep 2008 A1
20080246917 Phinney et al. Oct 2008 A1
20080250481 Beck et al. Oct 2008 A1
20080275779 Lakshminarayanan Nov 2008 A1
20080292144 Kim et al. Nov 2008 A1
20080309632 Westerman et al. Dec 2008 A1
20080314971 Faith et al. Dec 2008 A1
20080317292 Baker et al. Dec 2008 A1
20080319875 Levchin et al. Dec 2008 A1
20080320391 Lemay et al. Dec 2008 A1
20090005165 Arezina et al. Jan 2009 A1
20090006292 Block Jan 2009 A1
20090006991 Lindberg et al. Jan 2009 A1
20090016574 Tsukahara Jan 2009 A1
20090031375 Sullivan et al. Jan 2009 A1
20090036165 Brede Feb 2009 A1
20090037742 Narayanaswami Feb 2009 A1
20090054044 Ikemori et al. Feb 2009 A1
20090055484 Vuong et al. Feb 2009 A1
20090061837 Chaudhri et al. Mar 2009 A1
20090063851 Nijdam Mar 2009 A1
20090063983 Amidon et al. Mar 2009 A1
20090064055 Chaudhri et al. Mar 2009 A1
20090067685 Boshra et al. Mar 2009 A1
20090074255 Holm Mar 2009 A1
20090082066 Katz Mar 2009 A1
20090083665 Anttila et al. Mar 2009 A1
20090083847 Fadell et al. Mar 2009 A1
20090083850 Fadell et al. Mar 2009 A1
20090094681 Sadler et al. Apr 2009 A1
20090106558 DeLGrosso et al. Apr 2009 A1
20090119754 Schubert May 2009 A1
20090122149 Ishii May 2009 A1
20090144074 Choi Jun 2009 A1
20090146779 Kumar et al. Jun 2009 A1
20090158390 Guan Jun 2009 A1
20090159696 Mullen Jun 2009 A1
20090160609 Lin et al. Jun 2009 A1
20090164878 Cottrille Jun 2009 A1
20090165000 Gyorfi et al. Jun 2009 A1
20090165107 Tojo et al. Jun 2009 A1
20090168756 Kurapati et al. Jul 2009 A1
20090175509 Gonion et al. Jul 2009 A1
20090176565 Kelly et al. Jul 2009 A1
20090187423 Kim Jul 2009 A1
20090193514 Adams et al. Jul 2009 A1
20090199188 Fujimaki Aug 2009 A1
20090201257 Saitoh et al. Aug 2009 A1
20090210308 Toomer et al. Aug 2009 A1
20090215533 Zalewski et al. Aug 2009 A1
20090224874 Dewar et al. Sep 2009 A1
20090228938 White et al. Sep 2009 A1
20090241169 Dhand et al. Sep 2009 A1
20090258667 Suzuki et al. Oct 2009 A1
20090262947 Karlsson Oct 2009 A1
20090312049 Isomursu Dec 2009 A1
20090327744 Hatano et al. Dec 2009 A1
20090328162 Kokumai et al. Dec 2009 A1
20100008545 Ueki et al. Jan 2010 A1
20100026640 Kim et al. Feb 2010 A1
20100027854 Chatterjee et al. Feb 2010 A1
20100034432 Ono et al. Feb 2010 A1
20100042835 Lee et al. Feb 2010 A1
20100082462 Yuan et al. Apr 2010 A1
20100082481 Lin et al. Apr 2010 A1
20100088148 Presswala et al. Apr 2010 A1
20100107229 Najafi et al. Apr 2010 A1
20100114731 Kingston et al. May 2010 A1
20100124363 Ek et al. May 2010 A1
20100131303 Collopy et al. May 2010 A1
20100137027 Kim Jun 2010 A1
20100146384 Peev et al. Jun 2010 A1
20100153265 Hershfield et al. Jun 2010 A1
20100158327 Kangas et al. Jun 2010 A1
20100164684 Sasa et al. Jul 2010 A1
20100185871 Scherrer et al. Jul 2010 A1
20100191570 Michaud et al. Jul 2010 A1
20100205091 Graziano et al. Aug 2010 A1
20100207721 Nakajima et al. Aug 2010 A1
20100216425 Smith Aug 2010 A1
20100223145 Dragt Sep 2010 A1
20100225607 Kim Sep 2010 A1
20100231356 Kim Sep 2010 A1
20100240415 Kim et al. Sep 2010 A1
20100243741 Eng Sep 2010 A1
20100251031 Nieh et al. Sep 2010 A1
20100251243 Gill et al. Sep 2010 A1
20100260487 Zbeda Oct 2010 A1
20100265204 Tsuda Oct 2010 A1
20100267362 Smith et al. Oct 2010 A1
20100269156 Hohlfeld et al. Oct 2010 A1
20100273461 Choi Oct 2010 A1
20100302016 Zaborowski Dec 2010 A1
20100311397 Li Dec 2010 A1
20100313263 Uchida et al. Dec 2010 A1
20100318204 Daisy Dec 2010 A1
20110013813 Yamamoto et al. Jan 2011 A1
20110035799 Handler Feb 2011 A1
20110050976 Kwon Mar 2011 A1
20110052013 Sasahara et al. Mar 2011 A1
20110054268 Fidacaro et al. Mar 2011 A1
20110055763 Utsuki et al. Mar 2011 A1
20110065479 Nader Mar 2011 A1
20110067098 Ruggiero et al. Mar 2011 A1
20110088086 Swink et al. Apr 2011 A1
20110099079 White et al. Apr 2011 A1
20110107220 Perlman May 2011 A1
20110119610 Hackborn et al. May 2011 A1
20110122294 Suh et al. May 2011 A1
20110134034 Daniel Jun 2011 A1
20110138166 Peszek et al. Jun 2011 A1
20110142234 Rogers Jun 2011 A1
20110145049 Hertel et al. Jun 2011 A1
20110149874 Reif Jun 2011 A1
20110161116 Peak et al. Jun 2011 A1
20110163969 Freddy et al. Jul 2011 A1
20110164269 Kamishiro Jul 2011 A1
20110175703 Benkley, III Jul 2011 A1
20110187497 Chin Aug 2011 A1
20110191674 Rawley et al. Aug 2011 A1
20110201306 Ali Al-Harbi Aug 2011 A1
20110221692 Seydoux et al. Sep 2011 A1
20110230769 Yamazaki Sep 2011 A1
20110231914 Hung Sep 2011 A1
20110251892 Laracey Oct 2011 A1
20110254683 Soldan et al. Oct 2011 A1
20110268281 Florencio et al. Nov 2011 A1
20110286640 Kwon et al. Nov 2011 A1
20110288970 Kidron et al. Nov 2011 A1
20110296324 Goossens et al. Dec 2011 A1
20110300829 Nurmi et al. Dec 2011 A1
20120009896 Bandyopadhyay et al. Jan 2012 A1
20120023185 Holden et al. Jan 2012 A1
20120023573 Shi Jan 2012 A1
20120028659 Whitney et al. Feb 2012 A1
20120028695 Walker et al. Feb 2012 A1
20120032891 Parivar et al. Feb 2012 A1
20120069231 Chao Mar 2012 A1
20120072546 Etchegoyen Mar 2012 A1
20120078751 Macphail et al. Mar 2012 A1
20120081282 Chin Apr 2012 A1
20120089507 Zhang et al. Apr 2012 A1
20120089835 Peckover Apr 2012 A1
20120095853 Von et al. Apr 2012 A1
20120095865 Doherty et al. Apr 2012 A1
20120123806 Schumann et al. May 2012 A1
20120123937 Spodak et al. May 2012 A1
20120139698 Tsui et al. Jun 2012 A1
20120140955 Yasui Jun 2012 A1
20120197743 Grigg et al. Aug 2012 A1
20120200489 Miyashita et al. Aug 2012 A1
20120215553 Leston Aug 2012 A1
20120218125 Demirdjian et al. Aug 2012 A1
20120221464 Pasquero et al. Aug 2012 A1
20120235790 Zhao et al. Sep 2012 A1
20120235938 Laubach Sep 2012 A1
20120245985 Cho et al. Sep 2012 A1
20120267432 Kuttuva Oct 2012 A1
20120271712 Katzin et al. Oct 2012 A1
20120280917 Toksvig et al. Nov 2012 A1
20120283871 Chai et al. Nov 2012 A1
20120290449 Mullen et al. Nov 2012 A1
20120291121 Huang et al. Nov 2012 A1
20120293438 Chaudhri et al. Nov 2012 A1
20120295708 Hernandez-Abrego et al. Nov 2012 A1
20120310760 Phillips et al. Dec 2012 A1
20120311499 Dellinger et al. Dec 2012 A1
20120316933 Pentland et al. Dec 2012 A1
20120322370 Lee Dec 2012 A1
20120322371 Lee Dec 2012 A1
20120327183 Fujii Dec 2012 A1
20130013499 KaLGi Jan 2013 A1
20130015946 Lau et al. Jan 2013 A1
20130021273 Lee et al. Jan 2013 A1
20130030934 Bakshi et al. Jan 2013 A1
20130031217 Rajapakse Jan 2013 A1
20130047233 Fisk et al. Feb 2013 A1
20130047236 Singh Feb 2013 A1
20130050263 Khoe et al. Feb 2013 A1
20130054336 Graylin Feb 2013 A1
20130060678 Oskolkov et al. Mar 2013 A1
20130067545 Hanes Mar 2013 A1
20130073321 Hofmann et al. Mar 2013 A1
20130074194 White et al. Mar 2013 A1
20130080272 Ronca et al. Mar 2013 A1
20130080275 Ronca et al. Mar 2013 A1
20130082819 Cotterill Apr 2013 A1
20130082974 Kerr et al. Apr 2013 A1
20130085931 Runyan Apr 2013 A1
20130085936 Law et al. Apr 2013 A1
20130086637 Cotterill et al. Apr 2013 A1
20130102281 Kanda et al. Apr 2013 A1
20130103519 Kountotsis et al. Apr 2013 A1
20130110719 Carter et al. May 2013 A1
20130122866 Huang May 2013 A1
20130124423 Fisher May 2013 A1
20130127854 Shpunt et al. May 2013 A1
20130129162 Cheng et al. May 2013 A1
20130136341 Yamamoto May 2013 A1
20130145448 Newell Jun 2013 A1
20130148867 Wang Jun 2013 A1
20130151414 Zhu et al. Jun 2013 A1
20130160110 Schechter et al. Jun 2013 A1
20130166325 Ganapathy et al. Jun 2013 A1
20130169549 Seymour et al. Jul 2013 A1
20130176208 Tanaka et al. Jul 2013 A1
20130191911 Dellinger et al. Jul 2013 A1
20130200146 Moghadam et al. Aug 2013 A1
20130212655 Hoyos et al. Aug 2013 A1
20130216108 Hwang et al. Aug 2013 A1
20130218721 Borhan et al. Aug 2013 A1
20130222323 Mckenzie Aug 2013 A1
20130223696 Azar et al. Aug 2013 A1
20130226792 Kushevsky et al. Aug 2013 A1
20130239202 Adams et al. Sep 2013 A1
20130243264 Aoki Sep 2013 A1
20130247175 NEChyba et al. Sep 2013 A1
20130262857 Neuman et al. Oct 2013 A1
20130279768 Boshra Oct 2013 A1
20130282577 Milne Oct 2013 A1
20130286161 Lv et al. Oct 2013 A1
20130290187 Itwaru Oct 2013 A1
20130301832 Harper Nov 2013 A1
20130304514 Hyde et al. Nov 2013 A1
20130304651 Smith et al. Nov 2013 A1
20130307771 Parker et al. Nov 2013 A1
20130312087 Latzina Nov 2013 A1
20130332358 Zhao Dec 2013 A1
20130332364 Templeton et al. Dec 2013 A1
20130333006 Tapling et al. Dec 2013 A1
20130336527 NEChyba et al. Dec 2013 A1
20130336545 Pritikin et al. Dec 2013 A1
20130342672 Gray et al. Dec 2013 A1
20130346273 Stockton et al. Dec 2013 A1
20130346302 Purves et al. Dec 2013 A1
20140003677 Han et al. Jan 2014 A1
20140006155 Ramirez et al. Jan 2014 A1
20140006285 Chi et al. Jan 2014 A1
20140013422 Janus et al. Jan 2014 A1
20140019352 Shrivastava Jan 2014 A1
20140025513 Cooke et al. Jan 2014 A1
20140040120 Cho et al. Feb 2014 A1
20140047560 Meyer et al. Feb 2014 A1
20140056491 Knight Feb 2014 A1
20140058935 Mijares Feb 2014 A1
20140058939 Savla Feb 2014 A1
20140058941 Moon et al. Feb 2014 A1
20140062853 Chaudhri et al. Mar 2014 A1
20140068740 Lecun et al. Mar 2014 A1
20140070957 Longinotti-Buitoni et al. Mar 2014 A1
20140074635 Reese et al. Mar 2014 A1
20140074716 Ni Mar 2014 A1
20140085191 Gonion et al. Mar 2014 A1
20140085460 Park et al. Mar 2014 A1
20140094143 Ayotte Apr 2014 A1
20140100952 Bart et al. Apr 2014 A1
20140101056 Wendling Apr 2014 A1
20140109018 Casey et al. Apr 2014 A1
20140111420 Ahn et al. Apr 2014 A1
20140112555 Fadell et al. Apr 2014 A1
20140115695 Fadell et al. Apr 2014 A1
20140118519 Sahin May 2014 A1
20140119620 Jung et al. May 2014 A1
20140122331 Vaish et al. May 2014 A1
20140123275 Azar et al. May 2014 A1
20140128035 Sweeney May 2014 A1
20140129435 Pardo et al. May 2014 A1
20140129441 Blanco et al. May 2014 A1
20140135631 Brumback et al. May 2014 A1
20140143145 Kortina et al. May 2014 A1
20140143693 Goossens et al. May 2014 A1
20140157153 Yuen et al. Jun 2014 A1
20140164082 Sun et al. Jun 2014 A1
20140165000 Fleizach et al. Jun 2014 A1
20140173450 Akula Jun 2014 A1
20140187163 Fujita Jul 2014 A1
20140188673 Graham et al. Jul 2014 A1
20140193783 Jeong et al. Jul 2014 A1
20140205161 Salatino et al. Jul 2014 A1
20140222436 Binder et al. Aug 2014 A1
20140222664 Milne Aug 2014 A1
20140244365 Price et al. Aug 2014 A1
20140244493 Kenyon et al. Aug 2014 A1
20140254891 Lee et al. Sep 2014 A1
20140257871 Christensen et al. Sep 2014 A1
20140258292 Thramann et al. Sep 2014 A1
20140258828 Lymer et al. Sep 2014 A1
20140270374 Unzueta Sep 2014 A1
20140279442 Luoma et al. Sep 2014 A1
20140279497 Qaim-Maqami et al. Sep 2014 A1
20140279556 Priebatsch et al. Sep 2014 A1
20140283128 Shepherd et al. Sep 2014 A1
20140292641 Cho et al. Oct 2014 A1
20140293079 Milanfar et al. Oct 2014 A1
20140298432 Brown Oct 2014 A1
20140304604 Miyazawa Oct 2014 A1
20140304809 Fadell et al. Oct 2014 A1
20140306406 Hibberd Oct 2014 A1
20140311447 Surnilla et al. Oct 2014 A1
20140313307 Oh et al. Oct 2014 A1
20140337221 Hoyos Nov 2014 A1
20140337931 Cotterill Nov 2014 A1
20140344896 Pak et al. Nov 2014 A1
20140344904 Venkataramani et al. Nov 2014 A1
20140350924 Zurek et al. Nov 2014 A1
20140354401 Soni et al. Dec 2014 A1
20140354538 Lee et al. Dec 2014 A1
20140359140 Shankarraman Dec 2014 A1
20140366159 Cohen Dec 2014 A1
20140375835 Bos Dec 2014 A1
20140380465 Fadell et al. Dec 2014 A1
20150002696 He et al. Jan 2015 A1
20150006207 Jarvis et al. Jan 2015 A1
20150010160 Udesen Jan 2015 A1
20150033364 Wong Jan 2015 A1
20150043790 Ono et al. Feb 2015 A1
20150044965 Kurimoto et al. Feb 2015 A1
20150049014 Saito Feb 2015 A1
20150051846 Masuya Feb 2015 A1
20150054764 Kim et al. Feb 2015 A1
20150058146 Aissi et al. Feb 2015 A1
20150074418 Lee et al. Mar 2015 A1
20150074615 Han et al. Mar 2015 A1
20150095175 Dua Apr 2015 A1
20150109191 Johnson et al. Apr 2015 A1
20150121251 Siddhartha et al. Apr 2015 A1
20150124053 Tamura et al. May 2015 A1
20150127539 Ye et al. May 2015 A1
20150130716 Sridharan et al. May 2015 A1
20150135282 Kong et al. May 2015 A1
20150146945 Han May 2015 A1
20150154001 Knox et al. Jun 2015 A1
20150154589 Li Jun 2015 A1
20150169280 Suzuki et al. Jun 2015 A1
20150186152 Jothiswaran et al. Jul 2015 A1
20150186860 Rangarajan Jul 2015 A1
20150187019 Fernandes et al. Jul 2015 A1
20150195277 Faaborg et al. Jul 2015 A1
20150208166 Raghuvanshi et al. Jul 2015 A1
20150208244 Nakao Jul 2015 A1
20150213244 Lymberopoulos et al. Jul 2015 A1
20150215128 Pal Jul 2015 A1
20150220924 Bakker Aug 2015 A1
20150222977 Angel, Jr. Aug 2015 A1
20150234464 Yliaho Aug 2015 A1
20150235018 Gupta et al. Aug 2015 A1
20150235055 An et al. Aug 2015 A1
20150235098 Lee et al. Aug 2015 A1
20150242611 Cotterill Aug 2015 A1
20150245159 Osman Aug 2015 A1
20150249540 Khalil et al. Sep 2015 A1
20150254661 Lanc Sep 2015 A1
20150257004 Shanmugam et al. Sep 2015 A1
20150261292 Conzola et al. Sep 2015 A1
20150261387 Petersen et al. Sep 2015 A1
20150264503 Hall et al. Sep 2015 A1
20150295921 Cao Oct 2015 A1
20150302625 Greco et al. Oct 2015 A1
20150310259 Lau et al. Oct 2015 A1
20150312694 Bilinski et al. Oct 2015 A1
20150324113 Kapp et al. Nov 2015 A1
20150334567 Chen et al. Nov 2015 A1
20150339652 Park et al. Nov 2015 A1
20150346845 Di Censo et al. Dec 2015 A1
20150348001 Van Os et al. Dec 2015 A1
20150348002 Van et al. Dec 2015 A1
20150348014 Van Os et al. Dec 2015 A1
20150348018 Campos et al. Dec 2015 A1
20150348029 Van Os et al. Dec 2015 A1
20150349959 Marciniak Dec 2015 A1
20150362977 Doniwa Dec 2015 A1
20150363632 Ahn et al. Dec 2015 A1
20150365400 Cox Dec 2015 A1
20150370323 Cieplinski et al. Dec 2015 A1
20150379252 Tang et al. Dec 2015 A1
20160005024 Harrell Jan 2016 A1
20160019536 Ortiz et al. Jan 2016 A1
20160025993 Mor et al. Jan 2016 A1
20160026779 Grigg et al. Jan 2016 A1
20160036965 Kim Feb 2016 A1
20160042166 Kang et al. Feb 2016 A1
20160047666 Fuchs Feb 2016 A1
20160048705 Yang Feb 2016 A1
20160050199 Ganesan Feb 2016 A1
20160055324 Agarwal Feb 2016 A1
20160063235 Tussy Mar 2016 A1
20160063298 Tuneld et al. Mar 2016 A1
20160063828 Verweij et al. Mar 2016 A1
20160078281 Gongaware et al. Mar 2016 A1
20160092665 Cowan et al. Mar 2016 A1
20160094705 Vendrow Mar 2016 A1
20160100156 Zhou et al. Apr 2016 A1
20160104034 Wilder et al. Apr 2016 A1
20160117681 Jiao et al. Apr 2016 A1
20160125869 Kulavik et al. May 2016 A1
20160127641 Gove May 2016 A1
20160132840 Bowles et al. May 2016 A1
20160134488 Straub et al. May 2016 A1
20160147987 Jang et al. May 2016 A1
20160148042 Gonion et al. May 2016 A1
20160148384 Bud et al. May 2016 A1
20160154956 Fadell et al. Jun 2016 A1
20160165205 Liu et al. Jun 2016 A1
20160171192 Holz et al. Jun 2016 A1
20160188860 Lee et al. Jun 2016 A1
20160192324 Zhang et al. Jun 2016 A1
20160217310 Shah et al. Jul 2016 A1
20160232513 Purves et al. Aug 2016 A1
20160234023 Mozer et al. Aug 2016 A1
20160239701 Lee et al. Aug 2016 A1
20160241543 Jung et al. Aug 2016 A1
20160253665 Van Os et al. Sep 2016 A1
20160267779 Kuang Sep 2016 A1
20160275281 Ranjit et al. Sep 2016 A1
20160277396 Gardiner et al. Sep 2016 A1
20160284123 Hare Sep 2016 A1
20160292525 Aoki Oct 2016 A1
20160294557 Baldwin et al. Oct 2016 A1
20160294837 Turgeman Oct 2016 A1
20160300100 Shen et al. Oct 2016 A1
20160308859 Barry et al. Oct 2016 A1
20160314290 Baca et al. Oct 2016 A1
20160320838 Teller et al. Nov 2016 A1
20160332025 Repka Nov 2016 A1
20160335495 Kim et al. Nov 2016 A1
20160342832 Newell et al. Nov 2016 A1
20160345172 Cotterill Nov 2016 A1
20160358180 Van Os et al. Dec 2016 A1
20160364561 Lee et al. Dec 2016 A1
20160364591 El-Khoury et al. Dec 2016 A1
20160364600 Shah et al. Dec 2016 A1
20160371438 Annulis Dec 2016 A1
20160378961 Park Dec 2016 A1
20160378966 Alten Dec 2016 A1
20160379621 Marti et al. Dec 2016 A1
20170004828 Lee et al. Jan 2017 A1
20170017834 Sabitov et al. Jan 2017 A1
20170032168 Kim Feb 2017 A1
20170032375 Van Os et al. Feb 2017 A1
20170039358 Yuen et al. Feb 2017 A1
20170046123 Song et al. Feb 2017 A1
20170046507 Archer et al. Feb 2017 A1
20170046508 Shin et al. Feb 2017 A1
20170054731 Cotterill Feb 2017 A1
20170063851 Kim et al. Mar 2017 A1
20170063852 Azar et al. Mar 2017 A1
20170070680 Kobayashi Mar 2017 A1
20170076132 Sezan et al. Mar 2017 A1
20170102916 Noble et al. Apr 2017 A1
20170124328 Krishnapura May 2017 A1
20170142584 Oh et al. May 2017 A1
20170147681 Tankersley et al. May 2017 A1
20170147802 Li May 2017 A1
20170163588 Devasthali et al. Jun 2017 A1
20170169202 Duggan et al. Jun 2017 A1
20170169204 Fadell et al. Jun 2017 A1
20170169287 Tokunaga et al. Jun 2017 A1
20170180637 Lautenbach et al. Jun 2017 A1
20170185760 Wilder Jun 2017 A1
20170193214 Shim et al. Jul 2017 A1
20170193314 Kim et al. Jul 2017 A1
20170195815 Christoph et al. Jul 2017 A1
20170199997 Fadell et al. Jul 2017 A1
20170235361 Rigazio et al. Aug 2017 A1
20170244703 Lee et al. Aug 2017 A1
20170251323 Jo et al. Aug 2017 A1
20170269792 Xu et al. Sep 2017 A1
20170295278 Lyren et al. Oct 2017 A1
20170300897 Ferenczi et al. Oct 2017 A1
20170323141 Lee et al. Nov 2017 A1
20170329949 Civelli Nov 2017 A1
20170332035 Shah et al. Nov 2017 A1
20170339151 Van Os et al. Nov 2017 A1
20170344251 Hajimusa et al. Nov 2017 A1
20170357320 Chaudhri et al. Dec 2017 A1
20170357788 Ledvina et al. Dec 2017 A1
20170358181 Moussette et al. Dec 2017 A1
20180004924 Tieu Jan 2018 A1
20180021954 Fischer et al. Jan 2018 A1
20180032031 Du Feb 2018 A1
20180060025 Hill et al. Mar 2018 A1
20180063249 Nguyen Mar 2018 A1
20180088787 Bereza et al. Mar 2018 A1
20180096690 Mixter et al. Apr 2018 A1
20180109629 Van Os et al. Apr 2018 A1
20180117944 Lee May 2018 A1
20180144178 Han et al. May 2018 A1
20180150627 Rodefer May 2018 A1
20180158066 Van Os et al. Jun 2018 A1
20180173928 Han et al. Jun 2018 A1
20180173929 Han et al. Jun 2018 A1
20180173930 Han et al. Jun 2018 A1
20180181201 Grant et al. Jun 2018 A1
20180181737 Tussy Jun 2018 A1
20180211093 Bae et al. Jul 2018 A1
20180218727 Cutler et al. Aug 2018 A1
20180233139 Finkelstein et al. Aug 2018 A1
20180239820 Jeong et al. Aug 2018 A1
20180262834 Cho et al. Sep 2018 A1
20180268747 Braun Sep 2018 A1
20180276673 Van Os et al. Sep 2018 A1
20180302790 Cotterill Oct 2018 A1
20180321826 Bereza et al. Nov 2018 A1
20180329672 Sadak et al. Nov 2018 A1
20180335939 Karunamuni et al. Nov 2018 A1
20180365898 Costa Dec 2018 A1
20190020483 Meng Jan 2019 A1
20190028579 Cho et al. Jan 2019 A1
20190050867 Van Os et al. Feb 2019 A1
20190053739 Inoue et al. Feb 2019 A1
20190080066 Van Os et al. Mar 2019 A1
20190080070 Van Os et al. Mar 2019 A1
20190080071 Van Os et al. Mar 2019 A1
20190080072 Van Os et al. Mar 2019 A1
20190080189 Van Os et al. Mar 2019 A1
20190087049 Mani et al. Mar 2019 A1
20190087050 Mani Mar 2019 A1
20190087972 Huttunen et al. Mar 2019 A1
20190104359 Sheaffer et al. Apr 2019 A1
20190104366 Johnson et al. Apr 2019 A1
20190124510 Cotterill Apr 2019 A1
20190156607 Tao et al. May 2019 A1
20190164134 Morrow et al. May 2019 A1
20190180088 Norimatsu Jun 2019 A1
20190220647 Han et al. Jul 2019 A1
20190243957 Fadell et al. Aug 2019 A1
20190276051 Marti et al. Sep 2019 A1
20190289079 Van Os et al. Sep 2019 A1
20190304081 Vanne et al. Oct 2019 A1
20190333508 Rao et al. Oct 2019 A1
20190347389 Kawakita et al. Nov 2019 A1
20190347391 Kim et al. Nov 2019 A1
20190370448 Devine et al. Dec 2019 A1
20190370583 Van Os et al. Dec 2019 A1
20190378430 Kleiman Keinan Dec 2019 A1
20190392129 Tsai et al. Dec 2019 A1
20190394649 Ledvina et al. Dec 2019 A1
20200042685 Tussy et al. Feb 2020 A1
20200045491 Robinson et al. Feb 2020 A1
20200052667 Jeon et al. Feb 2020 A1
20200065821 Van Os et al. Feb 2020 A1
20200084560 Satongar et al. Mar 2020 A1
20200097248 Wood et al. Mar 2020 A1
20200103963 Kelly et al. Apr 2020 A1
20200104620 Cohen et al. Apr 2020 A1
20200120503 Cotterill Apr 2020 A1
20200135163 Lovitt et al. Apr 2020 A1
20200142484 Maalouf et al. May 2020 A1
20200234027 Han et al. Jul 2020 A1
20200257548 Milne et al. Aug 2020 A1
20200280446 Matsumoto Sep 2020 A1
20200311509 Benkley et al. Oct 2020 A1
20200329333 Norris et al. Oct 2020 A1
20200356341 Satongar et al. Nov 2020 A1
20200356761 Gonion et al. Nov 2020 A1
20200366742 Van Os et al. Nov 2020 A1
20200367827 Min et al. Nov 2020 A1
20200372514 Van Os et al. Nov 2020 A1
20200379716 Carrigan et al. Dec 2020 A1
20210014070 Gopalakrishnan et al. Jan 2021 A1
20210014612 Carrigan Jan 2021 A1
20210014613 Carrigan et al. Jan 2021 A1
20210042549 Van Os et al. Feb 2021 A1
20210048883 Kelly et al. Feb 2021 A1
20210073823 Van Os Mar 2021 A1
20210105277 Epstein et al. Apr 2021 A1
20210191612 Karunamuni et al. Jun 2021 A1
20210192530 Van Os et al. Jun 2021 A1
20210203506 Edwards et al. Jul 2021 A1
20210211825 Joyner et al. Jul 2021 A1
20210232359 Wood et al. Jul 2021 A1
20210258419 Lyren et al. Aug 2021 A1
20210297806 Sunder et al. Sep 2021 A1
20210397407 Eubank et al. Dec 2021 A1
20220012323 Moriwaki et al. Jan 2022 A1
20220027446 Van Os et al. Jan 2022 A1
20220058257 Cotterill Feb 2022 A1
20220067133 Fadell et al. Mar 2022 A1
20220078338 Tamaki Mar 2022 A1
20220124254 Dellinger et al. Apr 2022 A1
20220180667 Cohen et al. Jun 2022 A1
20220225050 Ninan et al. Jul 2022 A1
20220229895 Ranjan et al. Jul 2022 A1
20220237274 Paul et al. Jul 2022 A1
20220244838 Bereza et al. Aug 2022 A1
20220284084 Deng Sep 2022 A1
20220327225 Lyren Oct 2022 A1
20220342972 Van Os et al. Oct 2022 A1
20220345844 Baijal et al. Oct 2022 A1
20220351549 Van Os et al. Nov 2022 A1
20220365740 Chang et al. Nov 2022 A1
20220382839 Vargas et al. Dec 2022 A1
20220391169 Wood et al. Dec 2022 A1
20220391899 Lyren Dec 2022 A1
20230019250 Lee et al. Jan 2023 A1
20230021247 Han et al. Jan 2023 A1
20230094522 Stauber et al. Mar 2023 A1
20230171484 Dedonato et al. Jun 2023 A1
20230185373 Kelly et al. Jun 2023 A1
20230214466 Fadell et al. Jul 2023 A1
20230251817 Wood et al. Aug 2023 A1
20230252779 Gonion et al. Aug 2023 A1
20230254660 Ninan et al. Aug 2023 A1
20230276189 Elff Aug 2023 A1
20230283976 Ninan et al. Sep 2023 A1
20230364936 Antonakis Nov 2023 A1
20230394886 Carrigan et al. Dec 2023 A1
20230409160 Han et al. Dec 2023 A1
20240184869 Van Os et al. Jun 2024 A1
Foreign Referenced Citations (528)
Number Date Country
060465 Jun 2008 AR
2016100090 Mar 2016 AU
2017100556 Jun 2017 AU
2949642 Jun 2017 CA
1163669 Oct 1997 CN
1183475 Jun 1998 CN
1220433 Jun 1999 CN
1335557 Feb 2002 CN
1452739 Oct 2003 CN
1484425 Mar 2004 CN
1183475 Jan 2005 CN
1592914 Mar 2005 CN
1663174 Aug 2005 CN
1685357 Oct 2005 CN
1695163 Nov 2005 CN
1741104 Mar 2006 CN
1742252 Mar 2006 CN
1801708 Jul 2006 CN
1836397 Sep 2006 CN
1846221 Oct 2006 CN
1908981 Feb 2007 CN
1960546 May 2007 CN
101005681 Jul 2007 CN
101035335 Sep 2007 CN
101039184 Sep 2007 CN
101080737 Nov 2007 CN
101171604 Apr 2008 CN
101226616 Jul 2008 CN
101227359 Jul 2008 CN
101268470 Sep 2008 CN
101299694 Nov 2008 CN
101341718 Jan 2009 CN
101341727 Jan 2009 CN
101454795 Jun 2009 CN
101485128 Jul 2009 CN
101610155 Dec 2009 CN
101656548 Feb 2010 CN
101719955 Jun 2010 CN
101730907 Jun 2010 CN
101788880 Jul 2010 CN
101816165 Aug 2010 CN
101833651 Sep 2010 CN
101847139 Sep 2010 CN
101960896 Jan 2011 CN
102004908 Apr 2011 CN
102065148 May 2011 CN
102096546 Jun 2011 CN
102164213 Aug 2011 CN
102202192 Sep 2011 CN
102209321 Oct 2011 CN
102244530 Nov 2011 CN
102265586 Nov 2011 CN
102282578 Dec 2011 CN
102394919 Mar 2012 CN
102396205 Mar 2012 CN
102542444 Jul 2012 CN
102591889 Jul 2012 CN
102640092 Aug 2012 CN
102737313 Oct 2012 CN
102750631 Oct 2012 CN
102833423 Dec 2012 CN
102841683 Dec 2012 CN
202735894 Feb 2013 CN
102984195 Mar 2013 CN
103020807 Apr 2013 CN
103092503 May 2013 CN
103188280 Jul 2013 CN
103209642 Jul 2013 CN
103229206 Jul 2013 CN
103257826 Aug 2013 CN
103262108 Aug 2013 CN
103294171 Sep 2013 CN
103324909 Sep 2013 CN
203179000 Sep 2013 CN
103346957 Oct 2013 CN
103413218 Nov 2013 CN
203299885 Nov 2013 CN
103455913 Dec 2013 CN
103489095 Jan 2014 CN
103501304 Jan 2014 CN
103577982 Feb 2014 CN
103701605 Apr 2014 CN
103765861 Apr 2014 CN
103778533 May 2014 CN
104081335 Oct 2014 CN
104252675 Dec 2014 CN
104321778 Jan 2015 CN
104361302 Feb 2015 CN
104539924 Apr 2015 CN
104583926 Apr 2015 CN
104732396 Jun 2015 CN
104753766 Jul 2015 CN
104935497 Sep 2015 CN
105051651 Nov 2015 CN
105099861 Nov 2015 CN
105389491 Mar 2016 CN
105391843 Mar 2016 CN
105844101 Aug 2016 CN
105868613 Aug 2016 CN
105874405 Aug 2016 CN
105893814 Aug 2016 CN
106020436 Oct 2016 CN
106095247 Nov 2016 CN
106156566 Nov 2016 CN
106164934 Nov 2016 CN
106355058 Jan 2017 CN
106462383 Feb 2017 CN
106485123 Mar 2017 CN
106503514 Mar 2017 CN
106575332 Apr 2017 CN
106708403 May 2017 CN
106778222 May 2017 CN
106895554 Jun 2017 CN
107797657 Mar 2018 CN
107870690 Apr 2018 CN
108574773 Sep 2018 CN
109769397 May 2019 CN
10153591 May 2003 DE
0593386 Apr 1994 EP
0923018 Jun 1999 EP
1229496 Aug 2002 EP
1422589 May 2004 EP
1599862 Nov 2005 EP
1626330 Feb 2006 EP
1645989 Apr 2006 EP
1736908 Dec 2006 EP
1835697 Sep 2007 EP
2173298 Apr 2010 EP
2180665 Apr 2010 EP
1835697 Jun 2010 EP
2224348 Sep 2010 EP
2309410 Apr 2011 EP
1626330 Jan 2012 EP
2674889 Dec 2013 EP
2713298 Apr 2014 EP
2725521 Apr 2014 EP
2725537 Apr 2014 EP
2741175 Jun 2014 EP
2762997 Aug 2014 EP
2960822 Dec 2015 EP
2993619 Mar 2016 EP
3057024 Aug 2016 EP
3076334 Oct 2016 EP
3118761 Jan 2017 EP
3190563 Jul 2017 EP
2801972 Jan 2018 EP
1835697 May 2018 EP
3373132 Sep 2018 EP
3544321 Sep 2019 EP
3751869 Dec 2020 EP
2184576 Jun 1987 GB
2312040 Oct 1997 GB
2313460 Nov 1997 GB
2360618 Sep 2001 GB
2466038 Jun 2010 GB
2500321 Sep 2013 GB
201917024374 Sep 2020 IN
4-158434 Jun 1992 JP
6-284182 Oct 1994 JP
7-146942 Jun 1995 JP
07220008 Aug 1995 JP
9-81309 Mar 1997 JP
9-128208 May 1997 JP
9-221950 Aug 1997 JP
9-269930 Oct 1997 JP
10-55260 Feb 1998 JP
10-69346 Mar 1998 JP
10-232934 Sep 1998 JP
10-247936 Sep 1998 JP
10-269358 Oct 1998 JP
11-39385 Feb 1999 JP
11-73530 Mar 1999 JP
11-185016 Jul 1999 JP
11-242745 Sep 1999 JP
2000-259477 Sep 2000 JP
2000-283720 Oct 2000 JP
2000-315118 Nov 2000 JP
2001-92554 Apr 2001 JP
2001-92783 Apr 2001 JP
2001-103046 Apr 2001 JP
2001-155137 Jun 2001 JP
2001-331758 Nov 2001 JP
2002-49570 Feb 2002 JP
2002-99854 Apr 2002 JP
2002-149171 May 2002 JP
2002-159052 May 2002 JP
2002-515145 May 2002 JP
2002-183093 Jun 2002 JP
2002-207525 Jul 2002 JP
2002-222412 Aug 2002 JP
2002-288137 Oct 2002 JP
2003-16398 Jan 2003 JP
2003-067343 Mar 2003 JP
2003-141541 May 2003 JP
2003-143290 May 2003 JP
2003-150550 May 2003 JP
2003-178244 Jun 2003 JP
2003-298689 Oct 2003 JP
2003-346059 Dec 2003 JP
2004-86866 Mar 2004 JP
2004-194069 Jul 2004 JP
2004-252736 Sep 2004 JP
2004-265353 Sep 2004 JP
2004-532477 Oct 2004 JP
2004-313459 Nov 2004 JP
2004-334788 Nov 2004 JP
2004-348600 Dec 2004 JP
2004-348601 Dec 2004 JP
2004-356816 Dec 2004 JP
2005-4490 Jan 2005 JP
2005-39311 Feb 2005 JP
2005-71225 Mar 2005 JP
2005-84991 Mar 2005 JP
2005-115480 Apr 2005 JP
2005-122700 May 2005 JP
2005-143890 Jun 2005 JP
2005-202578 Jul 2005 JP
2005-521961 Jul 2005 JP
2005-523505 Aug 2005 JP
2005-293280 Oct 2005 JP
2005-317049 Nov 2005 JP
2005-327076 Nov 2005 JP
2005-339425 Dec 2005 JP
2006-12080 Jan 2006 JP
2006-18613 Jan 2006 JP
2006-31182 Feb 2006 JP
2006-85559 Mar 2006 JP
2006-93912 Apr 2006 JP
2006-107288 Apr 2006 JP
2006-114018 Apr 2006 JP
2006-115043 Apr 2006 JP
2006-127502 May 2006 JP
2006-163960 Jun 2006 JP
2006-172180 Jun 2006 JP
2006-189999 Jul 2006 JP
2006-191245 Jul 2006 JP
2006-197071 Jul 2006 JP
2006-202278 Aug 2006 JP
2006-203858 Aug 2006 JP
2006-212185 Aug 2006 JP
2006-215705 Aug 2006 JP
2006-520053 Aug 2006 JP
2006-259930 Sep 2006 JP
2006-259931 Sep 2006 JP
2006-277670 Oct 2006 JP
2006-303701 Nov 2006 JP
2006-308375 Nov 2006 JP
2007-11667 Jan 2007 JP
2007-34637 Feb 2007 JP
2007-52574 Mar 2007 JP
2007-52770 Mar 2007 JP
2007-58397 Mar 2007 JP
2007-71008 Mar 2007 JP
2007-507011 Mar 2007 JP
2007-102278 Apr 2007 JP
2007-116318 May 2007 JP
2007-116602 May 2007 JP
2007-128201 May 2007 JP
2007-135149 May 2007 JP
2007-140696 Jun 2007 JP
2007-141002 Jun 2007 JP
2007-148801 Jun 2007 JP
2007-199984 Aug 2007 JP
2007-226293 Sep 2007 JP
2007-226794 Sep 2007 JP
2007-334637 Dec 2007 JP
2008-5180 Jan 2008 JP
2008-15800 Jan 2008 JP
2008-33681 Feb 2008 JP
2008-46692 Feb 2008 JP
2008-70926 Mar 2008 JP
2008-71158 Mar 2008 JP
2008-75424 Apr 2008 JP
2008-250601 Oct 2008 JP
2009-9434 Jan 2009 JP
2009-15543 Jan 2009 JP
2009-42802 Feb 2009 JP
2009-49878 Mar 2009 JP
2009-87156 Apr 2009 JP
2009-99076 May 2009 JP
2009-135770 Jun 2009 JP
2009-211166 Sep 2009 JP
2009-240523 Oct 2009 JP
2009-258991 Nov 2009 JP
2010-5417 Jan 2010 JP
2010-9513 Jan 2010 JP
2010-28404 Feb 2010 JP
2010-74258 Apr 2010 JP
2010-102718 May 2010 JP
2010-517390 May 2010 JP
2010-152506 Jul 2010 JP
2010-165012 Jul 2010 JP
2010-524051 Jul 2010 JP
2010-211577 Sep 2010 JP
2010-211579 Sep 2010 JP
2010-250386 Nov 2010 JP
2010-271779 Dec 2010 JP
2010-541046 Dec 2010 JP
2011-22687 Feb 2011 JP
2011-53849 Mar 2011 JP
2011-54120 Mar 2011 JP
2011-97287 May 2011 JP
2011-519439 Jul 2011 JP
2011-192228 Sep 2011 JP
2011-209787 Oct 2011 JP
2011-217146 Oct 2011 JP
2011-242924 Dec 2011 JP
2012-8951 Jan 2012 JP
2012-8985 Jan 2012 JP
2012-504273 Feb 2012 JP
2012-73724 Apr 2012 JP
2012-508930 Apr 2012 JP
2012-99025 May 2012 JP
2012-164070 Aug 2012 JP
2012-168802 Sep 2012 JP
2012-194661 Oct 2012 JP
2012-208719 Oct 2012 JP
2012-215981 Nov 2012 JP
2012-529699 Nov 2012 JP
2013-9073 Jan 2013 JP
2013-20496 Jan 2013 JP
2013-30052 Feb 2013 JP
2013-34322 Feb 2013 JP
2013-58828 Mar 2013 JP
2013-88906 May 2013 JP
2013-114317 Jun 2013 JP
2013-114498 Jun 2013 JP
2013-140540 Jul 2013 JP
2013-530445 Jul 2013 JP
2013-149206 Aug 2013 JP
2013-162284 Aug 2013 JP
2013-533532 Aug 2013 JP
2013-534008 Aug 2013 JP
5267966 Aug 2013 JP
2013-178723 Sep 2013 JP
2013-534662 Sep 2013 JP
2013-232197 Nov 2013 JP
2014-44719 Mar 2014 JP
2014-44724 Mar 2014 JP
2014-75155 Apr 2014 JP
2014-102845 Jun 2014 JP
2014-110009 Jun 2014 JP
2014-517366 Jul 2014 JP
2014-230061 Dec 2014 JP
2014-239478 Dec 2014 JP
2015-14923 Jan 2015 JP
2015-36925 Feb 2015 JP
2015-56142 Mar 2015 JP
2015-75877 Apr 2015 JP
2015-135611 Jul 2015 JP
2015-187783 Oct 2015 JP
2015-207051 Nov 2015 JP
2016-508007 Mar 2016 JP
2016-76799 May 2016 JP
2016-521403 Jul 2016 JP
2016-162000 Sep 2016 JP
2016-534435 Nov 2016 JP
602362 Nov 2016 JP
2016-224960 Dec 2016 JP
2017-16170 Jan 2017 JP
2017-500656 Jan 2017 JP
2017-91129 May 2017 JP
2017-102952 Jun 2017 JP
2017-117159 Jun 2017 JP
2017-138846 Aug 2017 JP
2017-174435 Sep 2017 JP
2018-36965 Mar 2018 JP
2018-106731 Jul 2018 JP
2018-116636 Jul 2018 JP
2000-0030544 Jun 2000 KR
2001-0019345 Mar 2001 KR
2001-0074059 Aug 2001 KR
10-2002-0002484 Jan 2002 KR
10-2002-0019031 Mar 2002 KR
10-2002-0022295 Mar 2002 KR
10-2002-0038162 May 2002 KR
10-2002-0087665 Nov 2002 KR
10-2004-0005505 Jan 2004 KR
10-2004-0049502 Jun 2004 KR
10-2005-0061975 Jun 2005 KR
10-2006-0018063 Feb 2006 KR
10-0652624 Dec 2006 KR
10-2007-0026808 Mar 2007 KR
10-2007-0081773 Aug 2007 KR
10-2007-0120125 Dec 2007 KR
10-0805341 Feb 2008 KR
10-2008-0064395 Jul 2008 KR
10-2009-0011323 Feb 2009 KR
10-2009-0089472 Aug 2009 KR
10-2010-0026479 Mar 2010 KR
10-2010-0074218 Jul 2010 KR
10-2010-0114247 Oct 2010 KR
10-2011-0056561 May 2011 KR
10-2011-0098435 Sep 2011 KR
10-2011-0101683 Sep 2011 KR
10-2011-0114732 Oct 2011 KR
10-2012-0040693 Apr 2012 KR
10-2012-0052150 May 2012 KR
10-2012-0076675 Jul 2012 KR
10-2012-0087333 Aug 2012 KR
10-2012-0104248 Sep 2012 KR
10-2012-0127842 Nov 2012 KR
10-2013-0011423 Jan 2013 KR
10-2013-0027326 Mar 2013 KR
10-1253392 Apr 2013 KR
10-2013-0044292 May 2013 KR
10-1312097 Sep 2013 KR
10-2013-0116905 Oct 2013 KR
10-1330962 Nov 2013 KR
10-1342208 Dec 2013 KR
10-2014-0015171 Feb 2014 KR
10-2014-0018019 Feb 2014 KR
2014-0026263 Mar 2014 KR
10-2014-0055429 May 2014 KR
10-2014-0067887 Jun 2014 KR
10-2014-0137400 Dec 2014 KR
10-2015-0013264 Feb 2015 KR
10-2015-0029495 Mar 2015 KR
10-2015-0068013 Jun 2015 KR
10-2016-0012636 Feb 2016 KR
10-2016-0014623 Feb 2016 KR
10-2016-0026337 Mar 2016 KR
10-2016-0026791 Mar 2016 KR
10-2016-0045633 Apr 2016 KR
10-2016-0048215 May 2016 KR
10-2016-0054573 May 2016 KR
10-2016-0099432 Aug 2016 KR
10-2017-0019649 Feb 2017 KR
10-2017-0023063 Mar 2017 KR
10-2017-0065563 Jun 2017 KR
10-1820573 Jan 2018 KR
200529636 Sep 2005 TW
200601176 Jan 2006 TW
200642408 Dec 2006 TW
200919255 May 2009 TW
199741528 Nov 1997 WO
199858346 Dec 1998 WO
199928701 Jun 1999 WO
199944114 Sep 1999 WO
2000055812 Sep 2000 WO
2001057757 Aug 2001 WO
200180017 Oct 2001 WO
200201864 Jan 2002 WO
2003038698 May 2003 WO
2003083793 Oct 2003 WO
2004029862 Apr 2004 WO
2004079530 Sep 2004 WO
2004104813 Dec 2004 WO
2005008568 Jan 2005 WO
2005020036 Mar 2005 WO
2005048832 Jun 2005 WO
2005106774 Nov 2005 WO
2006004155 Jan 2006 WO
2006051462 May 2006 WO
2006113834 Oct 2006 WO
2007029710 Mar 2007 WO
2007060102 May 2007 WO
2007070014 Jun 2007 WO
2007072447 Jun 2007 WO
2007073422 Jun 2007 WO
2007076210 Jul 2007 WO
2007116521 Oct 2007 WO
2008008101 Jan 2008 WO
2008024454 Feb 2008 WO
2008147457 Dec 2008 WO
2008151229 Dec 2008 WO
2009042392 Apr 2009 WO
2009045335 Apr 2009 WO
2009108645 Sep 2009 WO
2010039337 Apr 2010 WO
2010056484 May 2010 WO
2010059306 May 2010 WO
2010086993 Aug 2010 WO
2010120972 Oct 2010 WO
2010128442 Nov 2010 WO
2011130422 Oct 2011 WO
2012068193 May 2012 WO
2012083113 Jun 2012 WO
2012128750 Sep 2012 WO
2012129231 Sep 2012 WO
2013000150 Jan 2013 WO
2013003372 Jan 2013 WO
2013023224 Feb 2013 WO
2013066659 May 2013 WO
2013096943 Jun 2013 WO
2013096949 Jun 2013 WO
2013125222 Aug 2013 WO
2013169849 Nov 2013 WO
2013169877 Nov 2013 WO
2013177500 Nov 2013 WO
2013177548 Nov 2013 WO
2013181102 Dec 2013 WO
2014004556 Jan 2014 WO
2014012456 Jan 2014 WO
2014026165 Feb 2014 WO
2014051884 Apr 2014 WO
2014105276 Jul 2014 WO
2014124332 Aug 2014 WO
2014147297 Sep 2014 WO
2014193465 Dec 2014 WO
2015057320 Apr 2015 WO
2015062382 May 2015 WO
2015069153 May 2015 WO
2015088141 Jun 2015 WO
2015119605 Aug 2015 WO
2015120019 Aug 2015 WO
2015195216 Dec 2015 WO
2015196448 Dec 2015 WO
2016025036 Feb 2016 WO
2016036218 Mar 2016 WO
2016049439 Mar 2016 WO
2016111808 Jul 2016 WO
2016123309 Aug 2016 WO
2016126374 Aug 2016 WO
2016144975 Sep 2016 WO
2016189390 Dec 2016 WO
2016196054 Dec 2016 WO
2016201037 Dec 2016 WO
2017012302 Jan 2017 WO
2017030223 Feb 2017 WO
2017043314 Mar 2017 WO
2017094052 Jun 2017 WO
2017218094 Dec 2017 WO
2018048632 Mar 2018 WO
2018212801 Nov 2018 WO
2018226265 Dec 2018 WO
2019033129 Feb 2019 WO
2019094114 May 2019 WO
Non-Patent Literature Citations (1316)
Entry
Applicant-Initiated Interview Summary received for U.S. Appl. No. 17/496,716, mailed on Sep. 14, 2023, 2 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 17/962,369. mailed on Jul. 24, 2023, 4 pages.
Brief Communication Regarding Oral Proceedings received for European Patent Application No. 20198076.0, mailed on Aug. 28, 2023, 1 page.
Decision to Refuse received for Japanese Patent Application No. 2021-168243, mailed on Aug. 14, 2023, 7 pages (3 pages of English Translation and 4 pages of Official Copy).
Examiner's Answer to Appeal Brief received for U.S. Appl. No. 17/516,495, mailed on Jul. 28, 2023, 13 pages.
Final Office Action received for U.S. Appl. No. 17/962,369, mailed on Aug. 15, 2023, 20 pages.
International Preliminary Report on Patentability received for PCT Patent Application No. PCT/US2022/013730, mailed on Aug. 3, 2023, 15 pages.
Non-Final Office Action received for U.S. Appl. No. 17/496,716, mailed on Jul. 18, 2023, 15 pages.
Notice of Acceptance received for Australian Patent Application No. 2022206826, mailed on Aug. 24, 2023, 3 pages.
Notice of Allowance received for Korean Patent Application No. 10-2021-7010306, mailed on Aug. 14, 2023, 7 pages (2 pages of English Translation and 5 pages of Official Copy).
Notice of Allowance received for Korean Patent Application No. 10-2022-7014519, mailed on Jul. 28, 2023, 7 pages (2 pages of English Translation and 5 pages of Official Copy).
Notice of Allowance received for Korean Patent Application No. 10-2022-7015289, mailed on Jul. 31, 2023, 8 pages (2 pages of English Translation and 6 pages of Official Copy).
Notice of Allowance received for U.S. Appl. No. 17/062,941, mailed on Aug. 11, 2023, 11 pages.
Notice of Allowance received for U.S. Appl. No. 17/193,991, mailed on Jul. 17, 2023, 10 pages.
Notice of Allowance received for U.S. Appl. No. 17/863,974, mailed on Aug. 9, 2023, 2 pages.
Notice of Allowance received for U.S. Appl. No. 17/863,974, mailed on Jul. 11, 2023, 5 pages.
Notice of Allowance received for U.S. Appl. No. 17/863,974, mailed on Jul. 21, 2023, 2 pages.
Office Action received for Australian Patent Application No. 2022200900, mailed on Jul. 13, 2023, 3 pages.
Office Action received for Australian Patent Application No. 2022200900, mailed on Sep. 8, 2023, 4 pages.
Office Action received for Australian Patent Application No. 2022206826, mailed on Jul. 4, 2023, 3 pages.
Office Action received for Australian Patent Application No. 2022209019, mailed on Aug. 18, 2023, 4 pages.
Office Action received for Australian Patent Application No. 2022231779, mailed on Aug. 7, 2023, 5 pages.
Office Action received for Australian Patent Application No. 2023203469, mailed on Aug. 31, 2023, 5 pages.
Office Action received for Chinese Patent Application No. 201910901500.5, mailed on Jun. 30, 2023, 27 pages (9 pages of English Translation and 18 pages of Official Copy).
Office Action received for Chinese Patent Application No. 202211283788.2, mailed on Jul. 7, 2023, 7 pages (4 pages of English Translation and 3 pages of Official Copy).
Office Action received for German Patent Application No. 112014004134.3, mailed on Jul. 31, 2023, 11 pages (1 page of English Translation and 10 pages of Official Copy).
Office Action received for Japanese Patent Application No. 2020-184605, mailed on Jul. 3, 2023, 6 pages (3 pages of English Translation and 3 pages of Official Copy).
Office Action received for Korean Patent Application No. 10-2022-7033655, mailed on Jul. 27, 2023, 5 pages (2 pages of English Translation and 3 pages of Official Copy).
Applicant-Initiated Interview Summary received for U.S. Appl. No. 17/062,941, mailed on Dec. 14, 2023, 2 pages.
International Search Report and Written Opinion received for PCT Patent Application No. PCT/US2023/024385, mailed on Nov. 3, 2023, 20 pages.
Invitation to Pay Additional Fees and Partial International Search Report received for PCT Patent Application No. PCT/US2023/024385, mailed on Sep. 11, 2023, 13 pages.
Notice of Acceptance received for Australian Patent Application No. 2023203125, mailed on Dec. 8, 2023, 3 pages.
Notice of Allowance received for Korean Patent Application No. 10-2022-7033655, mailed on Nov. 29, 2023, 6 pages (2 pages of English Translation and 4 pages of Official Copy).
Office Action received for Chinese Patent Application No. 202211283788.2, mailed on Nov. 1, 2023, 10 pages (5 pages of English Translation and 5 pages of Official Copy).
Office Action received for Chinese Patent Application No. 202211285112.7, mailed on Nov. 11, 2023, 6 pages (3 pages of English Translation and 3 pages of Official Copy).
Advisory Action received for U.S. Appl. No. 17/962,369, mailed on Nov. 13, 2023, 4 pages.
Decision on Appeal received for Korean Patent Application No. 10-2022-7004578, mailed on Oct. 31, 2023, 26 pages (5 pages of English Translation and 21 pages of Official Copy).
Office Action received for Australian Patent Application No. 2022231779, mailed on Nov. 6, 2023, 3 pages.
Supplemental Notice of Allowance received for U.S. Appl. No. 17/496,716, mailed on Nov. 17, 2023, 2 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 18/136,819, mailed on Dec. 20, 2023, 2 pages.
Office Action received for Australian Patent Application No. 2023203469, mailed on Dec. 18, 2023, 4 pages.
Office Action received for Japanese Patent Application No. 2022-163568, mailed on Dec. 22, 2023, 8 pages (4 pages of English Translation and 4 pages of Official Copy).
Office Action received for Japanese Patent Application No. 2022-185685, mailed on Dec. 25, 2023, 8 pages (4 pages of English Translation and 4 pages of Official Copy).
Summons to Attend Oral Proceedings received for European Patent Application No. 19160348.9, mailed on Dec. 19, 2023, 7 pages.
Decision to Grant received for European Patent Application No. 20198076.0, mailed on Feb. 1, 2024, 4 pages.
Office Action received for Australian Patent Application No. 2023200797, mailed on Jan. 23, 2024, 5 pages.
Office Action received for Korean Patent Application No. 10-2023-7016618, mailed on Jan. 12, 2024, 11 pages (5 pages of English Translation and 6 pages of Official Copy).
Supplemental Notice of Allowance received for U.S. Appl. No. 17/496,716, mailed on Feb. 1, 2024, 2 pages.
Intention to Grant received for European Patent Application No. 20198076.0, mailed on Oct. 25, 2023, 11 pages.
Non-Final Office Action received for U.S. Appl. No. 18/136,819, mailed on Nov. 7, 2023, 8 pages.
Notice of Allowance received for Korean Patent Application No. 10-2022-7029609, mailed on Oct. 23, 2023, 8 pages (2 pages of English Translation and 6 pages of Official Copy).
Notice of Allowance received for U.S. Appl. No. 17/496,716, mailed on Nov. 8, 2023, 24 pages.
Office Action received for Australian Patent Application No. 2022203027, mailed on Oct. 25, 2023, 5 pages.
Office Action received for Australian Patent Application No. 2022279466, mailed on Oct. 25, 2023, 3 pages.
Office Action received for Chinese Patent Application No. 201910901500.5, mailed on Sep. 29, 2023, 15 pages (5 pages of English Translation and 10 pages of Official Copy).
Office Action received for Japanese Patent Application No. 2022-140146, mailed on Oct. 20, 2023, 8 pages (4 pages of English Translation and 4 pages of Official Copy).
Final Office Action received for U.S. Appl. No. 18/105,191, mailed on Feb. 20, 2024, 20 pages.
Final Office Action received for U.S. Appl. No. 18/134,527, mailed on Feb. 15, 2024, 11 pages.
Krumm et al., “Multi-Camera multi-person tracking for easyliving”, Third IEEE International Workshop on Visual Surveillance, Available online at: http://mesh.brown.edu/en193s05-2004/pdfs/KrummEtAl-iwvs00.pdf, Jul. 1, 2000, 8 pages.
Mahfouz et al., “Android users in the wild: Their authentication and usage behavior”, Pervasive and Mobile Computing, vol. 32, Jul. 11, 2016, pp. 50-61.
Notice of Acceptance received for Australian Patent Application No. 2022231779, mailed on Feb. 5, 2024, 3 pages.
Notice of Allowance received for U.S. Appl. No. 17/725,311, mailed on Feb. 14, 2024, 8 pages.
Office Action received for Chinese Patent Application No. 201880003211.7, mailed on Jan. 23, 2024, 20 pages (10 pages of English Translation and 10 pages of Official Copy).
Office Action received for Chinese Patent Application No. 202110011700.0, mailed on Jan. 24, 2024, 11 pages (5 pages of English Translation and 6 pages of Official Copy).
Summons to Attend Oral Proceedings received for European Patent Application No. 20191533.7, mailed on Feb. 13, 2024, 7 pages.
Adractas et al., “The road to mobile payments services”, McKinsey on Payments, Online available at: https://www.mckinsey.com.br/˜/media/mckinsey/dotcom/client_service/financial%20services/latest%20thinking/reports/the_road_to_mobile_payments_services.pdf, Sep. 2011, pp. 45-52.
Adrianisen, “Samsung Galaxy S8 Face Recognition—Register Your Face Review!”, Retrieved from < https://www.youtube.com/watch?v=04KVPaCJq94>, Apr. 27, 2017, 1 page.
Advisory Action received for U.S. Appl. No. 12/207,374, mailed on Feb. 25, 2013, 3 pages.
Advisory Action received for U.S. Appl. No. 12/207,374, mailed on May 15, 2014, 3 pages.
Advisory Action received for U.S. Appl. No. 14/311,214, mailed on Feb. 10, 2015, 4 pages.
Advisory Action received for U.S. Appl. No. 14/503,296, mailed on Oct. 2, 2015, 3 pages.
Advisory Action received for U.S. Appl. No. 14/980,344, mailed on Feb. 10, 2020, 5 pages.
Advisory Action received for U.S. Appl. No. 14/980,344, mailed on Mar. 27, 2019, 5 pages.
Advisory Action received for U.S. Appl. No. 15/137,944, mailed on May 11, 2017, 6 pages.
Advisory Action received for U.S. Appl. No. 16/164,561, mailed on Nov. 14, 2019, 2 pages.
Advisory Action received for U.S. Appl. No. 16/369,473, mailed on May 12, 2022, 4 pages.
Advisory Action received for U.S. Appl. No. 17/193,991, mailed on Jan. 31, 2023, 3 pages.
Advisory Action received for U.S. Appl. No. 17/863,974, mailed on Feb. 15, 2023, 2 pages.
Advisory Action received for U.S. Appl. No. 15/250,152, mailed on Mar. 25, 2019, 5 pages.
Appeal Decision received for Australian Patent Application No. 2019268070, mailed on Dec. 22, 2022, 26 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 13/243,045, mailed on Oct. 22, 2019, 3 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 15/714,887, mailed on Aug. 19, 2020, 4 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 15/714,887, mailed on Mar. 17, 2020, 5 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 16/147,023, mailed on Oct. 29, 2019, 3 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 16/553,622, mailed on Aug. 3, 2020, 3 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 17/725,311, mailed on Jun. 30, 2023, 5 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 14/612,214, mailed on Feb. 18, 2020, 3 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 16/125,267, mailed on Feb. 8, 2021, 3 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 16/125,267, mailed on Jan. 25, 2022, 5 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 16/125,267, mailed on Jun. 25, 2021, 5 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 16/125,267, mailed on Oct. 25, 2021, 4 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 16/125,267, mailed on Sep. 14, 2020, 5 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 16/369,355, mailed on Jul. 28, 2021, 2 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 16/369,473, mailed on Apr. 16, 2021, 2 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 16/369,473, mailed on Oct. 13, 2020, 5 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 16/369,473, mailed on Oct. 18, 2021, 2 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 16/369,473, mailed on Sep. 21, 2020, 5 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 16/667,271, mailed on Apr. 8, 2020, 3 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 16/670,949, mailed on Apr. 6, 2021, 2 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 16/938,362, mailed on Nov. 2, 2022, 2 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 17/062,941, mailed on Apr. 19, 2023, 2 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 17/087,855, mailed on Feb. 28, 2022, 2 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 17/087,855, mailed on Jul. 5, 2022, 2 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 17/087,855, mailed on Nov. 5, 2021, 2 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 17/409,570, mailed on Dec. 7, 2022, 4 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 17/409,570, mailed on Dec. 27, 2022, 2 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 17/409,570, mailed on Nov. 3, 2022, 5 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 17/409,570, mailed on Nov. 29, 2022, 4 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 17/863,974, mailed on Dec. 9, 2022, 2 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 17/863,974, mailed on May 25, 2023, 2 pages.
Bao et al., “Location-based and Preference-Aware Recommendation Using Sparse Geo-Social Networking Data”, ACM SIGSPATIAL GIS '12, Redondo Beach, CA, USA, Online available at: https://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/LocationRecommendation.pds, Nov. 6-9, 2012, 10 pages.
Board Decision received for Chinese Patent Application No. 201410407626.4, mailed on Jun. 8, 2020, 17 pages.
Board Decision received for Chinese Patent Application No. 201510284715.9, mailed on Jul. 21, 2022, 22 pages.
Board Decision received for Chinese Patent Application No. 201510284896.5, mailed on Nov. 19, 2021, 14 pages.
Board Decision received for Chinese Patent Application No. 291619984159.7, mailed on Dec. 22, 2021, 20 pages.
Board Decision received for Chinese Patent Application No. 201710198190.6, mailed on May 23, 2022, 2 pages.
Board Decision received for Chinese Patent Application No. 201810094316.X, mailed on Dec. 3, 2021, 18 pages.
Board Decision received for Chinese Patent Application No. 201810338826.7, mailed on May 30, 2022, 20 pages.
Board Opinion received for Chinese Patent Application No. 201510284715.9, mailed on Jun. 6, 2022, 14 pages.
Board Opinion received for Chinese Patent Application No. 201610459968.X, mailed on Mar. 3, 2022, 11 pages.
Board Opinion received for Chinese Patent Application No. 201810094316.X, mailed on Sep. 30, 2021, 11 pages.
Board Opinion received for Chinese Patent Application No. 201810338826.7, mailed on Jan. 19, 2022, 18 pages.
Brief Communication Regarding Oral Proceedings received for European Patent Application No. 15727291.5, mailed on Jun. 9, 2020, 12 pages.
Brief Communication Regarding Oral Proceedings received for European Patent Application No. 16201159.7, mailed on Jun. 29, 2021, 13 pages.
Brief Communication regarding Oral Proceedings received for European Patent Application No. 16201205.8, mailed on May 29, 2020, 29 pages.
Brief Communication Regarding Oral Proceedings received for European Patent Application No. 17799904.2, mailed on Sep. 13, 2022, 1 page.
Brief Communication Regarding Oral Proceedings received for European Patent Application No. 18713408.5, mailed on Sep. 28, 2021, 2 pages.
Brief Communication Regarding Oral Proceedings received for European Patent Application No. 18830326.7, mailed on Jun. 30, 2021, 2 pages.
Brief Communication Regarding Oral Proceedings received for European Patent Application No. 19150528.8, mailed on Sep. 5, 2022, 2 pages.
Brief Communication Regarding Oral Proceedings received for European Patent Application No. 19160348.9, mailed on Nov. 8, 2022, 3 pages.
Brief Communication Regarding Oral Proceedings received for European Patent Application No. 19194828.0, mailed on May 6, 2022, 1 page.
Brief Communication Regarding Oral Proceedings received for European Patent Application No. 19766438.6, mailed on Aug. 18, 2022, 1 page.
Brief Communication regarding Oral Proceedings received for European Patent Application No. 20198076.0, mailed on May 2, 2023, 1 page.
Certificate of Examination received for Australian Patent Application No. 2017100553, mailed on Jan. 17, 2018, 2 pages.
Choong et al., “Fingerprint Self-Captures: Usability of a fingerprint system with real-time feedback.”, IEEE Fifth International Conference on Biometrics: Theory, Applications and Systems (BTAS). IEEE, 2012. URL: https://ieeexplore.ieee.orgistamp/stamp.jsp?tp.Szar-munber=6374553, 2012, pp. 16-22.
Corrected Notice of Allowance received for U.S. Appl. No. 12/074,985, mailed on Oct. 10, 2013, 4 pages.
Corrected Notice of Allowance received for U.S. Appl. No. 14/612,214, mailed on May 1, 2020, 2 pages.
Corrected Notice of Allowance received for U.S. Appl. No. 15/017,436, mailed on Sep. 2, 2016, 5 pages.
Corrected Notice of Allowance received for U.S. Appl. No. 15/137,944, mailed on Jan. 11, 2018, 2 pages.
Corrected Notice of Allowance received for U.S. Appl. No. 15/137,944, mailed on Jan. 19, 2018, 2 pages.
Corrected Notice of Allowance received for U.S. Appl. No. 15/269,801, mailed on Oct. 3, 2017, 4 pages.
Corrected Notice of Allowance received for U.S. Appl. No. 15/294,439, mailed on Mar. 13, 2019, 4 pages.
Corrected Notice of Allowance received for U.S. Appl. No. 15/357,873, mailed on Jan. 19, 2018, 2 pages.
Corrected Notice of Allowance received for U.S. Appl. No. 15/357,873, mailed on Mar. 16, 2018, 2 pages.
Corrected Notice of Allowance received for U.S. Appl. No. 15/845,794, mailed on Feb. 25, 2019, 2 pages.
Corrected Notice of Allowance received for U.S. Appl. No. 15/866,341, mailed on Aug. 21, 2019, 3 pages.
Corrected Notice of Allowance received for U.S. Appl. No. 15/866,341, mailed on Aug. 26, 2019, 3 pages.
Corrected Notice of Allowance received for U.S. Appl. No. 16/125,267, mailed on Apr. 4, 2022, 2 pages.
Corrected Notice of Allowance received for U.S. Appl. No. 16/125,267, mailed on Mar. 16, 2022, 2 pages.
Corrected Notice of Allowance received for U.S. Appl. No. 16/125,267, mailed on May 4, 2022, 3 pages.
Corrected Notice of Allowance received for U.S. Appl. No. 16/369,473, mailed on Sep. 9, 2022, 2 pages.
Corrected Notice of Allowance received for U.S. Appl. No. 16/386,707, mailed on Feb. 19, 2021, 2 pages.
Corrected Notice of Allowance received for U.S. Appl. No. 16/386,707, mailed on Jan. 25, 2021, 2 pages.
Corrected Notice of Allowance received for U.S. Appl. No. 16/434,865, mailed on Apr. 28, 2020, 2 pages.
Corrected Notice of Allowance received for U.S. Appl. No. 16/434,865, mailed on Jun. 4, 2020, 2 pages.
Corrected Notice of Allowance received for U.S. Appl. No. 16/456,839, mailed on Apr. 29, 2021, 2 pages.
Corrected Notice of Allowance received for U.S. Appl. No. 16/456,839, mailed on Jul. 20, 2021, 3 pages.
Corrected Notice of Allowance received for U.S. Appl. No. 16/553,622, mailed on Sep. 23, 2020, 5 pages.
Corrected Notice of Allowance received for U.S. Appl. No. 16/670,949, mailed on Sep. 8, 2021, 2 pages.
Corrected Notice of Allowance received for U.S. Appl. No. 16/843,638, mailed on Dec. 22, 2021, 2 pages.
Corrected Notice of Allowance received for U.S. Appl. No. 16/843,638, mailed on Feb. 16, 2022, 2 pages.
Corrected Notice of Allowance received for U.S. Appl. No. 16/938,362, mailed on Feb. 7, 2023, 4 pages.
Corrected Notice of Allowance received for U.S. Appl. No. 16/987,003, mailed on Sep. 1, 2021, 3 pages.
Corrected Notice of Allowance received for U.S. Appl. No. 17/087,855, mailed on Jan. 12, 2023, 6 pages.
Corrected Notice of Allowance received for U.S. Appl. No. 17/087,855, mailed on Jan. 25, 2023, 4 pages.
Corrected Notice of Allowance received for U.S. Appl. No. 17/208,957, mailed on Jun. 30, 2022, 2 pages.
Corrected Notice of Allowance received for U.S. Appl. No. 17/227,910, mailed on Aug. 1, 2022, 2 pages.
Corrected Notice of Allowance received for U.S. Appl. No. 17/227,910, mailed on Jul. 7, 2022, 2 pages.
Corrected Notice of Allowance received for U.S. Appl. No. 17/227,910, mailed on May 9, 2022, 2 pages.
Corrected Notice of Allowance received for U.S. Appl. No. 17/227,910, mailed on May 25, 2022, 2 pages.
Corrected Notice of Allowance received for U.S. Appl. No. 17/409,570, mailed on May 10, 2023, 2 pages.
CV Meerkat, “Extracting Face Orientation in Real-time”, Available online at: <https://www.youtube.com/watch?v=Ugwfnjx6UYw>, Jul. 22, 2016, 3 pages.
Das et al., “A Security Framework for Mobile-to-Mobile Payment Network”, International Conference on Personal Wireless Communications, Jan. 25, 2005, pp. 420-423.
Decision from Intellectual Property Tribunal received for Korean Patent Application No. 10-2011-7023152, mailed on Feb. 17, 2015, 22 pages.
Decision on Appeal received for Korean Patent Application No. 10-2015-7010262, mailed on Dec. 21, 2018, 16 pages.
Decision on Appeal received for Korean Patent Application No. 10-2016-0152210, mailed on Jun. 23, 2020, 20 pages.
Decision on Appeal received for Korean Patent Application No. 10-2019-7033799, mailed on Jul. 19, 2022, 23 pages.
Decision on Appeal received for Korean Patent Application No. 10-2020-7020782, mailed on Jan. 24, 2022, 22 pages.
Decision on Appeal received for U.S. Appl. No. 13/243,045, mailed on Mar. 18, 2019, 10 pages.
Decision on Appeal received for U.S. Appl. No. 13/243,045, mailed on May 10, 2021, 11 pages.
Decision on Appeal received for U.S. Appl. No. 14/612,214, mailed on Sep. 3, 2019, 10 pages.
Decision on Appeal received for U.S. Appl. No. 15/714,887, mailed on Feb. 18, 2022, 14 pages.
Decision to Grant received for Danish Patent Application No. PA201670628, mailed on Nov. 20, 2017, 2 pages.
Decision to Grant received for Danish Patent Application No. PA201770418, mailed on Oct. 25, 2019, 3 pages.
Decision to Grant received for Danish Patent Application No. PA201770419, mailed on Oct. 25, 2018, 2 pages.
Decision to Grant received for Danish Patent Application No. PA201770715, mailed on Feb. 15, 2019, 2 pages.
Decision to Grant received for Danish Patent Application No. PA201770782, mailed on Oct. 25, 2019, 2 pages.
Decision to Grant received for Danish Patent Application No. PA201870370, mailed on Mar. 29, 2019, 2 pages.
Decision to Grant received for Danish Patent Application No. PA201870371, mailed on Mar. 29, 2019, 2 pages.
Decision to Grant received for Danish Patent Application No. PA201870855, mailed on Oct. 20, 2020, 2 pages.
Decision to Grant received for Danish Patent Application No. PA201970127, mailed on Aug. 20, 2020, 2 pages.
Decision to Grant received for European Patent Application No. 12773460.6, mailed on Jun. 27, 2019, 2 pages.
Decision to Grant received for European Patent Application No. 13171145.9, mailed on Jul. 11, 2019, 2 pages.
Decision to Grant received for European Patent Application No. 14853215.3, mailed on Sep. 27, 2018, 2 pages.
Decision to Grant received for European Patent Application No. 15168475.0, mailed on Sep. 30, 2021, 2 pages.
Decision to Grant received for European Patent Application No. 17853654.6, mailed on Apr. 15, 2021, 2 pages.
Decision to Grant received for European Patent Application No. 18190250.3, mailed on Oct. 1, 2020, 2 pages.
Decision to Grant received for European Patent Application No. 18704335.1, mailed on Sep. 24, 2020, 2 pages.
Decision to Grant received for European Patent Application No. 18713408.5, mailed on Sep. 1, 2022, 3 pages.
Decision to Grant received for European Patent Application No. 18830326.7, mailed on Nov. 11, 2021, 3 pages.
Decision to Grant received for European Patent Application No. 19160344.8, mailed on Sep. 1, 2022, 3 pages.
Decision to Grant received for European Patent Application No. 19194828.0, mailed on Oct. 27, 2022, 3 pages.
Decision to Grant received for European Patent Application No. 19766438.6, mailed on Feb. 2, 2023, 2 pages.
Decision to Grant received for European Patent Application No. 19769336.9, mailed on Oct. 7, 2022, 2 pages.
Decision to Grant received for European Patent Application No. 20186286.9, mailed on May 11, 2023, 4 pages.
Decision to Grant received for European Patent Application No. 20196476.4, mailed on Jan. 13, 2022, 2 pages.
Decision to Grant received for Japanese Patent Application No. 2017-075031, mailed on Jul. 1, 2019, 3 pages.
Decision to Grant received for the European Patent Application No. 12181538.5, mailed on Jul. 2, 2015, 1 page.
Decision to Refuse received for European Patent Application No. 08834386.8, mailed on Apr. 8, 2013, 8 pages.
Decision to Refuse received for European Patent Application No. 12770400.5, mailed on Nov. 8, 2018, 12 pages.
Decision to Refuse received for European Patent Application No. 15727291.5, mailed on Jun. 30, 2020, 21 pages.
Decision to Refuse received for European Patent Application No. 15728352.4, mailed on May 28, 2020, 25 pages.
Decision to Refuse received for European Patent Application No. 16201159.7, mailed on Sep. 27, 2021, 22 pages.
Decision to Refuse received for European Patent Application No. 16201195.1, mailed on Mar. 4, 2019, 23 pages.
Decision to Refuse received for European Patent Application No. 16201205.8, mailed on Jun. 30, 2020, 29 pages.
Decision to Refuse received for European Patent Application No. 17799904.2, mailed on Sep. 19, 2022, 4 pages.
Decision to Refuse received for European Patent Application No. 18208881.5, mailed on Dec. 23, 2022, 12 pages.
Decision to Refuse received for European Patent Application No. 19150528.8, mailed on Sep. 9, 2022, 4 pages.
Decision to Refuse received for Japanese Patent Application No. 2021-149549, mailed on Jun. 26, 2023, 4 pages.
Drareni Jamil, “Face Tracking and Head Pose Estimation with Open CV”, Available online at: <https://www.youtube.com/watch?v=Etj_aktbnwM>, Jun. 9, 2013, 3 pages.
Examination Report received for Australian Patent Application No. 2015202397, mailed on Feb. 29, 2016, 4 pages.
Examiner's Answer to Appeal Brief received for U.S. Appl. No. 13/243,045, mailed on Oct. 26, 2020, 17 pages.
Examiner's Answer to Appeal Brief received for U.S. Appl. No. 15/714,887, mailed on Aug. 27, 2021, 23 pages.
Examiner's Pre-Review Report received for Japanese Patent Application No. 2013-098406, mailed on Oct. 8, 2015, 7 pages.
Examiner's Pre-Review Report received for Japanese Patent Application No. 2018-113081, mailed on Apr. 28, 2021, 4 pages.
Examiner's Pre-Review Report received for Japanese Patent Application No. 2019-563560, mailed on Dec. 27, 2021, 4 pages.
Extended European Search Report (includes Partial European Search Report and European Search Opinion) received for European Patent Application No. 13171145.9, mailed on Feb. 5, 2014, 6 pages.
Extended European Search Report (includes Partial European Search Report and European Search Opinion) received for European Patent Application No. 15168475.0, mailed on Oct. 21, 2015, 6 pages.
Extended European Search Report received for European Patent Application No. 12181538.5, mailed on Oct. 23, 2012, 6 pages.
Extended European Search Report received for European Patent Application No. 14853215.3, mailed on Sep. 13, 2016, 9 pages.
Extended European Search Report received for European Patent Application No. 16177139.9, mailed on Nov. 4, 2016, 7 pages.
Extended European Search Report received for European Patent Application No. 16201159.7, mailed on Mar. 27, 2017, 12 pages.
Extended European Search Report Received for European Patent Application No. 16201195.1, mailed on Feb. 7, 2017, 13 pages.
Extended European Search Report received for European Patent Application No. 16201205.8, mailed on Jan. 5, 2017, 12 pages.
Extended European Search Report received for European Patent Application No. 17799904.2, mailed on Jul. 30, 2018, 7 pages.
Extended European Search Report received for European Patent Application No. 17853654.6, mailed on Jul. 8, 2019, 9 pages.
Extended European Search Report received for European Patent Application No. 18190250.3, mailed on Nov. 9, 2018, 6 pages.
Extended European Search Report received for European Patent Application No. 18208881.5, mailed on Jan. 8, 2019, 7 pages.
Extended European Search Report received for European Patent Application No. 19150528.8, mailed on May 15, 2019, 9 pages.
Extended European Search Report received for European Patent Application No. 19160344.8, mailed on Jun. 14, 2019, 7 pages.
Extended European Search Report received for European Patent Application No. 19160348.9, mailed on Jul. 19, 2019, 6 pages.
Extended European Search Report received for European Patent Application No. 19186538.5, mailed on Oct. 9, 2019, 10 pages.
Extended European Search Report received for European Patent Application No. 19194828.0, mailed on Dec. 19, 2019, 7 pages.
Extended European Search Report received for European Patent Application No. 20186286.9, mailed on Nov. 2, 2020, 9 pages.
Extended European Search Report received for European Patent Application No. 20191533.7, mailed on Nov. 13, 2020, 8 pages.
Extended European Search Report received for European Patent Application No. 20196476.4, mailed on Nov. 5, 2020, 5 pages.
Extended European Search Report received for European Patent Application No. 20198076.0, mailed on Jan. 13, 2021, 8 pages.
Extended European Search Report received for European Patent Application No. 21166287.9, mailed on Nov. 5, 2021, 10 pages.
Extended European Search Report received for European Patent Application No. 21173988.3, mailed on Aug. 23, 2021, 6 pages.
Extended European Search Report received for European Patent Application No. 22150595.1, mailed on Apr. 8, 2022, 6 pages.
Extended European Search Report received for European Patent Application No. 22188377.0, mailed on Oct. 27, 2022, 8 pages.
Extended European Search Report received for European Patent Application No. 22197752.3, mailed on Feb. 15, 2023, 7 pages.
Extended European Search Report received for European Patent Application No. 22197755.6, mailed on Feb. 20, 2023, 8 pages.
Extended European Search Report received for European Patent Application No. 22198902.3, mailed on Jan. 20, 2023, 9 pages.
Extended European Search Report received for European Patent Application No. 22200096.0, mailed on Jan. 26, 2023, 14 pages.
Extended European Search Report received for European Patent Application No. 22212086.7, mailed on Feb. 21, 2023, 10 pages.
Extended European Search Report received for European Patent Application No. 23157906.1, mailed on Apr. 6, 2023, 10 pages.
Feng et al., “A Prototype Three-Dimensional Position Sensitive CdZnTe Detector Array”, IEEE Transactions on Nuclear Science, vol. 54, No. 4., Aug. 2007, 6 pages.
Final Office Action received for U.S. Appl. No. 12/074,985, mailed on Dec. 2, 2011, 19 pages.
Final Office Action received for U.S. Appl. No. 12/207,370, mailed on Dec. 13, 2011, 15 pages.
Final Office Action received for U.S. Appl. No. 12/207,370, mailed on Feb. 15, 2013, 17 pages.
Final Office Action received for U.S. Appl. No. 12/207,374, mailed on Jan. 31, 2014, 12 pages.
Final Office Action received for U.S. Appl. No. 12/207,374, mailed on Nov. 6, 2012, 25 pages.
Final Office Action received for U.S. Appl. No. 12/207,374, mailed on Oct. 21, 2011, 16 pages.
Final Office Action received for U.S. Appl. No. 13/243,045, mailed on Aug. 5, 2015, 10 pages.
Final Office Action received for U.S. Appl. No. 13/243,045, mailed on Jan. 15, 2020, 12 pages.
Final Office Action received for U.S. Appl. No. 13/248,882, mailed on Dec. 4, 2013, 22 pages.
Final Office Action received for U.S. Appl. No. 14/142,669, mailed on Jun. 12, 2015, 14 pages.
Final Office Action received for U.S. Appl. No. 14/285,378, mailed on Jul. 23, 2015, 19 pages.
Final Office Action received for U.S. Appl. No. 14/311,214, mailed on Jan. 8, 2015, 12 pages.
Final Office Action received for U.S. Appl. No. 14/311,214, mailed on Sep. 24, 2015, 15 pages.
Final Office Action received for U.S. Appl. No. 14/479,088, mailed on Mar. 11, 2015, 10 pages.
Final Office Action received for U.S. Appl. No. 14/480,183, mailed on Jun. 28, 2017, 14 pages.
Final Office Action received for U.S. Appl. No. 14/503,072, mailed on Mar. 2, 2017, 9 pages.
Final Office Action received for U.S. Appl. No. 14/503,072, mailed on Sep. 1, 2015, 16 pages.
Final Office Action received for U.S. Appl. No. 14/503,296, mailed on Apr. 24, 2019, 5 pages.
Final Office Action received for U.S. Appl. No. 14/503,296, mailed on Jul. 2, 2015, 7 pages.
Final Office Action received for U.S. Appl. No. 14/503,296, mailed on Jun. 4, 2018, 8 pages.
Final Office Action received for U.S. Appl. No. 14/612,214, mailed on Dec. 7, 2015, 13 pages.
Final Office Action received for U.S. Appl. No. 14/980,344, mailed on Dec. 5, 2018, 17 pages.
Final Office Action received for U.S. Appl. No. 14/980,344, mailed on Nov. 25, 2019, 13 pages.
Final Office Action received for U.S. Appl. No. 15/137,944, mailed on Feb. 27, 2017, 10 pages.
Final Office Action received for U.S. Appl. No. 15/470,752, mailed on Mar. 13, 2018, 14 pages.
Final Office Action received for U.S. Appl. No. 15/714,887, mailed on Nov. 13, 2020, 60 pages.
Final Office Action received for U.S. Appl. No. 15/714,887, mailed on Nov. 15, 2019, 55 pages.
Final Office Action received for U.S. Appl. No. 15/866,341, mailed on May 14, 2019, 10 pages.
Final Office Action received for U.S. Appl. No. 15/872,685, mailed on Oct. 26, 2018, 10 pages.
Final Office Action received for U.S. Appl. No. 15/899,966, mailed on Nov. 5, 2018, 10 pages.
Final Office Action received for U.S. Appl. No. 16/125,267, mailed on Aug. 26, 2021, 22 pages.
Final Office Action received for U.S. Appl. No. 16/125,267, mailed on Dec. 10, 2020, 20 pages.
Final Office Action received for U.S. Appl. No. 16/147,023, mailed on Jul. 23, 2019, 18 pages.
Final Office Action received for U.S. Appl. No. 16/147,115, mailed on Jun. 19, 2019, 14 pages.
Final Office Action received for U.S. Appl. No. 16/164,561, mailed on Sep. 5, 2019, 12 pages.
Final Office Action received for U.S. Appl. No. 16/369,473, mailed on Dec. 14, 2020, 17 pages.
Final Office Action received for U.S. Appl. No. 16/369,473, mailed on Jan. 25, 2022, 19 pages.
Final Office Action received for U.S. Appl. No. 17/087,855, mailed on Mar. 31, 2022, 23 pages.
Final Office Action received for U.S. Appl. No. 17/193,991, mailed on Dec. 22, 2022, 6 pages.
Final Office Action received for U.S. Appl. No. 17/409,570, mailed on Nov. 9, 2022, 37 pages.
Final Office Action received for U.S. Appl. No. 17/516,495, mailed on Nov. 15, 2022, 12 pages.
Final Office Action received for U.S. Appl. No. 17/863,974, mailed on Dec. 16, 2022, 23 pages.
Final Office Action received for U.S. Appl. No. 15/250,152, mailed on Aug. 23, 2017, 24 pages.
Final Office Action received for U.S. Appl. No. 15/250,152, mailed on Nov. 16, 2018, 30 pages.
How to Smartphone, “Samsung Galaxy S7—screen rotation on / off”, Available Online at <https://www.youtube.com/watch?v=np54sEEI11E >, see video from 1:10 to 1:30., Dec. 12, 2016, 3 pages.
Hwang et al., “Toward Event-Based Haptics: Rendering Contact Using Open-Loop Force Pulses”, 12th International Symposium on Haptic Interfaces for Virtual Environment and Teleoperator Systems, 2004, 8 pages.
IDEX,“IDEX Fingerprint Sensor Mobile Glass Display”, Youtube, available at <https://www.youtube.com/watch?v=X1dAIP5sFzw>, Apr. 11, 2013, 2 pages.
Intention to Grant received for Danish Patent Application No. PA201670628, mailed on Aug. 28, 2017, 2 pages.
Intention to Grant received for Danish Patent Application No. PA201770418, mailed on Aug. 22, 2019, 2 pages.
Intention to Grant received for Danish Patent Application No. PA201770418, mailed on Nov. 16, 2018, 3 pages.
Intention to Grant received for Danish Patent Application No. PA201770419, mailed on Mar. 28, 2018, 2 pages.
Intention to Grant received for Danish Patent Application No. PA201770714, mailed on Feb. 15, 2019, 2 pages.
Intention to Grant received for Danish Patent Application No. PA201770714, mailed on Nov. 2, 2018, 2 pages.
Intention to Grant received for Danish Patent Application No. PA201770715, mailed on Nov. 13, 2018, 2 pages.
Intention to Grant received for Danish Patent Application No. PA201770782, mailed on Aug. 8, 2019, 2 pages.
Intention to Grant received for Danish Patent Application No. PA201870370, mailed on Jan. 2, 2019, 2 pages.
Intention to Grant received for Danish Patent Application No. PA201870371, mailed on Jan. 2, 2019, 2 pages.
Intention to Grant received for Danish Patent Application No. PA201870855, mailed on Jul. 13, 2020, 2 pages.
Intention to Grant received for Danish Patent Application No. PA201970127, mailed on Apr. 21, 2020, 2 pages.
Intention to Grant received for European Patent Application No. 12181538.5, mailed on Feb. 20, 2015, 8 pages.
Intention to Grant received for European Patent Application No. 12773460.6, mailed on Feb. 4, 2019, 8 pages.
Intention to Grant received for European Patent Application No. 12773460.6, mailed on Jun. 17, 2019, 4 pages.
Intention to Grant received for European Patent Application No. 13171145.9, mailed on Feb. 21, 2019, 8 pages.
Intention to Grant received for European Patent Application No. 14853215.3, mailed on Jun. 27, 2018, 9 pages.
Intention to Grant received for European Patent Application No. 15168475.0, mailed on Feb. 4, 2020, 9 pages.
Intention to Grant received for European Patent Application No. 15168475.0, mailed on Jan. 22, 2021, 8 pages.
Intention to Grant received for European Patent Application No. 15168475.0, mailed on Jul. 7, 2021, 8 pages.
Intention to Grant received for European Patent Application No. 17853654.6, mailed on Nov. 23, 2020, 8 pages.
Intention to Grant received for European Patent Application No. 18190250.3, mailed on May 15, 2020, 9 pages.
Intention to grant received for European Patent Application No. 18704335.1, mailed on Apr. 17, 2020, 6 pages.
Intention to Grant received for European Patent Application No. 18713408.5, mailed on Mar. 17, 2022, 10 pages.
Intention to Grant received for European Patent Application No. 18713408.5, mailed on May 23, 2022, 10 pages.
Intention to Grant received for European Patent Application No. 18713408.5, mailed on Oct. 28, 2021, 10 pages.
Intention to Grant received for European Patent Application No. 18830326.7, mailed on Sep. 15, 2021, 11 pages.
Intention to Grant received for European Patent Application No. 19160344.8, mailed on May 13, 2022, 10 pages.
Intention to Grant received for European Patent Application No. 19194828.0, mailed on Jun. 30, 2022, 9 pages.
Intention to Grant received for European Patent Application No. 19766438.6, mailed on Sep. 15, 2022, 10 pages.
Intention to Grant received for European Patent Application No. 19769336.9, mailed on May 31, 2022, 13 pages.
Intention to Grant received for European Patent Application No. 20186286.9, mailed on Feb. 17, 2023, 9 pages.
Intention to Grant received for European Patent Application No. 20186286.9, mailed on Sep. 15, 2022, 9 pages.
Intention to Grant received for European Patent Application No. 20196476.4, mailed on Aug. 25, 2021, 9 pages.
Intention to Grant received for European Patent Application No. 21166287.9, mailed on Feb. 23, 2023, 9 pages.
International Preliminary Report on Patentability received for PCT Patent Application No. PCT/US2018/014658, mailed on Nov. 28, 2019, 14 pages.
International Preliminary Report on Patentability received for PCT Patent Application No. PCT/US2018/049289, mailed on Mar. 19, 2020, 9 pages.
International Preliminary Report on Patentability received for PCT Patent Application No. PCT/US2008/075738, completed on Jan. 28, 2010, 15 pages.
International Preliminary Report on Patentability received for PCT Patent Application No. PCT/US2012/057319, mailed on Apr. 10, 2014, 6 pages.
International Preliminary Report on Patentability received for PCT Patent Application No. PCT/US2012/057656, mailed on Apr. 10, 2014, 6 pages.
International Preliminary Report on Patentability received for PCT Patent Application No. PCT/US2014/054800, mailed on Mar. 31, 2016, 27 pages.
International Preliminary Report on Patentability received for PCT Patent Application No. PCT/US2015/033326, mailed on Dec. 8, 2016, 11 pages.
International Preliminary Report on Patentability received for PCT Patent Application No. PCT/US2015/033380, mailed on Dec. 8, 2016, 10 pages.
International Preliminary Report on Patentability received for PCT Patent Application No. PCT/US2017/032240, mailed on Nov. 29, 2018, 29 pages.
International Preliminary Report on Patentability received for PCT Patent Application No. PCT/US2017/049760, mailed on Apr. 4, 2019, 9 pages.
International Preliminary Report on Patentability received for PCT Patent Application No. PCT/US2018/015603, mailed on Mar. 19, 2020, 8 pages.
International Preliminary Report on Patentability received for PCT Patent Application No. PCT/US2019/035092, mailed on Dec. 17, 2020, 10 pages.
International Preliminary Report on Patentability received for PCT Patent Application No. PCT/US2019/048816, mailed on Apr. 8, 2021, 15 pages.
International Preliminary Report on Patentability received for PCT Patent Application No. PCT/US2019/049227, mailed on Apr. 8, 2021, 11 pages.
International Preliminary Report on Patentability received for PCT Patent Application No. PCT/US2019/049239, mailed on Apr. 8, 2021, 12 pages.
International Search Report and Written Opinion received for PCT Application No. PCT/US2015/033326, mailed on Aug. 10, 2015, 13 pages.
International Search Report and Written Opinion received for PCT Patent Application No. PCT/US17/49760, mailed on Jan. 19, 2018, 12 pages.
International Search Report and Written Opinion received for PCT Patent Application No. PCT/US2008/075738, mailed on Jul. 2, 2009, 14 pages.
International Search Report and Written Opinion received for PCT Patent Application No. PCT/US2012/057319, mailed on Feb. 25, 2013, 7 pages.
International Search Report and Written Opinion received for PCT Patent Application No. PCT/US2012/057656, mailed on Feb. 25, 2013, 7 pages.
International Search Report and Written Opinion received for PCT Patent Application No. PCT/US2014/054800, mailed on Jan. 29, 2015, 33 pages.
International Search Report and Written Opinion received for PCT Patent Application No. PCT/US2015/033380, mailed on Aug. 10, 2015, 13 pages.
International Search Report and Written Opinion received for PCT Patent Application No. PCT/US2017/032240, mailed on Sep. 21, 2017, 33 pages.
International Search Report and Written Opinion received for PCT Patent Application No. PCT/US2018/014658, mailed on Jun. 6, 2018, 20 pages.
International Search Report and Written Opinion received for PCT Patent Application No. PCT/US2018/015603, mailed on Jun. 22, 2018, 13 pages.
International Search Report and Written Opinion received for PCT Patent Application No. PCT/US2018/049289, mailed on Feb. 19, 2019, 12 pages.
International Search Report and Written Opinion received for PCT Patent Application No. PCT/US2019/035092, mailed on Jan. 16, 2020, 16 pages.
International Search Report and Written Opinion received for PCT Patent Application No. PCT/US2019/048816, mailed on Feb. 4, 2020, 22 pages.
International Search Report and Written Opinion received for PCT Patent Application No. PCT/US2019/049227, mailed on Dec. 12, 2019, 14 pages.
International Search Report and Written Opinion received for PCT Patent Application No. PCT/US2019/049239, mailed on Jan. 22, 2020, 18 pages.
International Search Report and Written Opinion received for PCT Patent Application No. PCT/US2022/013730, mailed on Apr. 8, 2022, 19 pages.
Invitation to Pay Addition Fees received for PCT Patent Application No. PCT/US2018/014658, mailed on Apr. 11, 2018, 14 pages.
Invitation to Pay Additional Fee received for PCT Patent Application No. PCT/US17/32240, mailed on Jul. 12, 2017, 2 pages.
Invitation to Pay Additional Fee received for PCT Patent Application No. PCT/US2019/035092, mailed on Nov. 20, 2019, 6 pages.
Invitation to Pay Additional Fees and Partial International Search Report received for PCT Patent Application No. PCT/US2019/048816, mailed on Dec. 13, 2019, 14 pages.
Invitation to pay Additional fees received for PCT Patent Application No. PCT/US17/49760, mailed on Nov. 21, 2017, 2 pages.
Invitation to Pay Additional Fees received for PCT Patent Application No. PCT/US2014/054800, mailed on Oct. 31, 2014, 2 pages.
Invitation to Pay Additional Fees received for PCT Patent Application No. PCT/US2019/049239, mailed on Dec. 4, 2019, 10 pages.
Invitation to Pay Search Fees received for European Patent Application No. 19731554.2, mailed on Dec. 16, 2021, 3 pages.
Invitation to Pay Search Fees received for European Patent Application No. 19766438.6, mailed on Aug. 20, 2021, 3 pages.
IPhone 4S Tips 'N' Tricks: Access the Camera from the Lock Screen—Phones 4u, Youtube, available at <https://www.youtube.com/watch?v=C8eDN4Vu2mg>, Dec. 9, 2011, 2 pages.
Iphoneblog, “iOS 5.0.1 Security Flaw—Bypass the Passcode—Access Camera Roll”, YouTube, available at <https://www.youtube.com/watch?v=qd0Fwgaymb0>, Feb. 24, 2012, 2 pages.
Jianxin et al., “Fingerprint-based Authentication in Networking Environment”, Artificial Intelligence Institute of Zhejiang University, Hangzhou Zhejiang 310027, China, Dec. 28, 2001, 4 pages.
Kawai Yasuhiro, “Resolving anxieties regarding card payment abuse by authentication—overcoming cumbersomeness by cooperation with mobile phones”, Nikkei Internet Solutions No. 78, Japan, Nikkei BP, No. 78, Dec. 22, 2003, pp. 28-31.
Komachi Aneem, “Time Attendance—Face Recognition—Biometrics”, Available at <https://www.youtube.com/watch?v=asclTiiiSbc>, Feb. 9, 2010, 1 page.
Kurihara Ryo, “Torisetsu of OS X that we want to know”, Mac Fan, Japan, Mai Navi Co. Ltd., vol. 21, No. 6, Jun. 1, 2013, 8 pages.
Lu Haiyun, “Recommendations Based on Purchase Patterns”, International Journal of Machine Learning and Computing, vol. 4, No. 6, Online available at: http://www.ijmlc.org/papers/462-C015.pdf, Dec. 2014, pp. 501-504.
Managing Windows User Accounts on Your Home Computer, Available online at: https://www.informit.com/articles/article.aspx?p=478948&seqNum=8, Jun. 23, 2006, 2 pages.
Minutes of Oral Proceedings received for European Patent Application No. 18208881.5, mailed on Dec. 22, 2022, 4 pages.
Minutes of the Oral Proceedings received for European Application No. 12770400.5, mailed on Nov. 6, 2018, 7 pages.
Minutes of the Oral Proceedings received for European Patent Application No. 15727291.5, mailed on Jun. 29, 2020, 8 pages.
Minutes of the Oral Proceedings received for European Patent Application No. 15728352.4, mailed on May 27, 2020, 3 pages.
Minutes of the Oral Proceedings received for European Patent Application No. 16201159.7, mailed on Sep. 23, 2021, 6 pages.
Minutes of the Oral Proceedings received for European Patent Application No. 16201205.8, mailed on Jun. 29, 2020, 6 pages.
Minutes of the Oral Proceedings received for European Patent Application No. 19194828.0, mailed on Jun. 28, 2022, 6 pages.
Naver Blog, “How to Use Smart Wallet and Registered Card”, Online Available at <http://feena74.blog.me/140185758401>, Mar. 29, 2013, 20 pages.
Nhdanh-Protocol Corp, “How to Enroll Face Enbioaccess T9 Nitgen Korea—Ðăng Ký Khuôn Mt Enbioaccess T9 Nitgen”, Available online at <https://www.youtube.com/watch?v=mFn03PD4NIE>, Mar. 30, 2017, 1 page.
Non-Final Office Action received for U.S. Appl. No. 12/207,374, mailed on Apr. 15, 2011, 13 pages.
Non-Final Office Action received for U.S. Appl. No. 12/207,374, mailed on Jun. 7, 2013, 26 pages.
Non-Final Office Action received for U.S. Appl. No. 12/207,374, mailed on May 24, 2012, 20 pages.
Non-Final Office Action received for U.S. Appl. No. 14/311,214, mailed on Apr. 10, 2015, 12 pages.
Non-Final Office Action received for U.S. Appl. No. 14/503,072, mailed on Jan. 26, 2015, 12 pages.
Non-Final Office Action received for U.S. Appl. No. 14/503,296, mailed on Jan. 30, 2015, 16 pages.
Non-Final Office Action received for U.S. Appl. No. 15/899,966, mailed on May 4, 2018, 10 pages.
Non-Final Office Action received for U.S. Appl. No. 15/900,047, mailed on May 8, 2018, 7 pages.
Non-Final Office Action received for U.S. Appl. No. 14/503,364, mailed on Feb. 3, 2016, 16 pages.
Non-Final Office Action received for U.S. Appl. No. 12/074,985, mailed on Apr. 19, 2011, 24 pages.
Non-Final Office Action received for U.S. Appl. No. 12/074,985, mailed on Mar. 18, 2013, 19 pages.
Non-Final Office Action received for U.S. Appl. No. 12/207,370, mailed on Aug. 2, 2012, 16 pages.
Non-Final Office Action received for U.S. Appl. No. 12/207,370, mailed on May 6, 2011, 15 pages.
Non-Final Office Action received for U.S. Appl. No. 12/207,370, mailed on Oct. 17, 2013, 17 pages.
Non-Final Office Action received for U.S. Appl. No. 13/243,045, mailed on Jun. 12, 2019, 11 pages.
Non-Final Office Action received for U.S. Appl. No. 13/243,326, mailed on Feb. 14, 2013, 13 pages.
Non-Final Office Action received for U.S. Appl. No. 13/248,872, mailed on May 19, 2014, 6 pages.
Non-Final Office Action received for U.S. Appl. No. 13/248,882, mailed on Jul. 10, 2013, 14 pages.
Non-Final Office Action received for U.S. Appl. No. 14/090,344, mailed on Jan. 15, 2015, 13 pages.
Non-Final Office Action received for U.S. Appl. No. 14/142,669, mailed on Oct. 28, 2015, 14 pages.
Non-Final Office Action received for U.S. Appl. No. 14/142,669, mailed on Sep. 12, 2014, 11 pages.
Non-Final Office Action received for U.S. Appl. No. 14/285,378, mailed on Dec. 21, 2015, 18 pages.
Non-Final Office Action received for U.S. Appl. No. 14/285,378, mailed on Jan. 21, 2015, 19 pages.
Non-Final Office Action received for U.S. Appl. No. 14/311,214, mailed on Sep. 18, 2014, 10 pages.
Non-Final Office Action received for U.S. Appl. No. 14/479,088, mailed on Jul. 6, 2015, 10 pages.
Non-Final Office Action received for U.S. Appl. No. 14/479,088, mailed on Nov. 18, 2014, 8 pages.
Non-Final Office Action received for U.S. Appl. No. 14/480,183, mailed on Oct. 18, 2016, 12 pages.
Non-Final Office Action received for U.S. Appl. No. 14/503,072, mailed on Jun. 17, 2016, 19 pages.
Non-Final Office Action received for U.S. Appl. No. 14/503,296, mailed on Aug. 28, 2017, 14 pages.
Non-Final Office Action received for U.S. Appl. No. 14/503,296, mailed on Oct. 5, 2016., 11 pages.
Non-Final Office Action received for U.S. Appl. No. 14/503,296, mailed on Sep. 18, 2018, 20 pages.
Non-Final Office Action received for U.S. Appl. No. 14/503,381, mailed on May 13, 2015, 13 pages.
Non-Final Office Action received for U.S. Appl. No. 14/612,214, mailed on Jul. 29, 2015, 12 pages.
Non-Final Office Action received for U.S. Appl. No. 14/612,214, mailed on Nov. 20, 2019, 11 pages.
Non-Final Office Action received for U.S. Appl. No. 14/642,366, mailed on Aug. 24, 2015, 7 pages.
Non-Final Office Action received for U.S. Appl. No. 14/980,344, mailed on Mar. 14, 2018, 13 pages.
Non-Final Office Action received for U.S. Appl. No. 14/980,344, mailed on May 14, 2019, 11 pages.
Non-Final Office Action received for U.S. Appl. No. 15/134,638, mailed on Sep. 20, 2016, 6 pages.
Non-Final Office Action received for U.S. Appl. No. 15/137,944, mailed on Jul. 27, 2017, 13 pages.
Non-Final Office Action received for U.S. Appl. No. 15/137,944, mailed on Oct. 18, 2016, 10 pages.
Non-Final Office Action received for U.S. Appl. No. 15/269,801, mailed on Dec. 30, 2016, 17 pages.
Non-Final Office Action received for U.S. Appl. No. 15/294,439, mailed on Jan. 26, 2018, 18 pages.
Non-Final Office Action received for U.S. Appl. No. 15/470,752, mailed on Aug. 28, 2018, 12 pages.
Non-Final Office Action received for U.S. Appl. No. 15/470,752, mailed on Jul. 28, 2017, 11 pages.
Non-Final Office Action received for U.S. Appl. No. 15/714,887, mailed on May 27, 2020, 48 pages.
Non-Final Office Action received for U.S. Appl. No. 15/714,887, mailed on May 30, 2019, 47 pages.
Non-Final Office Action received for U.S. Appl. No. 15/845,794, mailed on Oct. 15, 2018, 8 pages.
Non-Final Office Action received for U.S. Appl. No. 15/866,341, mailed on Nov. 13, 2018, 11 pages.
Non-Final Office Action received for U.S. Appl. No. 15/872,685, mailed on Mar. 27, 2018, 9 pages.
Non-Final Office Action received for U.S. Appl. No. 15/894,221, mailed on Jul. 25, 2018, 21 pages.
Non-Final Office Action received for U.S. Appl. No. 15/903,456, mailed on Sep. 6, 2018, 20 pages.
Non-Final Office Action received for U.S. Appl. No. 15/992,722, mailed on Aug. 6, 2020, 7 pages.
Non-Final Office Action received for U.S. Appl. No. 16/035,419, mailed on Jan. 30, 2019, 24 pages.
Non-Final Office Action received for U.S. Appl. No. 16/125,267, mailed on Jul. 2, 2020, 20 pages.
Non-Final Office Action received for U.S. Appl. No. 16/125,267, mailed on Mar. 26, 2021, 20 pages.
Non-Final Office Action received for U.S. Appl. No. 16/125,267, mailed on Nov. 23, 2021, 21 pages.
Non-Final Office Action received for U.S. Appl. No. 16/147,023, mailed on Dec. 26, 2018, 17 pages.
Non-Final Office Action received for U.S. Appl. No. 16/147,115, mailed on Dec. 13, 2018, 12 pages.
Non-Final Office Action received for U.S. Appl. No. 16/164,561, mailed on Jan. 4, 2019, 14 pages.
Non-Final Office Action received for U.S. Appl. No. 16/369,355, mailed on Apr. 29, 2021, 16 pages.
Non-Final Office Action received for U.S. Appl. No. 16/369,473, mailed on Apr. 27, 2020, 12 pages.
Non-Final Office Action received for U.S. Appl. No. 16/369,473, mailed on Jun. 11, 2021, 19 pages.
Non-Final Office Action received for U.S. Appl. No. 16/434,865, mailed on Jan. 16, 2020, 9 pages.
Non-Final Office Action received for U.S. Appl. No. 16/542,084, mailed on Jan. 24, 2020, 21 pages.
Non-Final Office Action received for U.S. Appl. No. 16/553,622, mailed on May 29, 2020, 11 pages.
Non-Final Office Action received for U.S. Appl. No. 16/553,679, mailed on Jun. 11, 2020, 10 pages.
Non-Final Office Action received for U.S. Appl. No. 16/667,271, mailed on Dec. 13, 2019, 8 pages.
Non-Final Office Action received for U.S. Appl. No. 16/670,949, mailed on Dec. 9, 2020, 11 pages.
Non-Final Office Action received for U.S. Appl. No. 16/938,362, mailed on Sep. 14, 2022, 14 pages.
Non-Final Office Action received for U.S. Appl. No. 16/987,003, mailed on May 10, 2021, 20 pages.
Non-Final Office Action received for U.S. Appl. No. 16/990,974, mailed on Oct. 15, 2020, 6 pages.
Non-Final Office Action received for U.S. Appl. No. 17/062,941, mailed on Mar. 30, 2023, 6 pages.
Non-Final Office Action received for U.S. Appl. No. 17/087,855, mailed on Dec. 24, 2021, 21 pages.
Non-Final Office Action received for U.S. Appl. No. 17/087,855, mailed on Jul. 12, 2021, 17 pages.
Non-Final Office Action received for U.S. Appl. No. 17/087,855, mailed on Jul. 21, 2022, 23 pages.
Non-Final Office Action received for U.S. Appl. No. 17/193,991, mailed on Oct. 6, 2022, 7 pages.
Non-Final Office Action received for U.S. Appl. No. 17/409,570, mailed on Sep. 21, 2022, 35 pages.
Non-Final Office Action received for U.S. Appl. No. 17/516,495, mailed on Jul. 6, 2022, 10 pages.
Non-Final Office Action received for U.S. Appl. No. 17/725,311, mailed on May 10, 2023, 54 pages.
Non-Final Office Action received for U.S. Appl. No. 17/863,974, mailed on Apr. 13, 2023, 30 pages.
Non-Final Office Action received for U.S. Appl. No. 17/863,974, mailed on Oct. 24, 2022, 23 pages.
Non-Final Office Action received for U.S. Appl. No. 17/955,311, mailed on Mar. 15, 2023, 6 pages.
Non-Final Office Action received for U.S. Appl. No. 17/962,369, mailed on Jun. 9, 2023, 17 pages.
Non-Final Office Action received for U.S. Appl. No. 15/250,152, mailed on Apr. 6, 2018, 31 pages.
Non-Final Office Action received for U.S. Appl. No. 15/250,152, mailed on Mar. 2, 2017, 26 pages.
Non-Final Office Action received for U.S. Appl. No. 15/945,610, mailed on Sep. 20, 2018, 9 pages.
Non-Final Office Action received for U.S. Appl. No. 13/243,045, mailed on Mar. 17, 2015, 9 pages.
Notice of Acceptance received for Australian Patent Application No. 2008305338, mailed on Oct. 27, 2011, 1 page.
Notice of Acceptance received for Australian Patent Application No. 2014334869, mailed on Jan. 3, 2018, 3 pages.
Notice of Acceptance received for Australian Patent Application No. 2015266650, mailed on Jan. 18, 2018, 3 pages.
Notice of Acceptance received for Australian Patent Application No. 2015266693, mailed on Jan. 19, 2018, 3 pages.
Notice of Acceptance received for Australian Patent Application No. 2016201310, mailed on Feb. 21, 2018, 3 pages.
Notice of Acceptance received for Australian Patent Application No. 2016203896, mailed on Mar. 2, 2018, 3 pages.
Notice of Acceptance received for Australian Patent Application No. 2016203898 mailed on Feb. 21, 2018, 3 pages.
Notice of Acceptance received for Australian Patent Application No. 2017201064, mailed on Feb. 20, 2018, 3 pages.
Notice of Acceptance received for Australian Patent Application No. 2017266867, mailed on Mar. 6, 2019, 3 pages.
Notice of Acceptance received for Australian Patent Application No. 2017330208, mailed on Nov. 28, 2019, 3 pages.
Notice of Acceptance received for Australian Patent Application No. 2018202559, mailed on Oct. 21, 2019, 3 pages.
Notice of Acceptance received for Australian Patent Application No. 2018270420, mailed on Jul. 21, 2021, 3 pages.
Notice of Acceptance received for Australian Patent Application No. 2018279788, mailed on Nov. 6, 2019, 3 pages.
Notice of Acceptance received for Australian Patent Application No. 2018312629, mailed on Nov. 7, 2019, 4 pages.
Notice of Acceptance received for Australian Patent Application No. 2019200360, mailed on Mar. 15, 2019, 3 pages.
Notice of Acceptance received for Australian Patent Application No. 2019201101, mailed on May 6, 2019, 3 pages.
Notice of Acceptance received for Australian Patent Application No. 2019203473, mailed on Nov. 7, 2019, 3 pages.
Notice of Acceptance received for Australian Patent Application No. 2019204387, mailed on Dec. 4, 2020, 3 pages.
Notice of Acceptance received for Australian Patent Application No. 2019268070, mailed on Feb. 27, 2023, 3 pages.
Notice of Acceptance received for Australian Patent Application No. 2019346842, mailed on Jan. 21, 2021, 3 pages.
Notice of Acceptance received for Australian Patent Application No. 2019350584, mailed on Mar. 17, 2021, 3 pages.
Notice of Acceptance received for Australian Patent Application No. 2020200685, mailed on Oct. 29, 2020, 3 pages.
Notice of Acceptance received for Australian Patent Application No. 2020200795, mailed on Feb. 28, 2020, 3 pages.
Notice of Acceptance received for Australian Patent Application No. 2020201306, mailed on Mar. 12, 2020, 3 pages.
Notice of Acceptance received for Australian Patent Application No. 2020201721, mailed on Jul. 6, 2021, 3 pages.
Notice of Acceptance received for Australian Patent Application No. 2020204256, mailed on Oct. 9, 2021, 3 pages.
Notice of Acceptance received for Australian Patent Application No. 2020239783, mailed on Mar. 2, 2021, 3 pages.
Notice of Acceptance received for Australian Patent Application No. 2020289822, mailed on Dec. 22, 2021, 3 pages.
Notice of Acceptance received for Australian Patent Application No. 2021200415, mailed on May 9, 2022, 3 pages.
Notice of Acceptance received for Australian Patent Application No. 2021202352, mailed on Jun. 6, 2022, 3 pages.
Notice of Acceptance received for Australian Patent Application No. 2021204526, mailed on Sep. 13, 2022, 3 pages.
Notice of Acceptance received for Australian Patent Application No. 2021204526, mailed on Sep. 20, 2022, 3 pages.
Notice of Acceptance received for Australian Patent Application No. 2021250944, mailed on Nov. 14, 2022, 3 pages.
Notice of Acceptance received for Australian Patent Application No. 2021254574, mailed on Dec. 14, 2022, 3 pages.
Notice of Acceptance received for Australian Patent Application No. 2022200617, mailed on May 12, 2022, 3 pages.
Notice of Acceptance received for Australian Patent Application No. 2022256155, mailed on May 16, 2023, 3 pages.
Notice of Allowance received for Australian Patent Application No. 2015202397, mailed on Feb. 15, 2017, 3 pages.
Notice of Allowance received for Chinese Patent Application No. 200880108306.1, mailed on Oct. 28, 2014, 2 pages.
Notice of Allowance received for Chinese Patent Application No. 201280047459.6, mailed on Jan. 31, 2018, 2 pages.
Notice of Allowance received for Chinese Patent Application No. 201410407626.4, mailed on Aug. 27, 2020, 2 pages.
Notice of Allowance received for Chinese Patent Application No. 201480058054.1, mailed on Jul. 8, 2019, 2 pages.
Notice of Allowance received for Chinese Patent Application No. 201510284896.5, mailed on Jun. 6, 2022, 2 pages.
Notice of Allowance received for Chinese Patent Application No. 201520357381.9, mailed on Jul. 29, 2015, 4 pages.
Notice of Allowance received for Chinese Patent Application No. 201520358683.8, issued on Mar. 10, 2016, 5 pages.
Notice of Allowance received for Chinese Patent Application No. 201620480708.6, mailed on Apr. 20, 2017, 3 pages.
Notice of Allowance received for Chinese Patent Application No. 201620480846.4, mailed on Apr. 20, 2017, 3 pages.
Notice of Allowance received for Chinese Patent Application No. 201710093861.2, mailed on Sep. 24, 2019, 4 pages.
Notice of Allowance received for Chinese Patent Application No. 201710094150.7, mailed on Feb. 23, 2022, 4 pages.
Notice of Allowance received for Chinese Patent Application No. 201710198190.6, mailed on Sep. 23, 2022, 7 pages.
Notice of Allowance received for Chinese Patent Application No. 201780002398.4, mailed on Jun. 17, 2019, 2 pages.
Notice of Allowance received for Chinese Patent Application No. 201810338038.8, mailed on Jun. 30, 2020, 2 pages.
Notice of Allowance received for Chinese Patent Application No. 201810338040.5, mailed on Mar. 30, 2022, 6 pages.
Notice of Allowance received for Chinese Patent Application No. 201810339290.0, mailed on Mar. 9, 2022, 2 pages.
Notice of Allowance received for Chinese Patent Application No. 201810954931.3, mailed on Jun. 23, 2021, 4 pages.
Notice of Allowance received for Chinese Patent Application No. 201810955077.2, mailed on Jul. 14, 2021, 2 pages.
Notice of Allowance received for Chinese Patent Application No. 201811460172.1, mailed on Jan. 11, 2021, 2 pages.
Notice of Allowance received for Chinese Patent Application No. 201910246400.3, mailed on Jan. 28, 2023, 5 pages.
Notice of Allowance received for Chinese Patent Application No. 201910278273.5, mailed on Nov. 19, 2020, 2 pages.
Notice of Allowance received for Chinese Patent Application No. 201910744886.3, mailed on Jun. 3, 2021, 2 pages.
Notice of Allowance received for Chinese Patent Application No. 201910899698.8, mailed on Oct. 23, 2020, 4 pages.
Notice of Allowance received for Chinese Patent Application No. 201980041865.3, mailed on Aug. 16, 2022, 6 pages.
Notice of Allowance received for Chinese Patent Application No. 202110296926.X, mailed on Mar. 11, 2022, 4 pages.
Notice of Allowance received for Japanese Patent Application No. 2013-098406, mailed on Jan. 23, 2017, 18 pages.
Notice of Allowance received for Japanese Patent Application No. 2015-083696, mailed on Jan. 6, 2017, 3 pages.
Notice of Allowance received for Japanese Patent Application No. 2016-131998, mailed on Nov. 30, 2018, 4 pages.
Notice of Allowance received for Japanese Patent Application No. 2016-224506, mailed on Jan. 24, 2020, 4 pages.
Notice of Allowance received for Japanese Patent Application No. 2016-224507, mailed on Mar. 26, 2019, 3 pages.
Notice of Allowance received for Japanese Patent Application No. 2016-224508, mailed on Jun. 20, 2017, 3 pages.
Notice of Allowance received for Japanese Patent Application No. 2016-540927, mailed on May 14, 2018., 4 pages.
Notice of Allowance received for Japanese Patent Application No. 2016-558332, mailed on Jan. 11, 2019, 4 pages.
Notice of Allowance received for Japanese Patent Application No. 2016-569665, mailed on Feb. 22, 2019, 4 pages.
Notice of Allowance received for Japanese Patent Application No. 2017-013383, mailed on Mar. 31, 2017, 3 pages.
Notice of Allowance received for Japanese Patent Application No. 2017-085582, mailed on Nov. 30, 2018, 4 pages.
Notice of Allowance received for Japanese Patent Application No. 2018-113081, mailed on Nov. 8, 2021, 15 pages.
Notice of Allowance received for Japanese Patent Application No. 2018-241505, mailed on Oct. 4, 2019, 4 pages.
Notice of Allowance received for Japanese Patent Application No. 2018-551159, mailed on Jun. 15, 2020, 5 pages.
Notice of Allowance received for Japanese Patent Application No. 2018-560107, mailed on Dec. 6, 2019, 4 pages.
Notice of Allowance received for Japanese Patent Application No. 2019-053379, mailed on Nov. 16, 2020, 5 pages.
Notice of Allowance received for Japanese Patent Application No. 2019-107235, mailed on May 15, 2020, 5 pages.
Notice of Allowance received for Japanese Patent Application No. 2019-194603, mailed on Apr. 19, 2021, 4 pages.
Notice of Allowance received for Japanese Patent Application No. 2019-238894, mailed on Oct. 5, 2020, 4 pages.
Notice of Allowance received for Japanese Patent Application No. 2019-510416, mailed on Oct. 12, 2020, 5 pages.
Notice of Allowance received for Japanese Patent Application No. 2019-511975, mailed on Dec. 14, 2020, 4 pages.
Notice of Allowance received for Japanese Patent Application No. 2020-028315, mailed on May 27, 2022, 3 pages.
Notice of Allowance received for Japanese Patent Application No. 2020-103213, mailed on Oct. 25, 2021, 5 pages.
Notice of Allowance received for Japanese Patent Application No. 2020-126751, mailed on Aug. 16, 2021, 5 pages.
Notice of allowance received for Japanese Patent Application No. 2020-159979, mailed on Nov. 8, 2021, 5 pages.
Notice of Allowance received for Japanese Patent Application No. 2020-569806, mailed on Jul. 12, 2021, 4 pages.
Notice of Allowance received for Japanese Patent Application No. 2021-001028, mailed on Sep. 9, 2022, 4 pages.
Notice of Allowance received for Japanese Patent Application No. 2021-015128, mailed on Sep. 3, 2021, 4 pages.
Notice of Allowance received for Japanese Patent Application No. 2021-035572, mailed on Jun. 3, 2022, 4 pages.
Notice of Allowance received for Japanese Patent Application No. 2021-084065, mailed on May 15, 2023, 4 pages.
Notice of Allowance received for Japanese Patent Application No. 2021-131310, mailed on Dec. 9, 2022, 4 pages.
Notice of Allowance received for Japanese Patent Application No. 2021-146333, mailed on Nov. 7, 2022, 4 pages.
Notice of Allowance received for Japanese Patent Application No. 2021-163037, mailed on Dec. 6, 2021, 4 pages.
Notice of Allowance received for Japanese Patent Application No. 2021-208395, mailed on Mar. 25, 2022, 4 pages.
Notice of Allowance received for Japanese Patent Application No. 2021-510322, mailed on Aug. 10, 2021, 4 pages.
Notice of Allowance received for Japanese Patent Application No. 2022-070240, mailed on Aug. 5, 2022, 4 pages.
Notice of Allowance received for Korean Patent Application No. 10-2010-7008899, mailed on Feb. 12, 2016, 3 pages.
Notice of Allowance received for Korean Patent Application No. 10-2014-7004771, mailed on Oct. 29, 2015, 3 pages.
Notice of Allowance received for Korean Patent Application No. 10-2014-7004772, mailed on Feb. 12, 2016, 4 pages.
Notice of Allowance received for Korean Patent Application No. 10-2014-7004773, mailed on Jan. 7, 2016, 3 pages.
Notice of Allowance received for Korean Patent Application No. 10-2014-7025441, issued on Feb. 26, 2016, 3 pages.
Notice of Allowance received for Korean Patent Application No. 10-2015-7004548, issued on Feb. 26, 2016, 3 pages.
Notice of Allowance received for Korean Patent Application No. 10-2016-7009347, mailed on May 10, 2018, 4 pages.
Notice of Allowance received for Korean Patent Application No. 10-2016-7009632, mailed on Aug. 17, 2018, 4 pages.
Notice of Allowance received for Korean Patent Application No. 10-2016-7035555, mailed on Sep. 23, 2019, 3 pages.
Notice of Allowance received for Korean Patent Application No. 10-2017-0022365, mailed on Mar. 27, 2018, 4 pages.
Notice of Allowance received for Korean Patent Application No. 10-2017-0022546, mailed on Feb. 27, 2018, 4 pages.
Notice of Allowance received for Korean Patent Application No. 10-2017-0022582, mailed on Feb. 27, 2020, 5 pages.
Notice of Allowance received for Korean Patent Application No. 10-2017-7012145, mailed on Oct. 30, 2019, 3 pages.
Notice of Allowance received for Korean Patent Application No. 10-2017-7015582, mailed on Dec. 27, 2018, 5 pages.
Notice of Allowance received for Korean Patent Application No. 10-2018-7022895, mailed on Feb. 22, 2019, 4 pages.
Notice of Allowance received for Korean Patent Application No. 10-2018-7028845, mailed on Apr. 16, 2020, 5 pages.
Notice of Allowance received for Korean Patent Application No. 10-2018-7032467, mailed on Jan. 28, 2019, 4 pages.
Notice of Allowance received for Korean Patent Application No. 10-2018-7033301, mailed on Feb. 20, 2019, 5 pages.
Notice of Allowance received for Korean Patent Application No. 10-2019-7003374, mailed on Oct. 4, 2019, 10 pages.
Notice of Allowance received for Korean Patent Application No. 10-2019-7003836, mailed on Oct. 4, 2019, 6 pages.
Notice of Allowance received for Korean Patent Application No. 10-2019-7004734, mailed on Oct. 24, 2019, 7 pages.
Notice of Allowance received for Korean Patent Application No. 10-2019-7005136, mailed on Feb. 19, 2021, 5 pages.
Notice of Allowance received for Korean Patent Application No. 10-2019-7005925, mailed on Jan. 21, 2020, 7 pages.
Notice of Allowance received for Korean Patent Application No. 10-2019-7014494, mailed on Mar. 19, 2020, 4 pages.
Notice of Allowance received for Korean Patent Application No. 10-2019-7014988, mailed on Jan. 19, 2020, 4 pages.
Notice of Allowance received for Korean Patent Application No. 10-2019-7038021, mailed on May 2, 2020, 7 pages.
Notice of Allowance received for Korean Patent Application No. 10-2020-0048600, mailed on Apr. 30, 2020, 5 pages.
Notice of Allowance received for Korean Patent Application No. 10-2020-0097418, mailed on Apr. 27, 2021, 5 pages.
Notice of Allowance received for Korean Patent Application No. 10-2020-7002929, mailed on Nov. 26, 2020, 3 pages.
Notice of Allowance received for Korean Patent Application No. 10-2020-7011172, mailed on Aug. 25, 2020, 9 pages.
Notice of Allowance received for Korean Patent Application No. 10-2020-7011424, mailed on Jan. 21, 2021, 4 pages.
Notice of Allowance received for Korean Patent Application No. 10-2020-7017803, mailed on Nov. 5, 2020, 6 pages.
Notice of Allowance received for Korean Patent Application No. 10-2020-7022596, mailed on Jan. 27, 2022, 7 pages.
Notice of Allowance received for Korean Patent Application No. 10-2020-7027862, mailed on Jun. 29, 2021, 7 pages.
Notice of Allowance received for Korean Patent Application No. 10-2020-7034180, mailed on Feb. 22, 2022, 8 pages.
Notice of Allowance received for Korean Patent Application No. 10-2020-7036748, mailed on Jan. 25, 2021, 3 pages.
Notice of Allowance received for Korean Patent Application No. 10-2021-0099243, mailed on Oct. 30, 2021, 4 pages.
Notice of Allowance received for Korean Patent Application No. 10-2021-7005691, mailed on Mar. 29, 2021, 3 pages.
Notice of Allowance received for Korean Patent Application No. 10-2021-7006125, mailed on Oct. 13, 2021, 3 pages.
Notice of Allowance received for Korean Patent Application No. 10-2021-7011888, mailed on Jan. 27, 2022, 5 pages.
Notice of Allowance received for Korean Patent Application No. 10-2021-7015473, mailed on Feb. 24, 2022, 5 pages.
Notice of Allowance received for Korean Patent Application No. 10-2021-7020549, mailed on Jul. 13, 2021, 3 pages.
Notice of Allowance received for Korean Patent Application No. 10-2021-7024020, mailed on Jan. 14, 2022, 4 pages.
Notice of Allowance received for Korean Patent Application No. 10-2021-7032984, mailed on Jun. 29, 2022, 5 pages.
Notice of Allowance received for Korean Patent Application No. 10-2021-7042103, mailed on Mar. 23, 2022, 4 pages.
Notice of Allowance received for Korean Patent Application No. 10-2022-0010942, mailed on Aug. 10, 2022, 6 pages.
Notice of Allowance received for Korean Patent Application No. 10-2022-7012864, mailed on Dec. 15, 2022, 7 pages.
Notice of Allowance received for Korean Patent Application No. 10-2022-7012869, mailed on Apr. 18, 2023, 7 pages.
Notice of Allowance received for Korean Patent Application No. 10-2022-7021764, mailed on Feb. 23, 2023, 7 pages.
Notice of Allowance received for Korean Patent Application No. 10-2014-7008348, mailed on Feb. 21, 2019, 5 pages.
Notice of Allowance received for Korean Patent Application No. 10-2020-7034405, mailed on Jun. 20, 2022, 6 pages.
Notice of Allowance received for Taiwan Patent Application No. 097134592, mailed on Aug. 12, 2014, 3 pages.
Notice of Allowance received for Taiwan Patent Application No. 101107082, mailed on Oct. 22, 2014, 2 pages.
Notice of Allowance received for Taiwanese Patent Application No. 103131074, mailed on Nov. 17, 2015, 3 pages.
Notice of Allowance received for Taiwanese Patent Application No. 103136545, mailed on Nov. 27, 2017, 4 pages.
Notice of Allowance received for Taiwanese Patent Application No. 104117508, mailed on Sep. 18, 2019, 5 pages.
Notice of Allowance received for Taiwanese Patent Application No. 104140890, mailed on Oct. 25, 2017, 5 pages.
Notice of Allowance received for Taiwanese Patent Application No. 106141250, mailed on May 24, 2018, 7 pages.
Notice of Allowance received for Taiwanese Patent Application No. 107121719, mailed on Sep. 27, 2018, 7 pages.
Notice of Allowance received for Taiwanese Patent Application No. 107138003, mailed on Aug. 30, 2019, 4 pages.
Notice of Allowance received for the U.S. Appl. No. 14/503,381, mailed on Dec. 16, 2015, 8 pages.
Notice of Allowance received for U.S. Appl. No. 14/142,661, mailed on Aug. 3, 2015, 10 pages.
Notice of Allowance received for U.S. Appl. No. 14/479,088, mailed on Nov. 12, 2015, 7 pages.
Notice of Allowance received for U.S. Appl. No. 12/074,985, mailed on Jul. 30, 2013, 8 pages.
Notice of Allowance received for U.S. Appl. No. 12/207,370, mailed on Jun. 7, 2013, 9 pages.
Notice of Allowance received for U.S. Appl. No. 12/207,370, mailed on Mar. 6, 2014, 5 pages.
Notice of Allowance received for U.S. Appl. No. 12/207,374, mailed on Aug. 29, 2014, 8 pages.
Notice of Allowance received for U.S. Appl. No. 12/207,374, mailed on Dec. 4, 2014, 8 pages.
Notice of Allowance received for U.S. Appl. No. 13/243,045, mailed on Aug. 4, 2021, 8 pages.
Notice of Allowance received for U.S. Appl. No. 13/243,326, mailed on Sep. 23, 2013, 11 pages.
Notice of Allowance received for U.S. Appl. No. 13/248,872, mailed on Dec. 4, 2014, 7 pages.
Notice of Allowance received for U.S. Appl. No. 13/248,882, mailed on Mar. 13, 2014, 16 pages.
Notice of Allowance received for U.S. Appl. No. 14/090,344, mailed on Aug. 26, 2015, 7 pages.
Notice of Allowance received for U.S. Appl. No. 14/142,657, mailed on Jan. 8, 2015, 5 pages.
Notice of Allowance received for U.S. Appl. No. 14/142,657, mailed on Jul. 23, 2015, 2 pages.
Notice of Allowance received for U.S. Appl. No. 14/142,657, mailed on Jun. 29, 2015, 7 pages.
Notice of Allowance received for U.S. Appl. No. 14/142,657, mailed on Sep. 10, 2014, 9 pages.
Notice of Allowance received for U.S. Appl. No. 14/142,661, mailed on Sep. 28, 2015, 9 pages.
Notice of Allowance received for U.S. Appl. No. 14/142,669, mailed on Aug. 25, 2016, 2 pages.
Notice of Allowance received for U.S. Appl. No. 14/142,669, mailed on Jun. 14, 2016, 5 pages.
Notice of Allowance received for U.S. Appl. No. 14/142,669, mailed on Sep. 21, 2016, 2 pages.
Notice of Allowance received for U.S. Appl. No. 14/142,674, mailed on Feb. 18, 2015, 7 pages.
Notice of Allowance received for U.S. Appl. No. 14/142,674, mailed on Jan. 23, 2015, 7 pages.
Notice of Allowance received for U.S. Appl. No. 14/142,674, mailed on Sep. 26, 2014, 18 pages.
Notice of Allowance received for U.S. Appl. No. 14/255,765, mailed on Jun. 12, 2014, 10 pages.
Notice of Allowance received for U.S. Appl. No. 14/285,378, mailed May 19, 2016, 10 pages.
Notice of Allowance received for U.S. Appl. No. 14/479,088, mailed on Mar. 9, 2016, 2 pages.
Notice of Allowance received for U.S. Appl. No. 14/480,183, mailed on Nov. 29, 2017, 7 pages.
Notice of Allowance received for U.S. Appl. No. 14/503,072, mailed on Jun. 4, 2018, 6 pages.
Notice of Allowance received for U.S. Appl. No. 14/503,072, mailed on Mar. 26, 2018, 6 pages.
Notice of Allowance received for U.S. Appl. No. 14/503,296, mailed on Aug. 28, 2019, 12 pages.
Notice of Allowance received for U.S. Appl. No. 14/503,364, mailed on Jun. 16, 2016, 11 pages.
Notice of Allowance received for U.S. Appl. No. 14/612,214, mailed on Apr. 15, 2020, 8 pages.
Notice of Allowance received for U.S. Appl. No. 14/642,366, mailed on Jan. 14, 2016, 8 pages.
Notice of Allowance received for U.S. Appl. No. 14/661,796, mailed on Jul. 7, 2015, 10 pages.
Notice of Allowance received for U.S. Appl. No. 14/661,796, mailed on Jul. 23, 2015, 2 pages.
Notice of Allowance received for U.S. Appl. No. 14/980,344, mailed on Mar. 23, 2020, 9 pages.
Notice of allowance received for U.S. Appl. No. 15/017,436, mailed on May 27, 2016, 17 pages.
Notice of Allowance received for U.S. Appl. No. 15/134,638, mailed on Apr. 10, 2018, 7 pages.
Notice of Allowance received for U.S. Appl. No. 15/134,638, mailed on Jul. 27, 2018, 7 pages.
Notice of Allowance received for U.S. Appl. No. 15/137,944, mailed on Dec. 21, 2017, 8 pages.
Notice of Allowance received for U.S. Appl. No. 15/250,152, mailed on May 1, 2019, 12 pages.
Notice of Allowance received for U.S. Appl. No. 15/269,801, mailed on May 3, 2017, 6 pages.
Notice of Allowance received for U.S. Appl. No. 15/269,801, mailed on Sep. 7, 2017, 5 pages.
Notice of Allowance received for U.S. Appl. No. 15/294,439, mailed on Jan. 8, 2019, 8 pages.
Notice of Allowance received for U.S. Appl. No. 15/294,439, mailed on Sep. 10, 2018, 9 pages.
Notice of Allowance received for U.S. Appl. No. 15/357,873, mailed on Aug. 23, 2017, 10 pages.
Notice of Allowance received for U.S. Appl. No. 15/357,873, mailed on Jan. 8, 2018, 9 pages.
Notice of Allowance received for U.S. Appl. No. 15/470,752, mailed on Feb. 7, 2019, 11 pages.
Notice of Allowance received for U.S. Appl. No. 15/845,794, mailed on Feb. 14, 2019, 6 pages.
Notice of Allowance received for U.S. Appl. No. 15/866,341, mailed on Jul. 26, 2019, 8 pages.
Notice of Allowance received for U.S. Appl. No. 15/872,685, mailed on Mar. 8, 2019, 10 pages.
Notice of Allowance received for U.S. Appl. No. 15/894,221, mailed on Apr. 11, 2019, 5 pages.
Notice of Allowance received for U.S. Appl. No. 15/894,221, mailed on Aug. 13, 2019, 2 pages.
Notice of Allowance received for U.S. Appl. No. 15/894,221, mailed on Feb. 1, 2019, 5 pages.
Notice of Allowance received for U.S. Appl. No. 15/894,221, mailed on Mar. 4, 2019, 2 pages.
Notice of Allowance received for U.S. Appl. No. 15/899,966, mailed on Mar. 21, 2019, 7 pages.
Notice of Allowance received for U.S. Appl. No. 15/899,996, mailed on Apr. 24, 2018, 9 pages.
Notice of Allowance received for U.S. Appl. No. 15/900,047, mailed on Dec. 5, 2018, 10 pages.
Notice of Allowance received for U.S. Appl. No. 15/903,456, mailed on May 1, 2019, 6 pages.
Notice of Allowance received for U.S. Appl. No. 15/945,610, mailed on May 20, 2019, 7 pages.
Notice of Allowance received for U.S. Appl. No. 15/992,722, mailed on Oct. 19, 2020, 5 pages.
Notice of Allowance received for U.S. Appl. No. 16/035,419, mailed on May 24, 2019, 14 pages.
Notice of Allowance received for U.S. Appl. No. 16/125,267, mailed on Mar. 3, 2022, 10 pages.
Notice of Allowance received for U.S. Appl. No. 16/131,767, mailed on Sep. 6, 2019, 7 pages.
Notice of Allowance received for U.S. Appl. No. 16/147,023, mailed on Apr. 3, 2020, 2 pages.
Notice of Allowance received for U.S. Appl. No. 16/147,023, mailed on Aug. 13, 2020, 2 pages.
Notice of Allowance received for U.S. Appl. No. 16/147,023, mailed on Feb. 27, 2020, 2 pages.
Notice of Allowance received for U.S. Appl. No. 16/147,023, mailed on Jan. 31, 2020, 7 pages.
Notice of Allowance received for U.S. Appl. No. 16/147,023, mailed on Jul. 2, 2020, 2 pages.
Notice of Allowance received for U.S. Appl. No. 16/147,023, mailed on Jul. 21, 2020, 2 pages.
Notice of Allowance received for U.S. Appl. No. 16/147,023, mailed on Jun. 1, 2020, 2 pages.
Notice of Allowance received for U.S. Appl. No. 16/147,023, mailed on Jun. 18, 2020, 2 pages.
Notice of Allowance received for U.S. Appl. No. 16/147,023, mailed on Mar. 27, 2020, 2 pages.
Notice of Allowance received for U.S. Appl. No. 16/147,023, mailed on May 5, 2020, 2 pages.
Notice of Allowance received for U.S. Appl. No. 16/147,023, mailed on May 20, 2020, 7 pages.
Notice of Allowance received for U.S. Appl. No. 16/147,115, mailed on Oct. 30, 2019, 10 pages.
Notice of Allowance received for U.S. Appl. No. 16/164,561, mailed on Apr. 8, 2020, 5 pages.
Notice of Allowance received for U.S. Appl. No. 16/369,355, mailed on Sep. 1, 2021, 10 pages.
Notice of Allowance received for U.S. Appl. No. 16/369,473, mailed on Jun. 8, 2022, 7 pages.
Notice of Allowance received for U.S. Appl. No. 16/386,707, mailed on Dec. 31, 2020, 18 pages.
Notice of Allowance received for U.S. Appl. No. 16/434,865, mailed on Apr. 7, 2020, 5 pages.
Notice of Allowance received for U.S. Appl. No. 16/456,839, mailed on Apr. 15, 2021, 8 pages.
Notice of Allowance received for U.S. Appl. No. 16/456,839, mailed on Dec. 11, 2020, 10 pages.
Notice of Allowance received for U.S. Appl. No. 16/542,084, mailed on May 20, 2020, 7 pages.
Notice of Allowance received for U.S. Appl. No. 16/553,622, mailed on Sep. 11, 2020, 8 pages.
Notice of Allowance received for U.S. Appl. No. 16/553,679, mailed on Dec. 9, 2020, 7 pages.
Notice of Allowance received for U.S. Appl. No. 16/667,271, mailed on May 12, 2020, 11 pages.
Notice of Allowance received for U.S. Appl. No. 16/670,949, mailed on May 27, 2021, 7 pages.
Notice of Allowance received for U.S. Appl. No. 16/670,949, mailed on Sep. 14, 2021, 7 pages.
Notice of Allowance received for U.S. Appl. No. 16/843,638, mailed on Feb. 4, 2022, 7 pages.
Notice of Allowance received for U.S. Appl. No. 16/843,638, mailed on Oct. 29, 2021, 28 pages.
Notice of Allowance received for U.S. Appl. No. 16/938,362, mailed on Apr. 10, 2023, 7 pages.
Notice of Allowance received for U.S. Appl. No. 16/938,362, mailed on Jan. 19, 2023, 8 pages.
Notice of Allowance received for U.S. Appl. No. 16/987,003, mailed on Aug. 18, 2021, 9 pages.
Notice of Allowance received for U.S. Appl. No. 16/990,974, mailed on Apr. 28, 2021, 5 pages.
Notice of Allowance received for U.S. Appl. No. 16/990,974, mailed on Jan. 22, 2021, 7 pages.
Notice of Allowance received for U.S. Appl. No. 17/015,429, mailed on Apr. 4, 2022, 2 pages.
Notice of Allowance received for U.S. Appl. No. 17/015,429, mailed on Apr. 15, 2022, 2 pages.
Notice of Allowance received for U.S. Appl. No. 17/015,429, mailed on Dec. 13, 2021, 2 pages.
Notice of Allowance received for U.S. Appl. No. 17/015,429, mailed on Dec. 24, 2021, 2 pages.
Notice of Allowance received for U.S. Appl. No. 17/015,429, mailed on Feb. 16, 2022, 5 pages.
Notice of Allowance received for U.S. Appl. No. 17/015,429, mailed on Jun. 1, 2022, 5 pages.
Notice of Allowance received for U.S. Appl. No. 17/015,429, mailed on Jun. 17, 2021, 10 pages.
Notice of Allowance received for U.S. Appl. No. 17/015,429, mailed on Mar. 4, 2022, 2 pages.
Notice of Allowance received for U.S. Appl. No. 17/015,429, mailed on May 10, 2022, 2 pages.
Notice of Allowance received for U.S. Appl. No. 17/015,429, mailed on Nov. 24, 2021, 2 pages.
Notice of Allowance received for U.S. Appl. No. 17/015,429, mailed on Oct. 8, 2021, 5 pages.
Notice of Allowance received for U.S. Appl. No. 17/015,429, mailed on Oct. 22, 2021, 2 pages.
Notice of Allowance received for U.S. Appl. No. 17/015,429, mailed on Sep. 22, 2021, 6 pages.
Notice of Allowance received for U.S. Appl. No. 17/087,855, mailed on Nov. 25, 2022, 8 pages.
Notice of Allowance received for U.S. Appl. No. 17/193,991, mailed on Mar. 29, 2023, 9 pages.
Notice of Allowance received for U.S. Appl. No. 17/208,957, mailed on Aug. 17, 2022, 11 pages.
Notice of Allowance received for U.S. Appl. No. 17/208,957, mailed on Jun. 15, 2022, 12 pages.
Notice of Allowance received for U.S. Appl. No. 17/227,910, mailed on Apr. 15, 2022, 7 pages.
Notice of Allowance received for U.S. Appl. No. 17/409,570, mailed on Apr. 11, 2023, 7 pages.
Notice of Allowance received for U.S. Appl. No. 17/409,570, mailed on Jan. 25, 2023, 7 pages.
Notice of Allowance received for U.S. Appl. No. 17/409,570, mailed on Jul. 20, 2023, 7 pages.
Notice of Allowance received for U.S. Appl. No. 17/519,025, mailed on Jun. 22, 2023, 7 pages.
Notice of Allowance received for U.S. Appl. No. 17/519,025, mailed on Mar. 2, 2023, 8 pages.
Notice of Allowance received for U.S. Appl. No. 17/890,979, mailed on Dec. 14, 2022, 6 pages.
Notice of Allowance received for U.S. Appl. No. 17/890,979, mailed on Feb. 16, 2023, 2 pages.
Notice of Allowance received for U.S. Appl. No. 17/955,311, mailed on May 22, 2023, 7 pages.
Notice of Allowance received for U.S. Appl. No. 14/311,214, mailed on Jan. 21, 2016, 7 pages.
Notice of Allowance received for U.S. Appl. No. 14/142,661, mailed on Dec. 3, 2015, 2 pages.
Notice of Allowance received for U.S. Appl. No. 14/479,088, mailed on Dec. 23, 2015, 5 pages.
Notice of Allowance received for U.S. Appl. No. 14/479,088, mailed on Jan. 11, 2016, 2 pages.
Notice of Allowance received for U.S. Appl. No. 14/873,023, mailed on Dec. 23, 2015, 10 pages.
Notice of Allowance received for U.S. Appl. No. 14/873,023, mailed on Jan. 14, 2016, 2 pages.
Notice of Hearing received for Indian Patent Application No. 201617039493, mailed on Aug. 10, 2022, 3 pages.
Notice of Preliminary Rejection received for Korean Patent Application No. 10-2014-7025441, mailed on Jun. 12, 2015, 9 pages.
Notice of Preliminary Rejection received for Korean Patent Application No. 10-2015-7004548, mailed on Jun. 12, 2015, 8 pages.
Notice of Preliminary Rejection received from Korean Patent Application No. 10-2015-7010262, mailed on Jun. 12, 2015, 5 pages.
Office Action received for European Patent Application No. 15168475.0, mailed on Oct. 5, 2018, 4 pages.
Office Action received for European Patent Application No. 15728352.4, mailed on Jan. 25, 2018, 10 pages.
Office Action received for Japanese Patent Application No. 2016-224507, mailed on Dec. 1, 2017, 14 pages.
Office Action received for Australian Patent Application No. 2008305338, mailed on Mar. 21, 2011, 3 pages.
Office Action received for Australian Patent Application No. 2008305338, mailed on Oct. 19, 2010, 3 pages.
Office Action received for Australian Patent Application No. 2012200716, issued on Jul. 16, 2014, 4 pages.
Office Action received for Australian Patent Application No. 2012200716, mailed on Nov. 15, 2013, 3 pages.
Office Action received for Australian Patent Application No. 2014204462, issued on May 8, 2015, 4 pages.
Office Action received for Australian Patent Application No. 2014204462, mailed on Apr. 29, 2016, 3 pages.
Office Action received for Australian Patent Application No. 2014334869, mailed on Jan. 11, 2017, 4 pages.
Office Action received for Australian Patent Application No. 2015100708, issued on Sep. 8, 2015, 4 pages.
Office Action received for Australian Patent Application No. 2015100709, issued on Sep. 9, 2015 (Examination Report 1), 4 pages.
Office Action received for Australian Patent Application No. 2015100709, issued on Sep. 9, 2015 (Examination Report 2), 4 pages.
Office Action received for Australian Patent Application No. 2015266650, mailed on Apr. 10, 2017, 4 pages.
Office Action received for Australian Patent Application No. 2015266693, mailed on Apr. 10, 2017, 4 pages.
Office Action received for Australian Patent Application No. 2016100367, issued on May 25, 2016, 3 pages.
Office Action received for Australian Patent Application No. 2016100367, mailed on Oct. 26, 2016, 3 pages.
Office Action received for Australian Patent Application No. 2016100383, issued on Jun. 9, 2016, 2 pages.
Office Action received for Australian Patent Application No. 2016100383, issued on Nov. 11, 2016, 3 pages.
Office Action received for Australian Patent Application No. 2016201310, mailed on Feb. 28, 2017, 3 Pages.
Office Action received for Australian Patent Application No. 2016203896, mailed on Jan. 19, 2018, 4 pages.
Office Action received for Australian Patent Application No. 2016203896, mailed on Mar. 6, 2017, 3 pages.
Office Action received for Australian Patent Application No. 2016203898, mailed on Dec. 19, 2017, 4 pages.
Office Action received for Australian Patent Application No. 2016203898, mailed on Feb. 17, 2017, 3 pages.
Office Action received for Australian Patent Application No. 2017100070, mailed on Mar. 16, 2017, 6 pages.
Office Action received for Australian Patent Application No. 2017100553, mailed on Aug. 4, 2017, 5 pages.
Office Action received for Australian Patent Application No. 2017201064, mailed on Mar. 9, 2017, 2 pages.
Office Action received for Australian Patent Application No. 2017201068, mailed on Jan. 17, 2018, 5 pages.
Office Action received for Australian Patent Application No. 2017201068, mailed on Mar. 10, 2017, 2 pages.
Office Action received for Australian Patent Application No. 2017266867, mailed on Dec. 6, 2018, 3 pages.
Office Action received for Australian Patent Application No. 2017330208, mailed on Jul. 25, 2019, 5 pages.
Office Action received for Australian Patent Application No. 2018202559, mailed on Apr. 8, 2019, 4 pages.
Office Action Received for Australian Patent Application No. 2018202559, mailed on Jan. 16, 2019, 6 pages.
Office Action received for Australian Patent Application No. 2018202559, mailed on Jul. 19, 2019, 5 pages.
Office Action received for Australian Patent Application No. 2018202712, mailed on Mar. 22, 2019, 5 pages.
Office Action received for Australian Patent Application No. 2018202712, mailed on Nov. 15, 2019, 5 pages.
Office Action received for Australian Patent Application No. 2018202712, mailed on Nov. 20, 2018, 12 pages.
Office Action received for Australian Patent Application No. 2018202712, mailed on Sep. 2, 2019, 4 pages.
Office Action received for Australian Patent Application No. 2018203732, mailed on Feb. 26, 2019, 5 pages.
Office Action received for Australian Patent Application No. 2018203732, mailed on Jun. 6, 2019, 4 pages.
Office Action received for Australian Patent Application No. 2018203732, mailed on Jun. 21, 2018, 3 pages.
Office Action Received for Australian Patent Application No. 2018203732, mailed on Nov. 30, 2018, 3 pages.
Office Action received for Australian Patent Application No. 2018270420, mailed on Apr. 19, 2021, 4 pages.
Office Action received for Australian Patent Application No. 2018270420, mailed on Jan. 7, 2021, 5 pages.
Office Action received for Australian Patent Application No. 2018270420, mailed on Jul. 21, 2020, 5 pages.
Office Action received for Australian Patent Application No. 2018279788, mailed on Feb. 8, 2019, 4 pages.
Office Action received for Australian Patent Application No. 2018312629, mailed on Feb. 25, 2019, 4 pages.
Office Action received for Australian Patent Application No. 2019201101, mailed on Feb. 28, 2019, 3 pages.
Office Action received for Australian Patent Application No. 2019203473, mailed on Oct. 25, 2019, 2 pages.
Office Action received for Australian Patent Application No. 2019204387, mailed on Jun. 17, 2020, 7 pages.
Office Action received for Australian Patent Application No. 2019268070, mailed on Jan. 27, 2022, 3 pages.
Office Action received for Australian Patent Application No. 2019268070, mailed on Jan. 29, 2021, 6 pages.
Office Action received for Australian Patent Application No. 2019268070, mailed on Sep. 21, 2021, 4 pages.
Office Action received for Australian Patent Application No. 2019281965, mailed on Aug. 31, 2022, 5 pages.
Office Action received for Australian Patent Application No. 2019281965, mailed on May 11, 2022, 5 pages.
Office Action received for Australian Patent Application No. 2019281965, mailed on Nov. 18, 2022, 7 pages.
Office Action received for Australian Patent Application No. 2019281965, mailed on Nov. 30, 2021, 3 pages.
Office Action received for Australian Patent Application No. 2020200685, mailed on Apr. 20, 2020, 3 pages.
Office Action received for Australian Patent Application No. 2020200685, mailed on Aug. 12, 2020, 3 pages.
Office Action received for Australian Patent Application No. 2020200685, mailed on Feb. 10, 2020, 4 pages.
Office Action received for Australian Patent Application No. 2020201721, mailed on Feb. 26, 2021, 7 pages.
Office Action received for Australian Patent Application No. 2020203899, mailed on May 5, 2021, 10 pages.
Office Action received for Australian Patent Application No. 2020203899, mailed on May 5, 2022, 4 pages.
Office Action received for Australian Patent Application No. 2020203899, mailed on Nov. 26, 2021, 4 pages.
Office Action received for Australian Patent Application No. 2020204256, mailed on Jun. 21, 2021, 2 pages.
Office Action received for Australian Patent Application No. 2020239783, mailed on Oct. 13, 2020, 4 pages.
Office Action received for Australian Patent Application No. 2020289822, mailed on Aug. 24, 2021, 7 pages.
Office Action received for Australian Patent Application No. 2021200415, mailed on Jan. 18, 2022, 3 pages.
Office Action received for Australian Patent Application No. 2021202352, mailed on Mar. 15, 2022, 3 pages.
Office Action received for Australian Patent Application No. 2021204526, mailed on Jun. 10, 2022, 3 pages.
Office Action received for Australian Patent Application No. 2021250944, mailed on Sep. 16, 2022, 3 pages.
Office Action received for Australian Patent Application No. 2021254574, mailed on Oct. 15, 2022, 3 pages.
Office Action received for Australian Patent Application No. 2022200900, mailed on Mar. 28, 2023, 3 pages.
Office Action received for Australian Patent Application No. 2022200900, mailed on Nov. 30, 2022, 6 pages.
Office Action received for Australian Patent Application No. 2022256155, mailed on Apr. 18, 2023, 2 pages.
Office Action received for Chinese Patent Application No. 200880108306.1, mailed on Aug. 24, 2011, 10 pages.
Office Action received for Chinese Patent Application No. 200880108306.1, mailed on Mar. 20, 2012, 8 pages.
Office Action received for Chinese Patent Application No. 200880108306.1, mailed on Mar. 27, 2014, 6 pages.
Office Action received for Chinese Patent Application No. 201410407626.4, mailed on May 21, 2018, 13 pages.
Office Action received for Chinese Patent Application No. 201410407626.4, mailed on Oct. 31, 2016, 10 pages.
Office Action received for Chinese Patent Application No. 201410407626.4, mailed on Sep. 11, 2017, 11 pages.
Office Action received for Chinese Patent Application No. 201480058054.1, mailed on Jan. 22, 2019, 6 pages.
Office Action received for Chinese Patent Application No. 201480058054.1, mailed on May 3, 2018, 18 pages.
Office Action received for Chinese Patent Application No. 201510284715.9, mailed on Apr. 14, 2020, 19 pages.
Office Action received for Chinese Patent Application No. 201510284715.9, mailed on Dec. 18, 2019, 24 pages.
Office Action received for Chinese Patent Application No. 201510284715.9, mailed on Dec. 21, 2018, 22 pages.
Office Action received for Chinese Patent Application No. 201510284715.9, mailed on Jun. 19, 2019, 26 pages.
Office Action received for Chinese Patent Application No. 201510284896.5, mailed on Jun. 28, 2018, 15 pages.
Office Action received for Chinese Patent Application No. 201510284896.5, mailed on Mar. 6, 2019, 13 pages.
Office Action received for Chinese Patent Application No. 201510284896.5, mailed on Mar. 14, 2022, 10 pages.
Office Action received for Chinese Patent Application No. 201510284896.5, mailed on Sep. 3, 2019, 9 pages.
Office Action received for Chinese Patent Application No. 201520358683.8, mailed on Sep. 2, 2015, 4 pages.
Office Action received for Chinese Patent Application No. 201610459968.X, mailed on Aug. 23, 2018, 14 pages.
Office Action received for Chinese Patent Application No. 201610459968.X, mailed on Aug. 23, 2019, 12 pages.
Office Action received for Chinese Patent Application No. 201610459968.X, mailed on Feb. 18, 2020, 8 pages.
Office Action received for Chinese Patent Application No. 201610459968.X, mailed on Feb. 22, 2019, 11 pages.
Office Action received for Chinese Patent Application No. 201620480708.6, mailed on Jan. 9, 2017, 3 pages.
Office Action received for Chinese Patent Application No. 201620480708.6, mailed on Sep. 14, 2016, 3 pages.
Office Action received for Chinese Patent Application No. 201620480846.4, mailed on Jan. 9, 2017, 3 pages.
Office Action received for Chinese Patent Application No. 201620480846.4, mailed on Sep. 14, 2016, 3 pages.
Office Action received for Chinese Patent Application No. 201710093861.2, mailed on Mar. 5, 2019, 6 pages.
Office Action received for Chinese Patent Application No. 201710093861.2, mailed on Sep. 14, 2018, 15 pages.
Office Action received for Chinese Patent Application No. 201710094150.7, mailed on Dec. 19, 2018, 12 pages.
Office Action received for Chinese Patent Application No. 201710094150.7, mailed on Jan. 10, 2022, 6 pages.
Office Action received for Chinese Patent Application No. 201710094150.7, mailed on Jul. 31, 2019, 6 pages.
Office Action received for Chinese Patent Application No. 201710198190.6, mailed on Jan. 24, 2022, 16 pages.
Office Action received for Chinese Patent Application No. 201710198190.6, mailed on Jul. 5, 2022, 7 pages.
Office Action received for Chinese Patent Application No. 201710198190.6, mailed on May 8, 2021, 22 pages.
Office Action received for Chinese Patent Application No. 201710198190.6, mailed on Oct. 12, 2020, 18 pages.
Office Action received for Chinese Patent Application No. 201710198190.6, mailed on Sep. 25, 2019, 27 pages.
Office Action received for Chinese Patent Application No. 201711292804.3, mailed on Aug. 5, 2020, 26 pages.
Office Action received for Chinese Patent Application No. 201711292804.3, mailed on Feb. 23, 2021, 17 pages.
Office Action received for Chinese Patent Application No. 201711292804.3, mailed on Sep. 10, 2021, 19 pages.
Office Action received for Chinese Patent Application No. 201780002398.4, mailed on Feb. 27, 2019, 6 pages.
Office Action received for Chinese Patent Application No. 201780002398.4, mailed on Sep. 12, 2018, 17 pages.
Office Action received for Chinese Patent Application No. 201780053143.0, mailed on Dec. 16, 2021, 19 pages.
Office Action received for Chinese Patent Application No. 201780053143.0, mailed on Dec. 24, 2020, 21 pages.
Office Action received for Chinese Patent Application No. 201780053143.0, mailed on Mar. 30, 2022, 12 pages.
Office Action received for Chinese Patent Application No. 201780053143.0, mailed on May 22, 2020, 21 pages.
Office Action received for Chinese Patent Application No. 201780053143.0, mailed on Nov. 30, 2022, 13 pages.
Office Action received for Chinese Patent Application No. 201780053143.0, mailed on Sep. 3, 2021, 24 pages.
Office Action received for Chinese Patent Application No. 201810094316.X, mailed on Apr. 28, 2019, 9 pages.
Office Action received for Chinese Patent Application No. 201810094316.X, mailed on Aug. 5, 2019, 9 pages.
Office Action received for Chinese Patent Application No. 201810094316.X, mailed on Oct. 29, 2018, 12 pages.
Office Action received for Chinese Patent Application No. 201810338038.8, mailed on Jan. 21, 2020, 26 pages.
Office Action received for Chinese Patent Application No. 201810338038.8, mailed on May 14, 2019, 26 pages.
Office Action received for Chinese Patent Application No. 201810338040.5, mailed on Jun. 3, 2021, 25 pages.
Office Action received for Chinese Patent Application No. 201810338040.5, mailed on Oct. 25, 2021, 22 pages.
Office Action received for Chinese Patent Application No. 201810338826.7, mailed on Apr. 3, 2019, 21 pages.
Office Action received for Chinese Patent Application No. 201810338826.7, mailed on Jan. 16, 2020, 16 pages.
Office Action received for Chinese Patent Application No. 201810338826.7, mailed on Oct. 21, 2019, 19 pages.
Office Action received for Chinese Patent Application No. 201810339290.0, mailed on Jun. 4, 2021, 20 pages.
Office Action received for Chinese Patent Application No. 201810339290.0, mailed on Oct. 18, 2021, 20 pages.
Office Action received for Chinese Patent Application No. 201810954931.3, mailed on Jan. 15, 2021, 11 pages.
Office Action received for Chinese Patent Application No. 201810955077.2, mailed on Feb. 20, 2021, 19 pages.
Office Action received for Chinese Patent Application No. 201811460172.1, mailed on Jan. 21, 2020, 17 pages.
Office Action received for Chinese Patent Application No. 201811460172.1, mailed on Oct. 14, 2020, 7 pages.
Office Action received for Chinese Patent Application No. 201880000798.6, mailed on Aug. 5, 2020, 18 pages.
Office Action received for Chinese Patent Application No. 201880000798.6, mailed on Dec. 30, 2021, 10 pages.
Office Action received for Chinese Patent Application No. 201880000798.6, mailed on Jul. 2, 2021, 15 pages.
Office Action received for Chinese Patent Application No. 201910070375.8, mailed on Dec. 4, 2019, 23 pages.
Office Action received for Chinese Patent Application No. 201910070375.8, mailed on Sep. 3, 2020, 8 pages.
Office Action received for Chinese Patent Application No. 201910109868.8, mailed on Apr. 23, 2023, 30 pages.
Office Action received for Chinese Patent Application No. 201910109868.8, mailed on Jun. 30, 2020, 15 pages.
Office Action received for Chinese Patent Application No. 201910109868.8, mailed on Mar. 16, 2020, 19 pages.
Office Action received for Chinese Patent Application No. 201910109868.8, mailed on Nov. 18, 2022, 32 pages.
Office Action received for Chinese Patent Application No. 201910109868.8, mailed on Sep. 19, 2019, 23 pages.
Office Action received for Chinese Patent Application No. 201910246400.3, mailed on Apr. 19, 2022, 24 pages.
Office Action received for Chinese Patent Application No. 201910246439.5, mailed on Apr. 6, 2023, 14 pages.
Office Action received for Chinese Patent Application No. 201910246439.5, mailed on Apr. 23, 2020, 14 pages.
Office Action received for Chinese Patent Application No. 201910246439.5, mailed on Oct. 15, 2019, 17 pages.
Office Action received for Chinese Patent Application No. 201910246439.5, mailed on Sep. 2, 2020, 15 pages.
Office Action received for Chinese Patent Application No. 201910278273.5, mailed on Jan. 3, 2020, 17 pages.
Office Action received for Chinese Patent Application No. 201910278273.5, mailed on Jun. 9, 2020, 8 pages.
Office Action received for Chinese Patent Application No. 201910744886.3, mailed on Jan. 18, 2021, 10 pages.
Office Action received for Chinese Patent Application No. 201910899698.8, mailed on Mar. 23, 2020, 15 pages.
Office Action received for Chinese Patent Application No. 201910899698.8, mailed on May 27, 2020, 10 pages.
Office Action received for Chinese Patent Application No. 201910901500.5, mailed on Nov. 24, 2022, 22 pages.
Office Action received for Chinese Patent Application No. 201911199010.1, mailed on Mar. 29, 2021, 14 pages.
Office Action received for Chinese Patent Application No. 201911199010.1, mailed on Nov. 4, 2020, 20 pages.
Office Action received for Chinese Patent Application No. 201911199010.1, mailed on Sep. 3, 2021, 12 pages.
Office Action received for Chinese Patent Application No. 201980041865.3, mailed on Apr. 13, 2022, 12 pages.
Office Action received for Chinese Patent Application No. 201980041865.3, mailed on May 24, 2021, 14 pages.
Office Action received for Chinese Patent Application No. 202110296926.X, mailed on Oct. 13, 2021, 17 pages.
Office Action received for Chinese Patent Application No. 202211283788.2, mailed on Mar. 22, 2023, 15 pages.
Office Action received for Chinese Patent Application No. 202211285112.7, mailed on May 18, 2023, 16 pages.
Office Action received for Chinese Patent Application No. 201410407626.4, mailed on Feb. 12, 2019, 13 pages.
Office Action received for Danish Patent Application No. PA201670628, mailed on Jun. 6, 2017, 3 pages.
Office Action received for Danish Patent Application No. PA201670628, mailed on Oct. 26, 2016, 7 pages.
Office Action received for Danish Patent Application No. PA201770418, mailed on May 8, 2018, 3 pages.
Office Action received for Danish Patent Application No. PA201770419, mailed on Jan. 10, 2018, 4 pages.
Office Action received for Danish Patent Application No. PA201770712, mailed on Jul. 20, 2018, 4 pages.
Office Action received for Danish Patent Application No. PA201770712, mailed on Mar. 1, 2019, 3 pages.
Office Action received for Danish Patent Application No. PA201770713, mailed on Apr. 18, 2018, 4 pages.
Office Action received for Danish Patent Application No. PA201770713, mailed on Jun. 7, 2019, 4 pages.
Office Action received for Danish Patent Application No. PA201770713, mailed on Nov. 13, 2018, 3 pages.
Office Action received for Danish Patent Application No. PA201770714, mailed on Aug. 17, 2018, 6 pages.
Office Action received for Danish Patent Application No. PA201770714, mailed on Feb. 21, 2018, 3 pages.
Office Action received for Danish Patent Application No. PA201770714, mailed on Oct. 13, 2017, 9 pages.
Office Action received for Danish Patent Application No. PA201770715, mailed on Mar. 8, 2018, 4 pages.
Office Action received for Danish Patent Application No. PA201770715, mailed on Oct. 29, 2018, 4 pages.
Office Action received for Danish Patent Application No. PA201770782, mailed on Jan. 26, 2018, 8 pages.
Office Action received for Danish Patent Application No. PA201770782, mailed on Nov. 22, 2018, 3 pages.
Office Action received for Danish Patent Application No. PA201870370, mailed on Nov. 9, 2018, 4 pages.
Office Action received for Danish Patent Application No. PA201870371, mailed on Nov. 20, 2018, 3 pages.
Office Action received for Danish Patent Application No. PA201870855, mailed on May 14, 2020, 4 pages.
Office Action received for Danish Patent Application No. PA201870855, mailed on Nov. 7, 2019, 4 pages.
Office Action received for Danish Patent Application No. PA201970127, mailed on Dec. 20, 2019, 3 pages.
Office Action received for Danish Patent Application No. PA201970127, mailed on Feb. 24, 2020, 2 pages.
Office Action received for European Patent Application No. 08834386.8, mailed on Aug. 23, 2010, 4 pages.
Office Action received for European Patent Application No. 12181538.5, mailed on Dec. 16, 2013, 4 pages.
Office Action received for European Patent Application No. 12770400.5, mailed on Mar. 10, 2015, 5 pages.
Office Action received for European Patent Application No. 12773460.6, mailed on Feb. 19, 2018, 6 pages.
Office Action Received for European Patent Application No. 13171145.9, mailed on Apr. 28, 2016, 5 pages.
Office Action Received for European Patent Application No. 13171145.9, mailed on May 3, 2018, 4 pages.
Office Action received for European Patent Application No. 15168475.0, mailed on Dec. 19, 2016, 5 pages.
Office Action received for European Patent Application No. 15168475.0, mailed on May 6, 2020, 5 pages.
Office Action received for European Patent Application No. 15727291.5, mailed on Jan. 15, 2018, 8 pages.
Office Action received for European Patent Application No. 16201159.7, mailed on Jun. 12, 2019, 10 pages.
Office Action Received for European Patent Application No. 16201195.1, mailed on Feb. 14, 2018, 12 pages.
Office Action received for European Patent Application No. 16201205.8, mailed on Feb. 16, 2018, 12 pages.
Office Action received for European Patent Application No. 17799904.2, mailed on Oct. 21, 2020, 6 pages.
Office Action received for European Patent Application No. 17853654.6, mailed on Mar. 23, 2020, 4 pages.
Office Action received for European Patent Application No. 18208881.5, mailed on Jun. 11, 2019, 5 pages.
Office Action received for European Patent Application No. 18208881.5, mailed on May 7, 2021, 6 pages.
Office Action received for European Patent Application No. 18704335.1, mailed on Sep. 23, 2019, 7 pages.
Office Action received for European Patent Application No. 18713408.5, mailed on May 20, 2019, 5 pages.
Office Action received for European Patent Application No. 18713408.5, mailed on May 26, 2020, 5 pages.
Office Action received for European Patent Application No. 18713408.5, mailed on Nov. 4, 2020, 6 pages.
Office Action received for European Patent Application No. 18713408.5, mailed on Nov. 20, 2019, 4 pages.
Office Action received for European Patent Application No. 18830326.7, mailed on Apr. 30, 2020, 5 pages.
Office Action received for European Patent Application No. 18830326.7, mailed on Aug. 13, 2020, 6 pages.
Office Action received for European Patent Application No. 18830326.7, mailed on Aug. 27, 2019, 6 pages.
Office Action received for European Patent Application No. 18830326.7, mailed on Nov. 22, 2019, 8 pages.
Office Action received for European Patent Application No. 18830326.7, mailed on Sep. 16, 2019, 6 pages.
Office Action received for European Patent Application No. 19150528.8, mailed on Jul. 1, 2020, 6 pages.
Office Action received for European Patent Application No. 19160344.8, mailed on Mar. 26, 2021, 7 pages.
Office Action received for European Patent Application No. 19160344.8, mailed on Oct. 7, 2021, 8 pages.
Office Action received for European Patent Application No. 19160348.9, mailed on Aug. 4, 2022, 6 pages.
Office Action received for European Patent Application No. 19160348.9, mailed on May 14, 2020, 4 pages.
Office Action received for European Patent Application No. 19160348.9, mailed on Nov. 17, 2020, 6 pages.
Office Action received for European Patent Application No. 19186538.5, mailed on Oct. 12, 2020, 7 pages.
Office Action received for European Patent Application No. 19186538.5, mailed on Oct. 22, 2021, 7 pages.
Office Action received for European Patent Application No. 19194828.0, mailed on May 10, 2021, 6 pages.
Office Action received for European Patent Application No. 19194828.0, mailed on Oct. 15, 2020, 7 pages.
Office Action received for European Patent Application No. 19731554.2, mailed on Apr. 19, 2022, 8 pages.
Office Action received for European Patent Application No. 19766438.6, mailed on Oct. 29, 2021, 18 pages.
Office Action received for European Patent Application No. 19769336.9, mailed on Nov. 4, 2021, 6 pages.
Office Action received for European Patent Application No. 19769669.3, mailed on Apr. 18, 2023, 20 pages.
Office Action received for European Patent Application No. 20186286.9, mailed on Jan. 25, 2022, 8 pages.
Office Action received for European Patent Application No. 20186286.9, mailed on Jul. 29, 2021, 8 pages.
Office Action received for European Patent Application No. 20191533.7, mailed on May 12, 2022, 5 pages.
Office Action received for European Patent Application No. 20198076.0, mailed on Mar. 25, 2022, 5 pages.
Office Action received for European Patent Application No. 20198076.0, mailed on Sep. 22, 2021, 6 pages.
Office Action received for European Patent Application No. 20198076.0, mailed on Sep. 22, 2022, 7 pages.
Office Action received for European Patent Application No. 21173988.3, mailed on Jan. 19, 2023, 5 pages.
Office Action received for German Patent Application No. 112014004134.3, mailed on Dec. 21, 2022, 22 pages.
Office Action received for German Patent Application No. 202015004267.8, mailed on Nov. 4, 2015, 4 pages.
Office Action received for Indian Patent Application No. 201617006865, mailed on Dec. 11, 2019, 7 pages.
Office Action received for Indian Patent Application No. 201617039493, mailed on Oct. 21, 2019, 6 pages.
Office Action received for Indian Patent Application No. 201618024020, mailed on Sep. 14, 2020, 7 pages.
Office Action received for Indian Patent Application No. 201817036875, mailed on Oct. 29, 2021, 8 pages.
Office Action received for Indian Patent Application No. 201917024374, mailed on Dec. 30, 2021, 10 pages.
Office Action received for Indian Patent Application No. 201918003782, mailed on Nov. 18, 2021, 8 pages.
Office Action received for Indian Patent Application No. 201918027146, mailed on Jan. 4, 2022, 7 pages.
Office Action received for Indian Patent Application No. 202018009834, mailed on Nov. 12, 2021, 6 pages.
Office Action received for Indian Patent Application No. 202018009906, mailed on Apr. 29, 2022, 9 pages.
Office Action received for Indian Patent Application No. 202018014786, mailed on Nov. 9, 2021, 7 pages.
Office Action received for Indian Patent Application No. 202018038351, mailed on Feb. 25, 2022, 6 pages.
Office Action received for Indian Patent Application No. 202018041558, mailed on Dec. 3, 2021, 7 pages.
Office Action received for Indian Patent Application No. 202018044420, mailed on Jan. 31, 2022, 6 pages.
Office Action received for Indian Patent Application No. 202117008281, mailed on Jan. 19, 2023, 6 pages.
Office Action received for Indian Patent Application No. 202118009403, mailed on Feb. 21, 2022, 6 pages.
Office Action received for Indian Patent Application No. 202118018461, mailed on Feb. 23, 2022, 6 pages.
Office Action received for Japanese Patent Application No. 2010-525891, mailed on Jun. 12, 2012, 11 pages.
Office Action received for Japanese Patent Application No. 2013-098406, mailed on Dec. 9, 2013, 12 pages.
Office Action received for Japanese Patent Application No. 2013-098406, mailed on Dec. 15, 2014, 12 pages.
Office Action received for Japanese Patent Application No. 2013-098406, mailed on Jul. 19, 2016, 10 pages.
Office Action received for Japanese Patent Application No. 2015-083696, mailed on Jun. 17, 2016, 12 pages.
Office Action received for Japanese Patent Application No. 2016-131998, mailed on Aug. 10, 2018, 9 pages.
Office Action received for Japanese Patent Application No. 2016-131998, mailed on Sep. 25, 2017, 10 pages.
Office Action received for Japanese Patent Application No. 2016-224506, mailed on May 14, 2019, 22 pages.
Office Action received for Japanese Patent Application No. 2016-224507, mailed on Jun. 16, 2017, 16 pages.
Office Action received for Japanese Patent Application No. 2016-540927, mailed on Jun. 20, 2017, 12 pages.
Office Action received for Japanese Patent Application No. 2016-558332, mailed on Dec. 8, 2017, 12 pages.
Office Action received for Japanese Patent Application No. 2016-558332, mailed on Jul. 27, 2018, 9 pages.
Office Action received for Japanese Patent Application No. 2016-569665, mailed on Aug. 20, 2018, 9 pages.
Office Action received for Japanese Patent Application No. 2016-569665, mailed on Jan. 19, 2018, 10 pages.
Office Action received for Japanese Patent Application No. 2017-075031, mailed on Jul. 30, 2018, 16 pages.
Office Action received for Japanese Patent Application No. 2017-085582, mailed on Jul. 2, 2018, 11 pages.
Office Action received for Japanese Patent Application No. 2018-113081, mailed on Apr. 9, 2019, 6 pages.
Office Action received for Japanese Patent Application No. 2018-113081, mailed on Jan. 10, 2020, 8 pages.
Office Action received for Japanese Patent Application No. 2018-113081, mailed on Oct. 2, 2020, 7 pages.
Office Action received for Japanese Patent Application No. 2018-551159, mailed on Jan. 27, 2020, 8 pages.
Office Action received for Japanese Patent Application No. 2018-551159, mailed on Sep. 30, 2019, 6 pages.
Office Action received for Japanese Patent Application No. 2018-560107, mailed on Jun. 14, 2019, 26 pages.
Office Action received for Japanese Patent Application No. 2019-053379, mailed on May 29, 2020, 11 pages.
Office Action received for Japanese Patent Application No. 2019-053379, mailed on Oct. 18, 2019, 11 pages.
Office Action received for Japanese Patent Application No. 2019-107235, mailed on Oct. 18, 2019, 8 pages.
Office Action received for Japanese Patent Application No. 2019-194603, mailed on Jan. 4, 2021, 8 pages.
Office Action received for Japanese Patent Application No. 2019-238894, mailed on Mar. 6, 2020, 7 pages.
Office Action received for Japanese Patent Application No. 2019-510416, mailed on May 15, 2020, 4 pages.
Office Action received for Japanese Patent Application No. 2019-510416, mailed on Oct. 18, 2019, 4 pages.
Office Action received for Japanese Patent Application No. 2019-511975, mailed on Apr. 10, 2020, 6 pages.
Office Action received for Japanese Patent Application No. 2019-563560, mailed on Jan. 20, 2023, 56 pages.
Office Action received for Japanese Patent Application No. 2019-563560, mailed on Jul. 4, 2022, 34 pages.
Office Action received for Japanese Patent Application No. 2019-563560, mailed on Jun. 14, 2021, 6 pages.
Office Action received for Japanese Patent Application No. 2019-563560, mailed on Nov. 30, 2020, 7 pages.
Office Action received for Japanese Patent Application No. 2020-028315, mailed on Feb. 7, 2022, 6 pages.
Office Action received for Japanese Patent Application No. 2020-028315, mailed on Jul. 6, 2020, 18 pages.
Office Action received for Japanese Patent Application No. 2020-028315, mailed on Nov. 9, 2020, 11 pages.
Office Action received for Japanese Patent Application No. 2020-126751, mailed on Jan. 5, 2021, 8 pages.
Office Action received for Japanese Patent Application No. 2020-159979, mailed on May 10, 2021, 9 pages.
Office Action received for Japanese Patent Application No. 2020-184605, mailed on Dec. 12, 2022, 9 pages.
Office Action received for Japanese Patent Application No. 2020-184605, mailed on Feb. 14, 2022, 24 pages.
Office Action received for Japanese Patent Application No. 2020-566978, mailed on Feb. 4, 2022, 12 pages.
Office Action received for Japanese Patent Application No. 2020-566978, mailed on Sep. 26, 2022, 4 pages.
Office Action received for Japanese Patent Application No. 2021-001028, mailed on Jan. 31, 2022, 10 pages.
Office Action received for Japanese Patent Application No. 2021-015128, mailed on Jun. 14, 2021, 4 pages.
Office Action received for Japanese Patent Application No. 2021-084065, mailed on Apr. 10, 2023, 6 pages.
Office Action received for Japanese Patent Application No. 2021-084065, mailed on Jun. 24, 2022, 12 pages.
Office Action received for Japanese Patent Application No. 2021-084065, mailed on Nov. 14, 2022, 10 pages.
Office Action received for Japanese Patent Application No. 2021-131310, mailed on Sep. 2, 2022, 9 pages.
Office Action received for Japanese Patent Application No. 2021-149549, mailed on Oct. 21, 2022, 4 pages.
Office Action received for Japanese Patent Application No. 2021-168243, mailed on Feb. 6, 2023, 8 pages.
Office Action received for Korean Patent Application No. 10-2010-7008899, mailed on Aug. 17, 2014, 7 pages.
Office Action received for Korean Patent Application No. 10-2010-7008899, mailed on Feb. 3, 2015, 7 pages.
Office Action received for Korean Patent Application No. 10-2010-7008899, mailed on Jan. 28, 2013, 5 pages.
Office Action received for Korean Patent Application No. 10-2010-7008899, mailed on Jun. 12, 2015, 4 pages.
Office Action received for Korean Patent Application No. 10-2010-7008899, mailed on Mar. 29, 2012, 6 pages.
Office Action received for Korean Patent Application No. 10-2010-7008899, mailed on May 30, 2011, 4 pages.
Office Action received for Korean Patent Application No. 10-2011-7023152, mailed on Apr. 22, 2014, 6 pages.
Office Action received for Korean Patent Application No. 10-2014-7004771, mailed on Jun. 12, 2015, 6 pages.
Office Action received for Korean Patent Application No. 10-2014-7004771, mailed on Apr. 22, 2014, 5 pages.
Office Action received for Korean Patent Application No. 10-2014-7004771, mailed on Oct. 21, 2014, 7 pages.
Office Action received for Korean Patent Application No. 10-2014-7004772, mailed on Apr. 22, 2014, 8 pages.
Office Action received for Korean Patent Application No. 10-2014-7004772, mailed on Oct. 21, 2014, 5 pages.
Office Action received for Korean Patent Application No. 10-2014-7004773, mailed on Apr. 22, 2014, 9 pages.
Office Action received for Korean Patent Application No. 10-2014-7004773, mailed on Jun. 12, 2015, 6 pages.
Office Action received for Korean Patent Application No. 10-2014-7004773, mailed on Oct. 21, 2014, 9 pages.
Office Action received for Korean Patent Application No. 10-2014-7008348, mailed on Jan. 22, 2019, 16 pages.
Office Action received for Korean Patent Application No. 10-2014-7025441, mailed on Oct. 21, 2014, 5 pages.
Office Action received for Korean Patent Application No. 10-2015-7010262, mailed on Mar. 8, 2017, 6 pages.
Office Action received for Korean Patent Application No. 10-2015-7010262, mailed on May 24, 2016, 10 pages.
Office Action received for Korean Patent Application No. 10-2016-0152210, mailed on Jan. 29, 2019, 7 pages.
Office Action received for Korean Patent Application No. 10-2016-0152210, mailed on May 14, 2018, 13 pages.
Office Action received for Korean Patent Application No. 10-2016-0152210, mailed on May 30, 2019, 8 pages.
Office Action received for Korean Patent Application No. 10-2016-7009347, mailed on Feb. 18, 2018, 9 pages.
Office Action received for Korean Patent Application No. 10-2016-7009632, mailed on Feb. 2, 2018., 11 pages.
Office Action received for Korean Patent Application No. 10-2016-7035555, mailed on Dec. 26, 2017, 5 pages.
Office Action received for Korean Patent Application No. 10-2016-7035555, mailed on Jul. 18, 2019, 9 pages.
Office Action received for Korean Patent Application No. 10-2016-7035555, mailed on Sep. 18, 2018, 9 pages.
Office Action received for Korean Patent Application No. 10-2017-0022365, mailed on Jun. 26, 2017, 10 pages.
Office Action received for Korean Patent Application No. 10-2017-0022546, mailed on Jun. 21, 2017, 12 pages.
Office Action received for Korean Patent Application No. 10-2017-0022582, mailed on Jul. 31, 2019, 5 pages.
Office Action received for Korean Patent Application No. 10-2017-0022582, mailed on Sep. 19, 2018, 6 pages.
Office Action received for Korean Patent Application No. 10-2017-7012145, mailed on Jul. 18, 2019, 5 pages.
Office Action received for Korean Patent Application No. 10-2017-7012145, mailed on Sep. 13, 2018, 6 pages.
Office Action received for Korean Patent Application No. 10-2017-7015582, mailed on Apr. 5, 2018, 8 pages.
Office Action received for Korean Patent Application No. 10-2017-7015582, mailed on Jun. 12, 2017, 9 pages.
Office Action received for Korean Patent Application No. 10-2018-7022895, mailed on Aug. 17, 2018, 8 pages.
Office Action received for Korean Patent Application No. 10-2018-7028845, mailed on Jun. 19, 2019, 7 pages.
Office Action received for Korean Patent Application No. 10-2018-7033301, mailed on Dec. 14, 2018, 6 pages.
Office Action received for Korean Patent Application No. 10-2019-7003374, mailed on Jun. 10, 2019, 7 pages.
Office Action received for Korean Patent Application No. 10-2019-7003836, mailed on Jun. 14, 2019, 7 pages.
Office Action received for Korean Patent Application No. 10-2019-7004734, mailed on Jul. 4, 2019, 7 pages.
Office Action received for Korean Patent Application No. 10-2019-7005136, mailed on Jan. 28, 2020, 5 pages.
Office Action received for Korean Patent Application No. 10-2019-7005925, mailed on Jul. 4, 2019, 24 pages.
Office Action received for Korean Patent Application No. 10-2019-7014494, mailed on Jun. 14, 2019, 11 pages.
Office Action received for Korean Patent Application No. 10-2019-7014988, mailed on Jul. 19, 2019, 9 pages.
Office Action received for Korean Patent Application No. 10-2019-7033799, mailed on Apr. 27, 2021, 9 pages.
Office Action received for Korean Patent Application No. 10-2019-7033799, mailed on Nov. 23, 2021, 6 pages.
Office Action received for Korean Patent Application No. 10-2020-0097418, mailed on Aug. 28, 2020, 6 pages.
Office Action received for Korean Patent Application No. 10-2020-7002929, mailed on Mar. 22, 2020, 5 pages.
Office Action received for Korean Patent Application No. 10-2020-7011424, mailed on Jul. 7, 2020, 6 pages.
Office Action received for Korean Patent Application No. 10-2020-7020782, mailed on Aug. 19, 2020, 8 pages.
Office Action received for Korean Patent Application No. 10-2020-7020782, mailed on Mar. 29, 2021, 7 pages.
Office Action received for Korean Patent Application No. 10-2020-7022596, mailed on Jul. 28, 2021, 26 pages.
Office Action received for Korean Patent Application No. 10-2020-7027862, mailed on Jan. 29, 2021, 8 pages.
Office Action received for Korean Patent Application No. 10-2020-7034180, mailed on Aug. 17, 2021, 15 pages.
Office Action received for Korean Patent Application No. 10-2020-7034405, mailed on Dec. 4, 2021, 15 pages.
Office Action received for Korean Patent Application No. 10-2021-7006125, mailed on Mar. 30, 2021, 9 pages.
Office Action received for Korean Patent Application No. 10-2021-7010306, mailed on Feb. 15, 2023, 10 pages.
Office Action received for Korean Patent Application No. 10-2021-7011888, mailed on Jul. 27, 2021, 11 pages.
Office Action received for Korean Patent Application No. 10-2021-7015473, mailed on Aug. 25, 2021, 5 pages.
Office Action received for Korean Patent Application No. 10-2021-7032984, mailed on Feb. 22, 2022, 8 pages.
Office Action received for Korean Patent Application No. 10-2021-7042103, mailed on Jan. 10, 2022, 14 pages.
Office Action received for Korean Patent Application No. 10-2022-0010942, mailed on Apr. 27, 2022, 5 pages.
Office Action received for Korean Patent Application No. 10-2022-7004578, mailed on Jan. 27, 2023, 8 pages.
Office Action received for Korean Patent Application No. 10-2022-7004578, mailed on Mar. 22, 2022, 11 pages.
Office Action received for Korean Patent Application No. 10-2022-7004578, mailed on May 11, 2023, 8 pages.
Office Action received for Korean Patent Application No. 10-2022-7012864, mailed on Jun. 27, 2022, 9 pages.
Office Action received for Korean Patent Application No. 10-2022-7012869, mailed on Jun. 27, 2022, 11 pages.
Office Action received for Korean Patent Application No. 10-2022-7014519, mailed on Jan. 26, 2023, 9 pages.
Office Action received for Korean Patent Application No. 10-2022-7015289, mailed on Jan. 28, 2023, 12 pages.
Office Action received for Korean Patent Application No. 10-2022-7021764, mailed on Jul. 18, 2022, 5 pages.
Office Action received for Korean Patent Application No. 10-2022-7029609, mailed on Apr. 28, 2023, 9 pages.
Office Action received for Korean Patent Application No. 10-2016-7009347, mailed on Mar. 9, 2017, 15 pages.
Office Action received for Korean Patent Application No. 10-2018-7028845, mailed on Dec. 10, 2018, 8 pages.
Office Action received for Taiwan Patent Application No. 103136545, mailed on May 25, 2016, 7 pages.
Office Action received for Taiwan Patent Application No. 103136545, mailed on Nov. 2, 2015, 39 pages.
Office Action received for Taiwan Patent Application No. 101107082, mailed on Jul. 7, 2014, 21 pages.
Office Action received for Taiwan Patent Application No. 103131074, mailed on Jul. 21, 2015, 16 pages.
Office Action received for Taiwanese Patent Application No. 104117508, issued on Jul. 14, 2017, 9 pages.
Office Action received for Taiwanese Patent Application No. 104117508, issued on Jul. 20, 2016, 19 pages.
Office Action received for Taiwanese Patent Application No. 104117508, issued on Mar. 20, 2017, 22 pages.
Office Action received for Taiwanese Patent Application No. 104117508, mailed on Jan. 25, 2019, 24 pages.
Office Action received for Taiwanese Patent Application No. 104117508, mailed on May 22, 2019, 7 pages.
Office Action received for Taiwanese Patent Application No. 107138003, issued on Mar. 20, 2019, 6 pages.
Office Action received from Japanese Patent Application No. 2013-098406, mailed on May 8, 2015, 14 pages.
Okazolab, “KiNECt Based 3D Head Tracking in Behavioural Research”, Available online at: <https://www.youtube.com/watch?v=nigRvT9beQw>, Aug. 8, 2012, 3 pages.
Onefacein,“[How It Works] Securing Your Smartphone With OneFaceIn”, Biometric Password Manager, Available at <https://www.youtube.com/watch?v=h-JG5SPxBQ0>, Dec. 2, 2016, 1 page.
Page Sebastien, “Leaked iOS 11 GM details how you will set up Face ID on your iPhone 8”, Online available at: https://www.idownloadblog.com/2017/09/08/leaked-ios-11-gm-details-how-you-will-set-up-face-id-on-your-iphone-8/, Sep. 8, 2017, 9 pages.
Peishun et al., “PKI Authentication System Combining with Fingerprint”, Computer Engineering, vol. 39, No. 9, May 2005, 3 pages.
Phonebuff, “How to Use Face Unlock on Android 4.0 ICS”, Retrieved from <https://www.youtube.com/watch?v=0ASf6jkpFKE>, Dec. 15, 2011, 1 page.
Plaisant et al., “Touchscreen Toggle Switches: Push or slide? Design Issues and Usability Study”, Technical Report CAR-TR-521, CS-TR-2557, Nov. 1990, pp. 1-10.
Pre-Appeal Review Report received for Japanese Patent Application No. 2020-566978, mailed on Feb. 21, 2023, 4 pages.
PSP Security Ltd, “AccuFACE features”, Available online at <https://www.youtube.com/watch?v=p3jvGoEbioY>, Oct. 14, 2009, 1 page.
PSP Security Ltd,“PSP Security—AccuFACE Step by Step Enrollment Process”, Available online at <https://www.youtube.com/watch?v=0IIF5OOdya0>, Oct. 14, 2009, 1 page.
Pu Fang, “Research on Location-aware Service in Pervasive Computing”, Issue No. 7, Information Technology Series, China Doctoral Dissertations, Jul. 15, 2008, 140 pages.
Qiye Wang, “Design and Implementation of SAN Device Access Control in Unified Storage Platform”, Master's Theses, Huazhong University of Science & Technology, Wuhan, Jun. 2008, 63 pages.
Real Solution of two-step-authentication Password Management for Authentication Enhancement, Fukuda Takao, Nikkei PC, JPN, Nikkei Business Publications, Inc., No. 694, Mar. 24, 2014, 11 pages.
Record of Oral Hearing received for U.S. Appl. No. 13/243,045, mailed on Apr. 1, 2019, 18 pages.
Record of Oral Hearing received for U.S. Appl. No. 13/243,045, mailed on May 7, 2021, 18 pages.
Record of Oral Hearing received for U.S. Appl. No. 15/714,887, mailed on Feb. 15, 2022, 16 pages.
Requirement for Restriction/Election received for U.S. Appl. No. 16/938,362, mailed on May 4, 2022, 6 pages.
Result of Consultation received for European Patent Application No. 18208881.5, mailed on Dec. 6, 2022, 10 pages.
Result of Consultation received for European Patent Application No. 18713408.5, mailed on Aug. 30, 2021, 5 pages.
Result of Consultation received for European Patent Application No. 18830326.7, mailed on Jun. 21, 2021, 5 pages.
Result of Consultation received for European Patent Application No. 19160344.8, mailed on Feb. 4, 2022, 3 pages.
Result of Consultation received for European Patent Application No. 19194828.0, mailed on May 9, 2022, 4 pages.
Riley et al., “Instruction, Feedback and Biometrics: The User Interface for Fingerprint Authentication System”, Interact 2009, Part II, LNCS 5727, IFPI International Federation for Information Processing, 2009, pp. 293-305.
Sawamura Toru, “Emergency Proposal; personal information should be immediately unitarily managed”, PC fan, Japan, Mainichi Communications Inc., 11th Edition, vol. 11, No. 240, Jun. 15, 2004, pp. 20-21.
Schofield Tim, “Face Unlock Demonstration on the HTC EVO 4G LTE”, Retrieved from <https://www.youtube.com/watch?v=TNL9Or_9SWg>, May 31, 2012, 1 page.
Schürmann et al., “BANDANA—Body Area Network Device-to-Device Authentication Using Natural Gait”, Ambient Intelligence, Comnet, Aalto University, DOI: 10.1109/PERCOM.2017.7917865, Dec. 11, 2016, 11 pages.
Search Report and Opinion received for Danish Patent Application No. PA201770418, mailed on Jun. 23, 2017, 8 pages.
Search Report and Opinion received for Danish Patent Application No. PA201770419, mailed on Jun. 19, 2017, 6 pages.
Search Report and Opinion received for Danish Patent Application No. PA201770712, mailed on Oct. 25, 2017, 10 pages.
Search Report and Opinion received for Danish Patent Application No. PA201770713, mailed on Oct. 31, 2017, 9 pages.
Search Report and Opinion received for Danish Patent Application No. PA201770715, issued on Nov. 9, 2017, 10 pages.
Search Report and Opinion received for Danish Patent Application No. PA201870370, mailed on Sep. 7, 2018, 11 pages.
Search Report and Opinion received for Danish Patent Application No. PA201870371, mailed on Sep. 14, 2018, 14 pages.
Search Report and Opinion received for Danish Patent Application No. PA201870855, mailed on Apr. 3, 2019, 12 pages.
Search Report and Opinion received for Danish Patent Application No. PA201970127, mailed on Oct. 4, 2019, 9 pages.
Sensory Trulysecure, “AppLock Face/Voice Recognition”, Available at <https://www.youtube.com/watch?v=odax5O51aT0>, May 27, 2015, 1 page.
Stateoftech, “iPhone 6 Tips—How to Access the Camera from the Lock Screen”, Screen captures with generated transcript from YouTube video clip, Online Available at: <https://www.youtube.com/watch?v=frB151RYB7U>, Jul. 2, 2015, 23 pages.
Summons to Attend Oral Proceedings received for European Patent Application No. 08834386.8, mailed on Aug. 24, 2012, 4 pages.
Summons to Attend Oral Proceedings received for European Patent Application No. 12770400.5, mailed on Mar. 19, 2018, 10 pages.
Summons to Attend Oral Proceedings received for European Patent Application No. 15727291.5, mailed on Jan. 28, 2020, 13 pages.
Summons to Attend Oral Proceedings received for European Patent Application No. 15727291.5, mailed on Sep. 12, 2022, 13 pages.
Summons to Attend Oral Proceedings received for European Patent Application No. 15728352.4, mailed on May 12, 2020, 25 pages.
Summons to Attend Oral Proceedings received for European Patent Application No. 15728352.4, mailed on Nov. 18, 2019, 15 pages.
Summons to Attend Oral Proceedings received for European Patent Application No. 16201159.7, mailed on Feb. 4, 2021, 12 pages.
Summons to Attend Oral Proceedings received for European Patent Application No. 16201195.1, mailed on Sep. 4, 2018, 21 pages.
Summons to Attend Oral Proceedings received for European Patent Application No. 16201195.1, mailed on Sep. 12, 2022, 14 pages.
Summons to Attend Oral Proceedings received for European Patent Application No. 16201205.8, mailed on Jan. 28, 2020, 18 pages.
Summons to Attend Oral Proceedings received for European Patent Application No. 17799904.2, mailed on Dec. 20, 2021, 8 pages.
Summons to Attend Oral Proceedings received for European Patent Application No. 18208881.5, mailed on Jun. 29, 2022, 9 pages.
Summons to Attend Oral Proceedings received for European Patent Application No. 18713408.5, mailed on Apr. 30, 2021, 5 pages.
Summons to Attend Oral Proceedings received for European Patent Application No. 18830326.7, mailed on Feb. 25, 2021, 6 pages.
Summons to Attend Oral Proceedings received for European Patent Application No. 19150528.8, mailed on Mar. 15, 2022, 7 pages.
Summons to Attend Oral Proceedings received for European Patent Application No. 19194828.0, mailed on Feb. 3, 2022, 10 pages.
Summons to Attend Oral Proceedings received for European Patent Application No. 19194828.0, mailed on Feb. 10, 2022, 2 pages.
Summons to Attend Oral Proceedings received for European Patent Application No. 19766438.6, mailed on May 2, 2022, 16 pages.
Summons to Attend Oral Proceedings received for European Patent Application No. 20198076.0, mailed on Feb. 16, 2023, 8 pages.
Supplemental Notice of Allowance received for U.S. Appl. No. 12/207,370, mailed on Aug. 8, 2013, 2 pages.
Supplemental Notice of Allowance received for U.S. Appl. No. 15/899,996, mailed on Jul. 25, 2018, 2 pages.
Supplemental Notice of Allowance received for U.S. Appl. No. 17/955,311, mailed on May 26, 2023, 2 pages.
Tanaka et al., “Innovative Mobile Device of Apple Finally Appeared, Mobile Phone + iPod + Internet Terminal, iPhone”, Mac Fan, vol. 15, No. 9, Japan, Mainichi Communications Inc., Sep. 1, 2007, 16 pages.
Thanakulmas Thanit, “MasterCard Identity Check Facial Recognition Biometrics”, Available at <https://www.youtube.com/watch?v=g4sMbrkt1gl>, Oct. 10, 2016, 1 page.
The Youtube Tech Guy, “How to Setup Face Unlock on Your Android”, Available online at: https://www.youtube.com/watch?v=iJYFLYkYvTk, Apr. 12, 2012, 1 page.
Third Party Observations received for European Patent Application No. 15168475.0, mailed on Jul. 19, 2016, 4 pages.
Videoreborn, “Motorola Atrix 4g: Wet Fingerprint Scanner Better Than iPhone 5S Fingerprint Scanner!”, Youtube, available at <https://www.youtube.com/watch?v=MSJIIG93MPg>, Mar. 16, 2011, 2 pages.
Wang NA, “Research of Face Detection System Based on Mobile Phone Platform”, Video Engineering, vol. 36, No. 11, Nov. 2012, 5 pages.
Weiss et al., “Smartphone and Smartwatch-Based Biometrics using Activities of Daily Living”, IEEE Access, DOI: 10.1109/ACCESS.2019.2940729, vol. XX, 2017, 13 pages.
Wikipedia,“QR code”, Available online at: https://en.wikipedia.org/w/index.php?title=OR_code&oldid=452939488, Sep. 28, 2011, pp. 1-9.
Yongxi et al., “Application of RFID Technology in Mobile Payment”, China Academic Journal Electronic Publishing House,1994-2022, Nov. 25, 2012, pp. 97-99.
Zhang et al., “WristUnlock: Secure and Usable Smartphone Unlocking with Wrist Wearables”, IEEE Conference on Communications and Network Security (CNS), 2019, 9 pages.
amazon.com, “Visual ID on Echo Show”, Online Available at: <https://www.amazon.com/b?ie=UTF8&node=23615589011>, retrieved on Aug. 16, 2023, 3 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 17/725,311, mailed on Jan. 16, 2024, 6 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 18/105,191, mailed on Jan. 17, 2024, 2 pages.
Decision to Refuse received for Japanese Patent Application No. 2022-151495, mailed on Jan. 12, 2024, 14 pages (7 pages of English Translation and 7 pages of Official Copy).
Notice of Acceptance received for Australian Patent Application No. 2022279466, mailed on Jan. 10, 2024, 3 pages.
Notice of Allowance received for Japanese Patent Application No. 2022-100394, mailed on Jan. 12, 2024, 4 pages (1 page of English Translation and 3 pages of Official Copy).
Notice of Hearing received for Indian Patent Application No. 201817036875, mailed on Jan. 11, 2024, 3 pages.
Office Action received for Chinese Patent Application No. 201910901500.5, mailed on Dec. 22, 2023, 19 pages (6 pages of English Translation and 13 pages of Official Copy).
Non-Final Office Action received for U.S. Appl. No. 18/134,527, mailed on Oct. 6, 2023, 9 pages.
Office Action received for Japanese Patent Application No. 2022-100394, mailed on Sep. 29, 2023, 6 pages (3 pages of English Translation and 3 pages of Official Copy).
Office Action received for Japanese Patent Application No. 2022-151495, mailed on Sep. 29, 2023, 11 pages (5 pages of English Translation and 6 pages of Official Copy).
Office Action received for Korean Patent Application No. 10-2022-0150750, mailed on Sep. 20, 2023, 15 pages (7 pages of English Translation and 8 pages of Official Copy).
Office Action received for Korean Patent Application No. 10-2023-7024803, mailed on Sep. 19, 2023, 7 pages (3 pages of English Translation and 4 pages of Official Copy).
Corrected Notice of Allowance received for U.S. Appl. No. 17/496,716, mailed on Dec. 6, 2023, 2 pages.
FSS, “Mobile Banking”, Available online at: https://mobile.fssnet.co.in/mpayweb/Retrieved on: Dec. 5, 2023, 2 pages.
Notice of Hearing received for Indian Patent Application No. 201618024020, mailed on Nov. 21, 2023, 2 pages.
Non-Final Office Action received for U.S. Appl. No. 17/062,941, mailed on Nov. 24, 2023, 8 pages.
Notice of Acceptance received for Australian Patent Application No. 2022209019, mailed on Nov. 15, 2023, 3 pages.
Notice of Allowance received for Korean Patent Application No. 10-2022-7014519, mailed on Nov. 16, 2023, 7 pages (2 pages of English Translation and 5 pages of Official Copy).
Notice of Hearing received for Indian Patent Application No. 201617039493, mailed on Nov. 21, 2023, 3 pages.
Notice of Hearing received for Indian Patent Application No. 202018014786, mailed on Nov. 29, 2023, 3 pages.
Numnonda, Thanachart, “Mobile payment”, Software Park Thailand, Available online at: https://www.slideshare.net/softwarepark/mobile-payment, Nov. 23, 2010, 6 pages.
Office Action received for Australian Patent Application No. 2022200900, mailed on Nov. 30, 2023, 3 pages.
Office Action received for Chinese Patent Application No. 201910246439.5, mailed on Nov. 22, 2023, 20 pages (3 pages of English Translation and 17 pages of Official Copy).
Pouralinazar, Behzad, “The System for Secure Mobile Payment Transactions”, Available online at: https://www.diva-portal.org/smash/get/diva2:616934/FULLTEXT01.pdf, 2013, 78 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 17/962,369, mailed on Oct. 16, 2023, 4 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 18/134,527, mailed on Oct. 26, 2023, 2 pages.
Final Office Action received for U.S. Appl. No. 17/725,311, mailed on Oct. 13, 2023, 66 pages.
Non-Final Office Action received for U.S. Appl. No. 18/105,191, mailed on Oct. 13, 2023, 23 pages.
Notice of Allowance received for Japanese Patent Application No. 2020-184605, mailed on Oct. 10, 2023, 4 pages (1 page of English Translation and 3 pages of Official Copy).
Notice of Allowance received for Japanese Patent Application No. 2021-149549, mailed on Oct. 16, 2023, 4 pages (1 page of English Translation and 3 pages of Official Copy).
Office Action received for Australian Patent Application No. 2023203125, mailed on Oct. 10, 2023, 2 pages.
Final Office Action received for U.S. Appl. No. 17/062,941, mailed on Jun. 3, 2024, 12 pages,.
Intention to Grant received for European Patent Application No. 22150595.1, mailed on Jun. 7, 2024, 9 pages.
Non-Final Office Action received for U.S. Appl. No. 18/239,701, mailed on Jun. 7, 2024, 10 pages.
Notice of Acceptance received for Australian Patent Application No. 2023200797, mailed on May 21, 2024, 3 pages.
Office Action received for Japanese Patent Application No. 2022-163568, mailed on Jun. 3, 2024, 8 pages (4 pages of English Translation and 4 pages of Official Copy).
Corrected Notice of Allowance received for U.S. Appl. No. 17/725,311, mailed on Mar. 28, 2024, 2 pages.
Examiner's Answer to Appeal Brief received for U.S. Appl. No. 17/962,369, mailed on Apr. 10, 2024, 18 pages.
Non-Final Office Action received for U.S. Appl. No. 18/136,819, mailed on Apr. 10, 2024, 9 pages.
Notice of Allowance received for Chinese Patent Application No. 202211285112.7, mailed on Mar. 21, 2024, 2 pages (1 page of English Translation and 1 page of Official Copy).
Notice of Allowance received for U.S. Appl. No. 17/587,558, mailed on Apr. 3, 2024, 19 pages.
Office Action received for Chinese Patent Application No. 201880001546.5, mailed on Feb. 24, 2024, 21 pages (11 pages of English Translation and 10 pages of Official Copy).
Office Action received for Japanese Patent Application No. 2023-009554, mailed on Apr. 1, 2024, 4 pages (2 pages of English Translation and 2 pages of Official Copy).
Applicant-Initiated Interview Summary received for U.S. Appl. No. 18/105,191, mailed on Apr. 30, 2024, 2 pages.
Board Decision received for Chinese Patent Application No. 201910901500.5, mailed on Apr. 19, 2024, 2 pages (1 page of English Translation and 1 page of Official Copy).
Brief Communication Regarding Oral Proceedings received for European Patent Application No. 19160348.9, mailed on May 2, 2024, 4 pages.
Notice of Allowance received for Japanese Patent Application No. 2021-168243, mailed on Apr. 30, 2024, 4 pages (1 page of English Translation and 3 pages of Official Copy).
Notice of Allowance received for U.S. Appl. No. 17/725,311, mailed on May 1, 2024, 5 pages.
Notice of Allowance received for U.S. Appl. No. 18/134,527, mailed on May 8, 2024, 6 pages.
Notice of Hearing received for Indian Patent Application No. 201918003782, mailed on May 8, 2024, 2 pages.
Office Action received for Australian Patent Application No. 2023203469, mailed on Apr. 24, 2024, 4 pages.
Office Action received for Chinese Patent Application No. 201980064012.1, mailed on Mar. 19, 2024, 18 pages (10 pages of English Translation and 8 pages of Official Copy).
Office Action received for European Patent Application No. 19731554.2, mailed on May 8, 2024, 5 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 18/134,527, mailed on Mar. 14, 2024, 2 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 18/136,819, mailed on Mar. 19, 2024, 2 pages.
Non-Final Office Action received for U.S. Appl. No. 17/685,039, mailed on Mar. 26, 2024, 40 pages.
Notice of Hearing received for Indian Patent Application No. 202118009403, mailed on Mar. 15, 2024, 2 pages.
Office Action received for Australian Patent Application No. 2022203027, mailed on Mar. 14, 2024, 3 pages.
Office Action received for Chinese Patent Application No. 201911023090.5, mailed on Jan. 29, 2024, 27 pages (7 pages of English Translation and 20 pages of Official Copy).
Office Action received for Japanese Patent Application No. 2021-168243, mailed on Mar. 8, 2024, 4 pages (2 pages of English Translation and 2 pages of Official Copy).
Office Action received for Korean Patent Application No. 10-2023-7025821, mailed on Mar. 12, 2024, 11 pages (5 pages of English Translation and 6 pages of Official Copy).
Weiyi, Liu, “Financial Revolution in the Era of Internet Finance and Big Data”, China Electric Power Press, Apr. 30, 2014, 7 pages (Official Copy only) {See Communication Under Rule 37 CFR § 1.98(a) (3)}.
Corrected Notice of Allowance received for U.S. Appl. No. 17/587,558, mailed on Apr. 16, 2024, 2 pages.
Office Action received for Japanese Patent Application No. 2022-185685, mailed on Apr. 8, 2024, 8 pages (4 pages of English Translation and 4 pages of Official Copy).
Final Office Action received for U.S. Appl. No. 18/136,819, mailed on Mar. 4, 2024, 10 pages.
Notice of Allowance received for U.S. Appl. No. 17/732,222, mailed on Mar. 5, 2024, 14 pages.
Notice of Hearing received for Indian Patent Application No. 202018044420, mailed on Feb. 28, 2024, 2 pages.
Office Action received for Chinese Patent Application No. 201911022883.5, mailed on Jan. 6, 2024, 9 pages (4 pages of English Translation and 5 pages of Official Copy).
Office Action received for European Patent Application No. 22188377.0, mailed on Mar. 7, 2024, 7 pages.
Office Action received for Japanese Patent Application No. 2022-140146, mailed on Mar. 1, 2024, 8 pages (4 pages of English Translation and 4 pages of Official Copy).
Office Action received for Japanese Patent Application No. 2023-001790, mailed on Mar. 4, 2024, 10 pages (5 pages of English Translation and 5 pages of Official Copy).
Office Action received for Korean Patent Application No. 10-2022-0150750, mailed on Feb. 20, 2024, 7 pages (3 pages of English Translation and 4 pages of Official Copy).
Record of Oral Hearing received for U.S. Appl. No. 17/516,495, mailed on Mar. 5, 2024, 15 pages.
Applicant-Initiated Interview Summary received for U.S. Appl. No. 17/685,039, mailed on May 16, 2024, 4 pages.
Non-Final Office Action received for U.S. Appl. No. 18/205,495, mailed on May 23, 2024, 17 pages.
Notice of Allowance received for Chinese Patent Application No. 201910901500.5, mailed on May 6, 2024, 4 pages (1 page of English Translation and 3 pages of Official Copy).
Notice of Allowance received for U.S. Appl. No. 18/105,191, mailed on May 22, 2024, 8 pages.
Notice of Hearing received for Indian Patent Application No. 202018041558, mailed on May 20, 2024, 2 pages.
Office Action received for Chinese Patent Application No. 202011020666.5, mailed on Apr. 27, 2024, 21 pages (10 pages of English Translation and 11 pages of Official Copy).
Result of Consultation received for European Patent Application No. 19160348.9, mailed on May 8, 2024, 4 pages.
Brief Communication Regarding Oral Proceedings received for European Patent Application No. 19160348.9, mailed on Jun. 12, 2024, 1 page.
Corrected Notice of Allowance received for U.S. Appl. No. 18/134,527, mailed on Jun. 17, 2024, 2 pages.
Related Publications (1)
Number Date Country
20230401032 A1 Dec 2023 US
Provisional Applications (1)
Number Date Country
62739119 Sep 2018 US
Continuations (2)
Number Date Country
Parent 17409570 Aug 2021 US
Child 18237849 US
Parent 16456839 Jun 2019 US
Child 17409570 US