Redundant mobile video recording

Information

  • Patent Grant
  • 11950017
  • Patent Number
    11,950,017
  • Date Filed
    Tuesday, May 17, 2022
    2 years ago
  • Date Issued
    Tuesday, April 2, 2024
    a month ago
Abstract
Systems, methods, and computer-readable media are provided for redundantly storing and authenticating event related video data from one or more cameras using a video recording manager device. Additional copies of event related video data are persisted across various storage devices including any combination of internal camera storage, remote storage, and one or more storage mediums associated with the video recording manager device. The stored video data is augmented with authentication metadata to preserve the authenticity such that the video data is suitable as evidence.
Description
TECHNICAL FIELD

Embodiments of the invention relate to video recording. More specifically, embodiments of the invention relate to redundant storage for mobile video recording.


Traditional video recordings lack the reliability to be properly authenticated and used as evidence in legal proceedings. Further, existing video recording systems fail to provide redundant storage of said video recordings, which makes the recordings vulnerable to tampering and loss. Further still, traditional video recordings fail to incorporate additional information associated with a triggering event, which would otherwise provide additional authentication and insight into the event.


SUMMARY

Embodiments of the invention solve the above-mentioned problems by providing systems, methods, and computer-readable media for storing and authenticating event related video data. Redundant storage of additional copies of event related video data provides further reliability and security, which, in some cases, makes the video data more suitable as evidence. Further, bi-directional communication between a video recording manager device and one or more cameras provides additional opportunities in terms of allocating recording and storage resources, as well as providing a control hierarchy for optimizing the security and reliability of recording operations.


In some aspects, the techniques described herein relate to a video recording authentication system for redundantly storing event related video data, the video recording authentication system including: one or more cameras configured to continuously record video data, wherein each of the one or more cameras includes an internal storage medium using a circular storage buffer for storing the continuously recorded video data; at least one sensor; and a video recording manager device communicatively coupled to the one or more cameras and the at least one sensor, the video recording manager device configured to transmit a triggering event signal to the one or more cameras based on a triggering event indication received from the at least one sensor, the video recording manager device including: a first storage medium storing triggering event related video data received from the one or more cameras, the triggering event related video data including at least a portion of the video data stored in the circular storage buffer recorded prior to receiving the triggering event indication and authentication metadata associated with the triggering event indication for authenticating the triggering event related video data; a second storage medium storing an additional copy of the triggering event related video data received from the one or more cameras, wherein the second storage medium is removable from the video recording manager device; and a wireless transceiver configured to transmit the triggering event related video data including the authentication metadata over a wireless network to a cloud-based storage system.


In some aspects, the techniques described herein relate to a video recording authentication system, wherein each of the one or more cameras, the at least one sensor, and the video recording manager device are mounted within a law enforcement vehicle.


In some aspects, the techniques described herein relate to a video recording authentication system, wherein the at least one sensor includes a proximity tag reader.


In some aspects, the techniques described herein relate to a video recording authentication system, wherein the authentication metadata is augmented to include proximity tag data indicative of an officer identifier associated with a law enforcement officer in proximity to the law enforcement vehicle.


In some aspects, the techniques described herein relate to a video recording authentication system, wherein the at least one sensor includes a GPS receiver and the authentication metadata further includes location information.


In some aspects, the techniques described herein relate to a video recording authentication system, wherein the one or more cameras include a body-mounted camera mounted on a law enforcement officer, the body-mounted camera including a wireless transceiver for communicating with the video recording manager device.


In some aspects, the techniques described herein relate to a video recording authentication system, wherein the internal storage medium of the one or more cameras includes a partitioned storage including a first portion associated with the circular storage buffer and a second portion for storing the triggering event related video data.


In some aspects, the techniques described herein relate to a method for redundantly storing event related video data, the method including: continuously recording video data using one or more cameras; storing the continuously recorded video data from the one or more cameras within an internal storage medium of each respective camera; receiving, via a video recording manager device, a triggering event indication from at least one sensor; responsive to receiving the triggering event indication, transmitting, via the video recording manager device, a triggering event signal to the one or more cameras, the triggering event signal initiating a triggering event recording procedure within each of the one or more cameras; receiving triggering event related video data from the one or more cameras into the video recording manager device, the triggering event related video data including at least a portion of the video data stored in the internal storage medium recorded prior to receiving the triggering event indication; storing the triggering event related video data within a first storage medium of the video recording manager device along with authentication metadata associated with the triggering event indication for authenticating the triggering event related video data; storing an additional copy of the triggering event related video data within a second storage medium of the video recording manager device along with the authentication metadata; and transmitting, from the video recording manager device, the triggering event related video data with the authentication metadata to a cloud-based storage system.


In some aspects, the techniques described herein relate to a method, further including: transmitting, from the video recording manager device, the authentication metadata to the one or more cameras to authenticate the video data stored in the internal storage medium of each respective camera.


In some aspects, the techniques described herein relate to a method, further including: preventing overwriting of the triggering event related video data on the internal storage medium of each of the one or more cameras before the triggering event related video data is stored by the cloud-based storage system.


In some aspects, the techniques described herein relate to a method, further including: receiving, at the video recording manager device, a confirmation message confirming storage of the triggering event related video data by the cloud-based storage system; and responsive to receiving the confirmation message, allowing overwriting of the triggering event related video data from the internal storage of each of the one or more cameras.


In some aspects, the techniques described herein relate to a method, further including: comparing the triggering event related video data to the additional copy of the triggering event related video data to authenticate the triggering event related video data as evidence.


In some aspects, the techniques described herein relate to a method, wherein the triggering event signal transmitted by the video recording manager device includes an instruction to adjust a set of recording parameters of the one or more cameras based at least in part on a type of the triggering event indication.


In some aspects, the techniques described herein relate to a method, wherein the set of recording parameters includes a video resolution, a frame rate, and a shutter speed.


In some aspects, the techniques described herein relate to one or more non-transitory computer-readable media storing computer-executable instructions that, when executed by at least one processor, perform a method for redundantly storing event related video data, the method including: continuously recording video data using one or more cameras; storing the continuously recorded video data from the one or more cameras within an internal storage medium of each respective camera using a circular storage buffer; receiving, via a video recording manager device, a triggering event indication from at least one sensor; responsive to receiving the triggering event indication, transmitting, via the video recording manager device, a triggering event signal to the one or more cameras, the triggering event signal initiating a triggering event recording procedure within each of the one or more cameras; receiving triggering event related video data from the one or more cameras into the video recording manager device, the triggering event related video data including at least a portion of the video data stored in the circular storage buffer recorded prior to receiving the triggering event indication; storing the triggering event related video data within a first storage medium of the video recording manager device along with authentication metadata associated with the triggering event indication for authenticating the triggering event related video data; and storing an additional copy of the triggering event related video data within a second storage medium of the video recording manager device along with the authentication metadata.


In some aspects, the techniques described herein relate to a computer-readable media, further including: transmitting, from the video recording manager device, the triggering event related video data with the authentication metadata to a cloud-based storage system.


In some aspects, the techniques described herein relate to a computer-readable media, further including: responsive to the triggering event signal, transferring the one or more cameras from a standard continuous recording mode into a triggering event recording mode.


In some aspects, the techniques described herein relate to a computer-readable media, wherein the triggering event recording mode is associated with an updated set of video recording parameters for increasing a video quality of the triggering event related video data compared to the standard continuous recording mode.


In some aspects, the techniques described herein relate to a computer-readable media, wherein the standard continuous recording mode is associated with a pixel resolution of 720p and the triggering event related video data is associated with a pixel resolution selected from the set consisting of 1080p and 4K.


In some aspects, the techniques described herein relate to a computer-readable media, wherein the circular storage buffer includes a temporary first-in-first-out storage procedure operable to store up to 168 hours of video data.


This summary is provided to introduce a selection of concepts in a simplified form that are further described below in the detailed description. This summary is not intended to identify key features or essential features of the claimed subject matter, nor is it intended to be used to limit the scope of the claimed subject matter. Other aspects and advantages of the invention will be apparent from the following detailed description of the embodiments and the accompanying drawing figures.





BRIEF DESCRIPTION OF THE DRAWING FIGURES

Embodiments of the invention are described in detail below with reference to the attached drawing figures, wherein:



FIG. 1 depicts an exemplary hardware platform for certain embodiments of the invention;



FIG. 2 depicts an exemplary video recording authentication system relating to some embodiments of the invention;



FIG. 3 depicts an exemplary operational environment relating to some embodiments of the invention;



FIG. 4 depicts an exemplary video recording diagram relating to some embodiments of the invention;



FIG. 5 depicts an exemplary storage diagram relating to some embodiments of the invention; and



FIG. 6 depicts an exemplary method for authenticatable redundant video recording and storage relating to some embodiments of the invention.





The drawing figures do not limit the invention to the specific embodiments disclosed and described herein. The drawings are not necessarily to scale, emphasis instead being placed upon clearly illustrating the principles of the invention.


DETAILED DESCRIPTION

The following detailed description references the accompanying drawings that illustrate specific embodiments in which the invention can be practiced. The embodiments are intended to describe aspects of the invention in sufficient detail to enable those skilled in the art to practice the invention. Other embodiments can be utilized and changes can be made without departing from the scope of the invention. The following detailed description is, therefore, not to be taken in a limiting sense. The scope of the invention is defined only by the appended claims, along with the full scope of equivalents to which such claims are entitled.


In this description, references to “one embodiment,” “an embodiment,” or “embodiments” mean that the feature or features being referred to are included in at least one embodiment of the technology. Separate references to “one embodiment,” “an embodiment,” or “embodiments” in this description do not necessarily refer to the same embodiment and are also not mutually exclusive unless so stated and/or except as will be readily apparent to those skilled in the art from the description. For example, a feature, structure, act, etc. described in one embodiment may also be included in other embodiments, but is not necessarily included. Thus, the technology can include a variety of combinations and/or integrations of the embodiments described herein.


Turning first to FIG. 1, an exemplary hardware platform for certain embodiments of the invention is depicted. Computer 102 can be a desktop computer, a laptop computer, a server computer, a mobile device such as a smartphone or tablet, or any other form factor of general- or special-purpose computing device. Depicted with computer 102 are several components, for illustrative purposes. In some embodiments, certain components may be arranged differently or absent. Additional components may also be present. Included in computer 102 is system bus 104, whereby other components of computer 102 can communicate with each other. In certain embodiments, there may be multiple busses or components may communicate with each other directly. Connected to system bus 104 is the central processing unit CPU 106. Also attached to system bus 104 are one or more random-access memory (RAM) modules 108. Also attached to system bus 104 is graphics card 110. In some embodiments, graphics card 110 may not be a physically separate card, but rather may be integrated into the motherboard or the CPU 106. In some embodiments, graphics card 110 has a separate graphics-processing unit (GPU) 112, which can be used for graphics processing or for general purpose computing (GPGPU). Also on graphics card 110 is GPU memory 114. Connected (directly or indirectly) to graphics card 110 is display 116 for user interaction. In some embodiments no display is present, while in others it is integrated into computer 102. Similarly, peripherals such as keyboard 118 and mouse 120 are connected to system bus 104. Like display 116, these peripherals may be integrated into computer 102 or absent. Also connected to system bus 104 is local storage 122, which may be any form of computer-readable media, and may be internally installed in computer 102 or externally and removably attached.


Computer-readable media include both volatile and nonvolatile media, removable and nonremovable media, and contemplate media readable by a database, as well as transitory and non-transitory forms of media. For example, computer-readable media include (but are not limited to) RAM, ROM, EEPROM, flash memory or other memory technology, CD-ROM, digital versatile discs (DVD), holographic media or other optical disc storage, magnetic cassettes, magnetic tape, magnetic disk storage, and other magnetic storage devices. These technologies can store data temporarily or permanently. However, unless explicitly specified otherwise, the term “computer-readable media” should not be construed to include physical, but transitory, forms of signal transmission such as radio broadcasts, electrical signals through a wire, or light pulses through a fiber-optic cable. Examples of stored information include computer-useable instructions, data structures, program modules, and other data representations.


Finally, network interface card (NIC) 124 is also attached to system bus 104 and allows computer 102 to communicate over a network such as local network 126. NIC 124 can be any form of network interface known in the art, such as Ethernet, ATM, fiber, Bluetooth®, or Wi-Fi (i.e., the IEEE 802.11 family of standards). NIC 124 connects computer 102 to local network 126, which may also include one or more other computers, such as computer 128, and network storage, such as data store 130. Generally, a data store such as data store 130 may be any repository from which information can be stored and retrieved as needed. Examples of data stores include relational or object oriented databases, spreadsheets, file systems, flat files, directory services such as LDAP and Active Directory, or email storage systems. A data store may be accessible via a complex API (such as, for example, Structured Query Language), a simple API providing only read, write and seek operations, or any level of complexity in between. Some data stores may additionally provide management functions for data sets stored therein such as backup or versioning. Data stores can be local to a single computer such as computer 128, accessible on a local network such as local network 126, or remotely accessible over Internet 132. Local network 126 is in turn connected to Internet 132, which connects many networks such as local network 126, remote network 134 or directly attached computers such as computer 136. In some embodiments, computer 102 can itself be directly connected to Internet 132.


Turning now to FIG. 2, one example of a video recording authentication system 200 is depicted relating to some embodiments of the invention. In some embodiments, the video recording authentication system 200 comprises one or more cameras 202. In some embodiments, the one or more cameras 202 may comprise any combination of video cameras, still cameras, and microphones. For example, in some embodiments, the one or more cameras comprises a video camera configured to record both video and audio data. In some embodiments, the one or more cameras 202 may comprise mobile battery-powered cameras. Alternatively, or additionally, the one or more cameras 202 may be powered or charged from an external power source. For example, if the one or more cameras 202 are installed within a vehicle they may be electrically connected to the vehicle electrical systems such that the one or more cameras 202 may receive power from a vehicle battery of the vehicle. In some embodiments, each of the one or more cameras comprises an internal storage medium 204, as shown. Accordingly, the internal storage medium 204 may be configured to store video data captured by each respective camera of the one or more cameras 202. It should be understood that in some embodiments, each respective camera of the one or more cameras 202 comprise a video camera and that said video camera may further include one or more microphones such that the video camera is configured to capture both audio data and video data.


In some embodiments, the one or more cameras 202 are adapted to various different recording environments. For example, the one or more cameras 202 may be adapted to operate at a wide temperature range such that video recording quality is not affected by extreme temperatures. Additionally, the one or more cameras 202 may be suitable for recording under extreme vibration and other physically challenging recording circumstances. In some embodiments, at least one of the one or more cameras 202 may comprise a vibration dampening mounting structure which reduces vibration to increase recording quality. Further, in some embodiments, various software techniques may be used on the backend to remove vibration effects from video data. For example, an optical tracking algorithm may be applied to remove vibration effects after the video data has been recorded.


In some embodiments, the video recording authentication system 200 further comprises a sensor 206 or a plurality of such sensors. In some embodiments, the sensor 206 comprises any of a radio frequency identifier (RFID) tag reader, an accelerometer, a global positioning system (GPS) receiver, a motion sensor, an acoustic sensor, a pressure sensor, or other suitable types of sensors. Embodiments are contemplated in which the sensor 206 may be incorporated into one of the one or more cameras 202. For example, in some embodiments, the sensor 206 comprises an RFID tag reader disposed on or within at least one of the one or more cameras 202.


In some embodiments, the video recording authentication system 200 comprises a video recording manager device 210, as shown, for managing one or more sets of video data from the one or more cameras 202. Accordingly, in some embodiments, the video recording manager device 210 may be communicatively coupled to the one or more cameras 202. In some such embodiments, any combination of wired and wireless communication connections are contemplated. For example, in some embodiments, a BLUETOOTH wireless connection may be established between at least one of the one or more cameras 202 and the video recording manager device 210. Additionally, in some embodiments, a wired connection may be established, for example, using a USB or Ethernet connection, to transmit signals between the video recording manager device 210 and the one or more cameras 202.


In some embodiments, the communication connection between the video recording manager device 210 and the one or more cameras 202, whether wired or wireless, allows for video data captured from the one or more cameras 202 to be transmitted to the video recording manager device 210 and control signals to be communicated from the video recording manager device 210 to the one or more cameras 202. Further, embodiments are contemplated in which control signals may additionally be transmitted from the one or more cameras 202 to the video recording manager device 210. Accordingly, the communication connection may be established such that bidirectional communication is supported between the video recording manager device 210 and the one or more cameras 202. The bidirectional communication connection between the video recording manager device 210 and the one or more cameras 202 allows both control and data signals to be transmitted back and forth from the one or more cameras 202. Accordingly, embodiments are contemplated in which the video recording manager device 210 provides control signals for controlling recording operations of the one or more cameras 202 based at least in part on data signals received from the one or more cameras 202. Further still, the video recording manager device 210 may monitor parameters of the one or more cameras 202 such as, for example, battery life, remaining storage capacity, recording quality, as well as other camera-specific parameters.


In some embodiments, the video recording manager device 210 comprises a first storage medium 212 and a second storage medium 214 disposed within the video recording manager device 210. In some such embodiments, the first storage medium 212 and the second storage medium 214 are configured to store video data captured by the one or more cameras 202 in addition to related metadata, as will be described in further detail below. In some embodiments, at least one of the storage mediums may be removable from the video recording manager device 210. For example, in some embodiments, the second storage medium 214 is removably mounted within or onto the video recording manager device 210. In one example, the second storage medium 214 comprises a removable USB flash memory device, an SD card, or the like, such that the second storage medium 214 may be added and removed from the video recording manager device 210 to physically transfer the contents of the second storage medium 214, which as described above may include video data captured by the one or more cameras 202.


In some embodiments, the video recording manager device 210 further comprises a controller 216 disposed within the video recording manager device 210. In some embodiments, the controller 216 is configured to control the operation of the video recording manager device 210. For example, the controller 216 may monitor data received from the one or more cameras 202 and the sensor 206 to determine instructions to be sent to the one or more cameras 202 and to further instruct storage of data on the first storage medium 212 and the second storage medium 214. In some embodiments, the controller 216 further instructs storage on the internal storage medium 204 of each respective camera of the one or more cameras 202. In some embodiments, the controller 216 monitors a signal received from the sensor 206 to determine a triggering event. For example, in some embodiments, the sensor 206 may provide a signal including a triggering event indication which initiates a triggering event procedure of the video recording manager device 210.


In some embodiments, a number of different types of triggering events are contemplated including a variety of manually and automatically initiated triggers. For example, in some embodiments, a triggering event may be initiated by a law enforcement officer of other user performing any of a number of actions such as flashing lights, braking, activating sirens of a law enforcement vehicle, as well as driver monitoring parameters such as, using a cell phone, not wearing a seatbelt, or falling asleep. Further, in some embodiments, triggering events may be initiated based on vehicle-specific parameters such as lane departer and following too close to another vehicle, as well as other vehicle-specific parameters such that instances of traffic accidents may be recorded as event-related video data.


In some embodiments, the video recording manager device 210 further comprises a wireless transceiver 218 that may be internal or external to the video recording manager device 210. In some such embodiments, the wireless transceiver 218 may comprise a radio transceiver for receiving and transmitting radio waves. Additionally, in some embodiments, the video recording manager device 210 comprises a Wi-Fi transceiver 220 that may be internal or external to the video recording manager device 210. Here, the Wi-Fi transceiver 220 may be configured to wirelessly transmit and receive Wi-Fi signals over a network. Embodiments are contemplated in which either of the wireless transceiver 218 or the Wi-Fi transceiver 220 may be used to establish communication with the one or more cameras 202 and/or the sensor 206. Alternatively, or additionally, in some embodiments, as described above, the one or more cameras 202 and the sensor 206 may be communicatively coupled via a wired connection. Further still, embodiments are contemplated in which a devoted wireless connection may be established with each of the one or more cameras 202. For example, one or more additional wireless transceivers may be included to communicate with the one or more cameras 202.


In some embodiments, the wireless transceiver 218 and/or the Wi-Fi transceiver 220 are operable to communicate with a cloud-based storage system 230. In some embodiments, the cloud-based storage system 230 comprises a cloud data store 232, as shown, for remotely storing data. As such, embodiments are contemplated in which video data captured by the one or more cameras 202 is transmitted to the cloud-based storage system 230 from the video recording manager device 210 and stored in the cloud data store 232. For example, in some embodiments, it may be desirable to store the video data within the cloud data store 232 to provide a redundant copy of the video data which is insured against physical destruction of the video recording manager device 210 and the one or more cameras 202. In some such embodiments, the video data may be transmitted to the cloud-based storage system 230, for example, by using the Wi-Fi transceiver 220 to transmit the video data over a wireless network.


In some embodiments, the recording and storage parameters of the one or more cameras 202 may be controlled based on various signals monitored by the video recording manager device 210. For example, in some embodiments, a sensor 206 (or a plurality of such sensors) may be used to monitor ambient conditions such that the video recording manager device 210 can provide control signals for optimizing recording based on said ambient conditions. In one example, a humidity sensor such as a hygrometer may be used to measure the amount of water vapor in the ambient air such that the recording parameters may be adjusted for recording in a foggy environment. Further still, embodiments are contemplated in which the one or more cameras 202 may include internal fans for reducing or removing condensation from the camera lens. In another example, a sensor may be included for monitoring the ambient lighting conditions. Accordingly, the video recording manager device 210 may adjust the recording parameters such as by instructing the one or more cameras 202 to switch into a night-vision recording mode. Embodiments are also contemplated in which the one or more cameras 202 may be controlled individually. For example, in some embodiments, the one or more cameras 202 include an internal controller interfacing with one or more sensors to perform any of the operations described herein with respect to the controller 216 and the sensors 206.


Additionally, embodiments are contemplated in which computer-vision techniques may be applied for monitoring video data from the one or more cameras 202. For example, in some embodiments, the video recording manager device 210 may utilize computer vision to identify objects within the video data and control recording parameters accordingly. In one example, computer-vision may determine that one of the cameras is covered by an object or obstacle such that an event scene is not visible. Based on this determination, the video recording manager device 210 may transmit a signal to the camera to adjust the recording angle to move around the obstacle or alternatively, to turn the camera off to save storage space and battery life. Further still, computer-vision techniques may be utilized to identify persons or objects of interest and focus or adjust recording parameters to ensure the persons or objects of interest are clearly visible within the video data. In some embodiments, the computer-vision techniques may be applied using any combination of additional hardware and software. For example, a computer-vision algorithm may be applied using the controller 216 to analyze the received video data. Alternatively, in some embodiments, said computer-vision techniques may be applied independently by the one or more cameras 202, for example, using a respective internal controller of each of the one or more cameras 202.


Turning now to FIG. 3, an exemplary operational environment is depicted relating to some embodiments of the invention. In some embodiments, a vehicle 302 may be included which may be a law enforcement vehicle, as shown. In some such embodiments, the vehicle 302 may include any number of vehicle-mounted cameras, such as, for example, a front vehicle-mounted camera 304 and a rear vehicle-mounted camera 306, as shown. In some such embodiments, the front vehicle-mounted camera 304 may be rear-facing and configured to record an interior of the vehicle 302, while the rear vehicle-mounted camera 306 may be front-facing and configured to record an interior of the vehicle 302. Additionally, or alternatively, vehicle-mounted cameras may be included for recording exterior views of the vehicle 302. For example, in some embodiments, a front-facing front vehicle mounted camera may be included for recording video data in front of the vehicle. It should be understood that in some embodiments, any number of vehicle-mounted cameras may be included for recording video data at any angle respective to the vehicle 302. Further, embodiments are contemplated in which the cameras may be rotatably mounted within the vehicle 302 such that the angle may be selectable. Further still, in some embodiments, the angle of the vehicle-mounted cameras may be adjusted automatically, for example, based on instructions received from the controller 216. In some embodiments, either or both of the front vehicle-mounted camera 304 and the rear vehicle-mounted camera 306 may perform any of the actions described herein with respect to the one or more cameras 202. For example, in some embodiments, each of the front vehicle-mounted camera 304 and the rear vehicle-mounted camera 306 comprise an internal storage medium 204 configured to store recorded video data.


In some embodiments, any number of sensors may be included within the vehicle 302. In some embodiments, a GPS receiver 308 may be included for collecting location data associated with the vehicle 302. In some embodiments, one or more additional sensors 310 may be included for collected data associated with the vehicle 302 or additional data related to a triggering event. In some embodiments, the GPS receiver 308 and the one or more additional sensors 310 may be communicatively coupled to the video recording manager device 210. For example, in some such embodiments, the GPS receiver 308 and the one or more additional sensors 310 may perform similar operations as described herein with respect to the sensor 206. Embodiments are contemplated in which existing sensors of the vehicle 302 may be incorporated into the video recording system by establishing communication with the video recording manager device 210. Said communication may include any suitable forms of wireless or wired communication connections, such as, BLUETOOTH, Wi-Fi, Ethernet, USB, and other suitable communication connections.


In some embodiments, an operator 320, who may be a law enforcement officer, wears a body-mounted camera 322. For example, the body-mounted camera 322 may comprise a video camera including a clip for securing the camera to a shirt or other garment of the operator 320. In some embodiments, the operator 320 may also include a proximity tag 324. For example, the proximity tag 324 may be included within a badge of the law enforcement officer and is associated with a unique officer identifier for identifying the law enforcement officer. Accordingly, embodiments are contemplated in which the one or more additional sensors 310 include a proximity tag reader operable to read the proximity tag 324 for determining the presence of the operator 320. For example, in some embodiments, the proximity tag reader captures proximity tag data including an officer identifier which may be included within the authenticated video data. In some embodiments, the proximity tag data may be timestamped or even included within individual frames of the video data such that the video data shows when the operator is present within video data even if the operator 320 is off screen.


In some embodiments, the video recording manager device 210 is further interfaced with the electronics of the vehicle 302 such that various aspects of the vehicle 302 may be monitored in order to detect a triggering event. For example, in some embodiments, the video recording manager device 210 may receive a signal from the electronics of the vehicle 302 indicative of an airbag status, such that a triggering event can be associated with deployment of the airbags. It should be understood that various other vehicle-specific parameters may be monitored and potentially associated with triggering events.


It should be understood that, though embodiments of the invention are described above as relating to law enforcement, additional embodiments are contemplated that relate to other operational environments. For example, in some embodiments, the video recording/authentication systems and methods described herein may be employed for general security recording and surveillance applications. As such, said systems may include any number of cameras, which may be vehicle-mounted, body-mounted, or mounted onto stationary structures such as buildings. Further, embodiments may be employed for monitoring delivery operations and other services.


Turning now to FIG. 4, an exemplary video recording diagram 400 is depicted relating to some embodiments of the invention. In some embodiments, one or more sets of individual video data 402 paired with individual video metadata 404 are received at a combiner 406, as shown. In some embodiments, the combiner 406 may be included within the video recording manager device 210. For example, in some embodiments, the controller 216 may be operable to perform the combining operations described herein with respect to the combiner 406. In some such embodiments, each of the sets of individual video data 402 are received from a respective one of the one or more cameras 202. Accordingly, the individual video metadata 404 may include an identifier associated with the respective camera such that the individual video metadata 404 may be used to identify the particular camera of the one or more cameras 202 that recorded the individual video data 402.


In some embodiments, the combiner 406 also receives one or more sets of sensor data 408 from one or more respective sensors. The combiner 406 is configured to combine the one or more sets of individual video data 402 and the one or more sets of sensor data 408. In some embodiments, the combiner 406 combines multiple streams of video data and sensor data in real time, such that live streams are combined as they are recorded by the one or more cameras 202. Alternatively, in some embodiments, the video data may be combined after completion of the triggering event. For example, the video data may be combined directly after completion of the triggering event responsive to a completion indication or at a later time such as, an hour, a day, a week, or another suitable period of time after the triggering event. Further, in some embodiments, the video data may be combined at any time in response to a manual combination request submitted by a user.


In some embodiments, the combiner 406 outputs a set of composite authenticated video data 410, as shown. Here, the composite authenticated video data 410 comprises authentication metadata 412 and the one or more sets of individual video data 402 received from the one or more cameras 202. In some embodiments, the authentication metadata includes any of the sensor data 408, a triggering event indication, a time stamp, a user identifier, one or more digital signatures, as well as other data suitable to authenticate the video data. In some embodiments, a digital signature may be added to each set of individual video data 402 (for example, within the individual video metadata 404 corresponding to the individual video data 402) to identify the camera which recorded the individual video data 402. Further, in some embodiments, a digital signature associated with the video recording manager device 210 may be included within the authentication metadata 412 to identify the video recording manager device 210. In some such embodiments, the digital signature may include a unique identifier corresponding to the video recording manager device 210. In some embodiments, additional digital signatures may be included for identifying the sensor 206.


Turning now to FIG. 5, an exemplary storage diagram 500 is depicted relating to some embodiments of the invention. In some embodiments, the internal storage medium 204 of the one or more cameras 202 may be partitioned, as shown. Here, the internal storage medium 204 may include a first portion 502, which in some embodiments, includes a circular storage buffer 504, as shown. The circular storage buffer 504 is configured to continuously store video data by overwriting previously stored video data 506 with new video data 508. In some embodiments, the circular storage buffer 504 comprises a temporary first-in-first-out storage procedure operable to store up to one week or 168 hours of video data. However, embodiments are contemplated in which different sizes of storage media may be used that may store varying amounts of video data.


It should be understood that the amount of video data that can be stored depends further on the specific recording parameters of the video data. For example, a set of video data with a resolution of 2160 pixels (2160p or 4K) or 1080 pixels (1080p) may require significantly more storage than video data with a lower resolution. Thus, a similar storage device may be operable to store about 168 hours of standard quality video data at a resolution of 720 pixels (720p) or about 70 hours of higher quality video data at a resolution of 1080p. Further still, embodiments are contemplated in which a combination of video data at multiple resolutions may be stored.


In some embodiments, the internal storage medium 204 further comprises a second portion 510. Here, the second portion 510 may be configured to store triggering event related video data 512 along with authentication metadata 514. In some embodiments, the triggering event related video data 512 may be received from the video recording manager device 210. For example, in some embodiments, the composite authenticated video data 410 may be communicated back to the one or more cameras 202 and stored within the internal storage medium 204 of each camera. Alternatively, in some embodiments, the triggering event related video data 512 may comprise video data transferred from the circular storage buffer 504 based on a received triggering event signal. For example, in some embodiments, the internal storage medium 204 may be configured to automatically transfer a portion of the video data in the circular storage buffer 504 to the second portion 510 responsive to receiving a triggering event signal. Accordingly, the video data leading up to a triggering event indication may be captured and preserved within the triggering event related video data 512. In some embodiments, the triggering event related video data 512 comprises video data captured prior to receiving the triggering event indication, as well as video data recorded for a predetermined period of time after receiving the triggering event indication. In some embodiments, the predetermined period of time may be adjusted based on a type of triggering event.


Additionally, embodiments are contemplated in which alternative storage procedures may be included. For example, in some embodiments, video data may be continuously recorded at a high video quality such as a resolution of 1080p or 4K. Here, the high-quality video data may be stored within the circular buffer for a predetermined period of time. If a triggering event occurs at least a portion of the high-quality video data may be transmitted to the video recording manager device 210. Alternatively, if no triggering event occurs over the predetermined period of time, the high-quality video data may be deleted or converted into a lower quality to increase storage availability. For example, the video data may initially be stored at the resolution of 1080p or 4K and after an hour be converted to a resolution of 720p or lower such that the video data occupies less storage space in the internal storage medium 204 of the one or more cameras 202. By initially storing video data at a high quality, the video data may be retroactively captured as event data leading up to a triggering event while maintaining high video quality. Further, since the high-quality storage may only be temporary, additional benefits in terms of storage capacity are achieved. Further still, embodiments are contemplated in which the predetermined time period for temporarily storing high-quality video data may be determined based at least in part on the remaining storage capacity or a signal received from the video recording manager device 210, such that, if storage is available high-quality video data may be captured and maintained. Accordingly, all of the available storage space may be utilized based on availability such that the storage is optimized for various recording environments.


In some embodiments, the one or more cameras may be configured to continuously record video data at a lower video quality with a lower resolution and lower bit rate to reduce the data resources used. Here, a higher video quality with a higher resolution and higher bit rate may be used while recorded event-related video data to increase the video quality of the event-related video data. In some embodiments, various other resolutions and bit rates may be used. For example, in some embodiments, a 4K resolution may be used to record at a higher video quality, while a pixel resolution of 720p or 1080p may be used for a lower video quality. Alternatively, in some embodiments, a single video quality may be used for both continuous recording and event-related recording.


Turning now to FIG. 6, an example of a method 600 for authenticatable redundant video recording and storage is depicted relating to some embodiments of the invention. It should be understood that, in some embodiments, any of the steps described herein with respect to method 600 may be executed on at least one processor. For example, in some embodiments, at least a portion of the steps may be carried out by a processor associated with the controller 216 of the video recording manager device 210. Additionally, embodiments are contemplated in which processing may be split between two or more processors with a first processor performing a first portion of steps and a second processor performing a second portion of steps.


At step 602, video data is recorded at the one or more cameras 202. In some embodiments, the video data is continuously recorded at each camera. Further, in some embodiments, the video data further comprises audio data recorded by one or more microphones associated with each respective camera. In some embodiments, continuously recording video data allows the preservation of video footage leading up to a triggering event.


At step 604, the recorded video data is stored on each of the one or more cameras 202. In some embodiments, the video data may be stored within the internal storage medium 204 of each camera. Further, in some embodiments, the circular storage buffer 504 may be used to continuously record video data from each respective camera.


At step 606, a triggering event indication is received from at least one sensor, such as sensor 206. In some embodiments, the triggering event indication may comprise sensor data received from the sensor 206, which is monitored by the video recording manager device 210. Accordingly, embodiments are contemplated in which the sensor 206 does not identify or classify the sensor data as including a triggering event indication. Instead, in such embodiments, the sensor 206 provides raw sensor data to the video recording manager device 210 and the video recording manager device 210 determines whether the raw sensor data comprises a triggering event indication. Alternatively, or additionally, in some embodiments, the sensor 206 may be operable to identify triggering event indications. Further still, embodiments are contemplated in which the triggering event indication may be received manually by an operator. For example, the sensor 206 may comprise a button or other interface element operable to receive an input which provides a triggering event indication. For example, an operator may manually opt to initiate a triggering event by providing such an input, which may be received in proximity to the video recording manager device 210 or may be received remotely. For example, embodiments are contemplated which allow a remote operator to transmit a triggering event indication input over a network to the video recording manager device 210.


At step 608, a triggering event signal is transmitted from the video recording manager device 210 to the one or more cameras 202. In some embodiments, the triggering event signal is transmitted in response to receiving the triggering event indication from the at least one sensor. For example, when the video recording manager device 210 receives sensor data which is indicative of a triggering event the video recording manager device 210 transmits the triggering event signal such that a triggering event procedure is initiated within the system. In some embodiments, the triggering event signal changes the operation and/or recording parameters of the one or more cameras 202. In some embodiments, the triggering event signal requests video data from the one or more cameras 202.


In some embodiments, the triggering event signal is operable to control video recording parameters of the one or more cameras 202. For example, in some embodiments, the triggering event signal instructs the one or more cameras 202 to switch from a standard continuous recording mode to a triggering event recording mode that may be associated with higher quality recording parameters. In some embodiments, the triggering event signal adjusts one or more recording parameters of the one or more cameras 202, such as, any of a video resolution, a frame rate, a shutter speed, as well as other recording parameters. In some embodiments, it may be desirable to increase video recording quality for a certain duration of time associated with a triggering event, such that the aspects of the event are suitably captured.


At step 610, triggering event related video data is received from the one or more cameras 202 at the video recording manager device 210. In some embodiments, the triggering event related video data comprises any combination of previously recorded video data from before receiving the triggering event indication, post-recorded video data from after receiving the triggering event indication, and live recorded video data received in real time directly after being recorded by the one or more cameras 202. In some embodiments, the one or more cameras 202 are configured to provide the triggering event related video data responsive to receiving the triggering event signal from the video recording manager device 210. In some embodiments, the triggering event related video data comprises at least a portion of the video data stored within the internal storage medium of the one or more cameras 202. For example, in some embodiments, a portion of the video data stored using the circular storage buffer 504 corresponding to a predetermined period of time before the triggering event was received may be transmitted to the video recording manager device 210 as triggering event related video data. In one example, video data for 5 minutes of video data leading up to the time a triggering event signal is received is included within the triggering event related video data and is redundantly stored across a plurality of storage devices.


At step 612, the triggering event related video data is stored by the video recording manager device 210. In some embodiments, the triggering event related video data is stored within a first storage medium 212 of the video recording manager device 210. In some embodiments, the stored triggering event related video data may comprise the composite authenticated video data 410 including authentication metadata 412 and one or more sets of individual video data 402.


In some embodiments, the triggering event related video data further comprises additional metadata relating to the triggering event. For example, the video data may be augmented with metadata including sensor data captured during the triggering event. In some embodiments, event related metadata may be included within frames of the video data. Accordingly, it may be possible to augment video frames with dynamic data. For example, location data or other sensor data may be continuously or periodically updated and recorded over time within the video frames. In some embodiments, it may be desirable to only augment certain frames of the video data with sensor data. For example, every tenth frame may be augmented or frames may be augmented once a second or once a minute. Further, in some embodiments, certain types of sensor data may be updated and augmented into video frames more frequently. For example, location data may be augmented into the video frames once a minute, while acceleration data may be augmented into the video data once a second.


At step 614, an additional copy of the triggering event related video data may be stored by the video recording manager device 210. In some embodiments, the additional copy may be stored in the second storage medium 214 of the video recording manager device 210. As described above, in some embodiments, the second storage medium 214 may be removable from the video recording manager device 210. In some embodiments, the additional copy of the triggering event related video data may be identical to the first triggering event related video data stored at step 612. Embodiments are contemplated in which the original triggering event related video data and the additional copy may be compared to ensure that neither version of the video data has been tampered with or altered. In some embodiments, it may be desirable to distribute copies of the video data between multiple different entities such that copies of the data from one entity may be compared to other copies to verify authenticity. Accordingly, embodiments are contemplated in which the triggering event related video data is compared to the additional copy to authenticate the triggering event related video data as evidence, for example, in a legal proceeding.


In some embodiments, redundant copies of the triggering event related video data further provide evidence capture assurance insuring against physical damage to any of the storage mediums. Embodiments of the invention provide further benefit because the triggering event related data may be stored across physically distributed storage media. For example, the one or more cameras 202 may be positioned in a separate location from the video recording manager device 210 such that if the video recording manager device 210 is damaged the video data is still available within the internal storage medium of the one or more cameras 202. Additionally, the second storage medium 214 of the video recording manager device 210 may be removable such that additional copies of the video data may be removed from the video recording manager device 210 and transported to another location.


At step 616, the triggering event related video data including the authentication metadata is transmitted to the cloud-based storage system 230. In some embodiments, the triggering event related video data may be transmitted upon completion of a triggering event recorded procedure after all of the triggering event related video data has been recorded. Alternatively, in some embodiments, the triggering event related video data may be transmitted to the cloud-based storage system 230 as it is received and as a suitable communication connection is available. For example, in some embodiments, the video recording manager device 210 may monitor the quality of a communication connection over a network to determine when the triggering event related video data should be transmitted. Further, embodiments are contemplated in which the triggering event related video data is transmitted after a certain amount of triggering event related video data has been recorded. For example, the triggering event related video data may be transmitted after 300 megabytes of data have been captured. It should be understood that, in some embodiments, the example of 300 megabytes given may be arbitrary and that other data amounts are also contemplated.


Transmitting the triggering event related video data to external storage systems such as the cloud-based storage system 230 provides further evidence capture assurance by persisting the video data remotely such that damage to any other storage media will not result in total loss of the video data, which in some cases, may include important video evidence. Further, embodiments are contemplated in which the video data may be published to online resources or the like to persist yet another copy of the video data distributed to various online databases.


In some embodiments, a video signature may be associated with the event-related video data that may be sent, for example, to cloud-based storage system 230 as soon as possible. In some embodiments, the video signature may comprise a unique identifier, hash, or checksum of the associated video data, which may be used to confirm that the video data has not been altered. In some embodiments, comparing video signatures may be much faster and less resource intensive than, for example, comparing the video data itself, as described above. In some embodiments, said video signature comprises a hash on the video data which ensures that the video data has not been altered after recording. In some such embodiments, the hash is generated for the video as soon as the video recording is closed. Said hash may be configured such that the hash will be altered, destroyed, or changed in some way if the video data is altered. In some embodiments, the hash may be included within the authentication metadata for the video data. In some embodiments, a cellular connection may be used to upload the hash and trigger information indicative of the triggering event within seconds of recording a video. In some embodiments, time stamps may be generated for various operations within the recording and storage process. For example, a first time stamp may be generated for when the recording of a set of video data is closed and a second time stamp may be generated for when any combination of the hash, the trigger information, and the metadata arrives at a secure data storage, such as, for example, the cloud-based storage system 230. Accordingly, further assurance that the video has not been altered may be deduced from determining that there was not sufficient time to alter the video data between a time when recording ended to a time when the video data or its associated metadata or hash is stored within a secure data store. Further, if the hash of a set of video data matches the hash stored within the secure data store the set of video data is confirmed to be unaltered.


It should be understood that, in some embodiments, any number of the steps described herein with respect to method 600 may be performed simultaneously or in a different order than as explicitly described herein. Further, certain steps may be optional or removed entirely. For example, in some embodiments, the triggering event related video data may not be transmitted to the cloud-based storage system 230. Further still, certain steps of the method 600 may be repeated or may be performed continuously. For example, step 602 of recording video data may be performed continuously as other steps are performed.


In some embodiments, redundant copies of the triggering event related video data may be persisted until a confirmation is received that the triggering event related video data has been successfully received and stored at the cloud-based storage system 230. Here, overwriting or deletion of the triggering event related video data may be prevented until it is confirmed that the triggering event related video data has been stored elsewhere, such as on the cloud data store 232. For example, the cloud-based storage system 230 may receive the triggering event related video data and store the triggering event related video data within the cloud data store 232 before responding with a confirmation message or confirmation signal. In some embodiments, after receiving the confirmation message or confirmation signal the video recording manager device 210 may allow the redundant copies of the triggering event related video data to be deleted to make additional storage capacity available for subsequent triggering events.


Although the invention has been described with reference to the embodiments illustrated in the attached drawing figures, it is noted that equivalents may be employed and substitutions made herein without departing from the scope of the invention as recited in the claims.

Claims
  • 1. A video recording authentication system for redundantly storing event related video data, the video recording authentication system comprising: one or more cameras configured to continuously record video data, wherein each of the one or more cameras includes an internal storage medium using a circular storage buffer for storing the video data;at least one sensor; anda video recording manager device communicatively coupled to the one or more cameras and the at least one sensor, the video recording manager device configured to transmit a triggering event signal to the one or more cameras based on a triggering event indication received from the at least one sensor, the video recording manager device comprising: a first storage medium storing triggering event related video data received from the one or more cameras, the triggering event related video data including at least a portion of the video data stored in the circular storage buffer recorded prior to receiving the triggering event indication and authentication metadata associated with the triggering event indication for authenticating the triggering event related video data;a second storage medium storing an additional copy of the triggering event related video data received from the one or more cameras, wherein the second storage medium is removable from the video recording manager device; anda wireless first transceiver configured to transmit the triggering event related video data including the authentication metadata over a wireless network to a cloud-based storage system,wherein the one or more cameras comprise a body-mounted camera mounted on a law enforcement officer, the body-mounted camera comprising a second wireless transceiver for communicating with the video recording manager device.
  • 2. The video recording authentication system of claim 1, wherein each of the one or more cameras, the at least one sensor, and the video recording manager device are mounted within a law enforcement vehicle.
  • 3. The video recording authentication system of claim 2, wherein the at least one sensor comprises a proximity tag reader.
  • 4. The video recording authentication system of claim 3, wherein the authentication metadata is augmented to include proximity tag data indicative of an officer identifier associated with the law enforcement officer in proximity to the law enforcement vehicle.
  • 5. The video recording authentication system of claim 1, wherein the at least one sensor comprises a GPS receiver and the authentication metadata further comprises location information.
  • 6. The video recording authentication system of claim 1, wherein the internal storage medium of the one or more cameras comprises a partitioned storage including a first portion associated with the circular storage buffer and a second portion for storing the triggering event related video data.
  • 7. A method for redundantly storing event related video data, the method comprising: continuously recording video data using one or more cameras;storing the video data from the one or more cameras within an internal storage medium of each respective camera, the internal storage medium comprising a circular storage buffer with a temporary first-in-first-out storage procedure operable to store up to 168 hours of the video data;receiving, via a video recording manager device, a triggering event indication from at least one sensor;responsive to receiving the triggering event indication, transmitting, via the video recording manager device, a triggering event signal to the one or more cameras, the triggering event signal initiating a triggering event recording procedure within each of the one or more cameras;receiving triggering event related video data from the one or more cameras into the video recording manager device, the triggering event related video data comprising at least a portion of the video data stored in the internal storage medium recorded prior to receiving the triggering event indication;storing the triggering event related video data within a first storage medium of the video recording manager device along with authentication metadata associated with the triggering event indication for authenticating the triggering event related video data;storing an additional copy of the triggering event related video data within a second storage medium of the video recording manager device along with the authentication metadata; andtransmitting, from the video recording manager device, the triggering event related video data with the authentication metadata to a cloud-based storage system.
  • 8. The method of claim 7, further comprising: transmitting, from the video recording manager device, the authentication metadata to the one or more cameras to authenticate the video data stored in the internal storage medium of each respective camera.
  • 9. The method of claim 7, further comprising: preventing overwriting of the triggering event related video data on the internal storage medium of each of the one or more cameras before the triggering event related video data is stored by the cloud-based storage system.
  • 10. The method of claim 9, further comprising: receiving, at the video recording manager device, a confirmation message confirming storage of the triggering event related video data by the cloud-based storage system; andresponsive to receiving the confirmation message, allowing the overwriting of the triggering event related video data from the internal storage medium of each of the one or more cameras.
  • 11. The method of claim 7, further comprising: comparing the triggering event related video data to the additional copy of the triggering event related video data to authenticate the triggering event related video data as evidence.
  • 12. The method of claim 7, wherein the triggering event signal transmitted by the video recording manager device comprises an instruction to adjust a set of recording parameters of the one or more cameras based at least in part on a type of the triggering event indication.
  • 13. The method of claim 12, wherein the set of recording parameters comprises a video resolution, a frame rate, and a shutter speed.
  • 14. One or more non-transitory computer-readable media storing computer-executable instructions that, when executed by at least one processor, perform a method for redundantly storing event related video data, the method comprising: continuously recording video data using one or more cameras;storing the video data from the one or more cameras within an internal storage medium of each respective camera using a circular storage buffer, wherein the circular storage buffer comprises a temporary first-in-first-out storage procedure operable to store up to 168 hours of the video data;receiving, via a video recording manager device, a triggering event indication from at least one sensor;responsive to receiving the triggering event indication, transmitting, via the video recording manager device, a triggering event signal to the one or more cameras, the triggering event signal initiating a triggering event recording procedure within each of the one or more cameras;receiving triggering event related video data from the one or more cameras into the video recording manager device, the triggering event related video data comprising at least a portion of the video data stored in the circular storage buffer recorded prior to receiving the triggering event indication;storing the triggering event related video data within a first storage medium of the video recording manager device along with authentication metadata associated with the triggering event indication for authenticating the triggering event related video data; andstoring an additional copy of the triggering event related video data within a second storage medium of the video recording manager device along with the authentication metadata.
  • 15. The computer-readable media of claim 14, further comprising: transmitting, from the video recording manager device, the triggering event related video data with the authentication metadata to a cloud-based storage system.
  • 16. The computer-readable media of claim 14, further comprising: responsive to the triggering event signal, transferring the one or more cameras from a standard continuous recording mode into a triggering event recording mode.
  • 17. The computer-readable media of claim 16, wherein the triggering event recording mode is associated with an updated set of video recording parameters for increasing a video quality of the triggering event related video data compared to the standard continuous recording mode.
  • 18. The computer-readable media of claim 17, wherein the standard continuous recording mode is associated with a first pixel resolution of 720p and the triggering event related video data is associated with a second pixel resolution selected from a set consisting of 1080p and 4K.
  • 19. The computer-readable media of claim 14, wherein the at least one sensor comprises a proximity tag reader.
  • 20. The computer-readable media of claim 19, wherein the authentication metadata is augmented to include proximity tag data indicative of an officer identifier associated with a law enforcement officer in proximity to a law enforcement vehicle.
US Referenced Citations (489)
Number Name Date Kind
4409670 Herndon et al. Oct 1983 A
4789904 Peterson Dec 1988 A
4863130 Marks, Jr. Sep 1989 A
4918473 Blackshear Apr 1990 A
5027104 Reid Jun 1991 A
5064157 O'Neal Nov 1991 A
5096287 Kaikinami et al. Mar 1992 A
5111289 Lucas et al. May 1992 A
5289321 Secor Feb 1994 A
5381155 Gerber Jan 1995 A
5408330 Squicciarii et al. Apr 1995 A
5446659 Yamawaki Aug 1995 A
5453939 Hoffman et al. Sep 1995 A
5473501 Claypool Dec 1995 A
5473729 Bryant et al. Dec 1995 A
5479149 Pike Dec 1995 A
5497419 Hill Mar 1996 A
5526133 Paff Jun 1996 A
5585798 Yoshioka et al. Dec 1996 A
5642285 Woo et al. Jun 1997 A
5668675 Fredricks Sep 1997 A
5689442 Swanson et al. Nov 1997 A
5742336 Lee Apr 1998 A
5752632 Sanderson et al. May 1998 A
5798458 Monroe Aug 1998 A
5815093 Kikinis Sep 1998 A
5850613 Bullecks Dec 1998 A
5878283 House et al. Mar 1999 A
5886739 Winningstad Mar 1999 A
5890079 Levine Mar 1999 A
5926210 Hackett et al. Jul 1999 A
5962806 Coakley et al. Oct 1999 A
5978017 Tino Nov 1999 A
5983161 Lemelson et al. Nov 1999 A
5996023 Winter et al. Nov 1999 A
6008841 Charlson Dec 1999 A
6028528 Lorenzetti et al. Feb 2000 A
6052068 Price R-W et al. Apr 2000 A
6097429 Seeley et al. Aug 2000 A
6100806 Gaukel Aug 2000 A
6121881 Bieback et al. Sep 2000 A
6141609 Herdeg et al. Oct 2000 A
6141611 Mackey et al. Oct 2000 A
6163338 Johnson et al. Dec 2000 A
6175300 Kendrick Jan 2001 B1
6298290 Abe et al. Oct 2001 B1
6310541 Atkins Oct 2001 B1
6314364 Nakamura Nov 2001 B1
6324053 Kamijo Nov 2001 B1
6326900 Deline et al. Dec 2001 B2
6333694 Pierce et al. Dec 2001 B2
6333759 Mazzilli Dec 2001 B1
6370475 Breed et al. Apr 2002 B1
RE37709 Dukek May 2002 E
6389340 Rayner May 2002 B1
6396403 Haner May 2002 B1
6405112 Rayner Jun 2002 B1
6449540 Rayner Sep 2002 B1
6452572 Fan et al. Sep 2002 B1
6490409 Walker Dec 2002 B1
6518881 Monroe Feb 2003 B2
6525672 Chainer et al. Feb 2003 B2
6546119 Ciolli et al. Apr 2003 B2
6560463 Santhoff May 2003 B1
6563532 Strub et al. May 2003 B1
6583813 Enright et al. Jul 2003 B1
6591242 Karp et al. Jul 2003 B1
6681195 Poland et al. Jan 2004 B1
6690268 Schofield et al. Feb 2004 B2
6697103 Fernandez et al. Feb 2004 B1
6718239 Rayer Apr 2004 B2
6727816 Helgeson Apr 2004 B1
6747687 Alves Jun 2004 B1
6748792 Freund et al. Jun 2004 B1
6783040 Batchelor Aug 2004 B2
6823621 Gotfried Nov 2004 B2
6831556 Boykin Dec 2004 B1
6856873 Breed et al. Feb 2005 B2
6877434 NcNulty, Jr. Apr 2005 B1
6883694 Abelow Apr 2005 B2
6894601 Grunden et al. May 2005 B1
6947071 Eichmann Sep 2005 B2
6970183 Monroe Nov 2005 B1
7012632 Freeman et al. Mar 2006 B2
7034683 Ghazarian Apr 2006 B2
D520738 Tarantino May 2006 S
7038590 Hoffman et al. May 2006 B2
7071969 Stimson, III Jul 2006 B1
7088387 Freeman et al. Aug 2006 B1
7102496 Ernst et al. Sep 2006 B1
7119832 Blanco et al. Oct 2006 B2
7126472 Kraus et al. Oct 2006 B2
7147155 Weekes Dec 2006 B2
7180407 Guo et al. Feb 2007 B1
7190822 Gammenthaler Mar 2007 B2
7350437 Mangano et al. Apr 2008 B2
7353086 Ennis Apr 2008 B2
7363742 Nerheim Apr 2008 B2
7371021 Ross et al. May 2008 B2
7421024 Castillo Sep 2008 B2
7436143 Lakshmanan et al. Oct 2008 B2
7436955 Yan et al. Oct 2008 B2
7448996 Khanuja et al. Nov 2008 B2
7456875 Kashiwa Nov 2008 B2
7496140 Winningstad et al. Feb 2009 B2
7500794 Clark Mar 2009 B1
7508941 O'Toole, Jr. et al. Mar 2009 B1
7536457 Miller May 2009 B2
7539533 Tran May 2009 B2
7561037 Monroe Jul 2009 B1
7594305 Moore Sep 2009 B2
7602301 Stirling et al. Oct 2009 B1
7602597 Smith et al. Oct 2009 B2
7631452 Brundula et al. Dec 2009 B1
7656439 Manico et al. Feb 2010 B1
7659827 Gunderson et al. Feb 2010 B2
7680947 Nicholl et al. Mar 2010 B2
7697035 Suber, III et al. Apr 2010 B1
7701692 Smith et al. Apr 2010 B2
7714704 Mellen May 2010 B1
7778004 Nerheim et al. Aug 2010 B2
7804426 Etcheson Sep 2010 B2
7806525 Howell et al. Oct 2010 B2
7853944 Choe Dec 2010 B2
7944676 Smith et al. May 2011 B2
7984579 Brundula et al. Jul 2011 B2
8077029 Daniel et al. Dec 2011 B1
8121306 Cilia et al. Feb 2012 B2
8175314 Webster May 2012 B1
8269617 Cook et al. Sep 2012 B2
8314708 Gunderson et al. Nov 2012 B2
8350907 Blanco et al. Jan 2013 B1
8356438 Brundula et al. Jan 2013 B2
8373567 Denson Feb 2013 B2
8373797 Ishii et al. Feb 2013 B2
8384539 Denny et al. Feb 2013 B2
8446469 Blanco et al. May 2013 B2
8456293 Trundle et al. Jun 2013 B1
8508353 Cook et al. Aug 2013 B2
8559486 Kitayoshi Oct 2013 B2
8594485 Brundula Nov 2013 B2
8606492 Botnen Dec 2013 B1
8676428 Richardson et al. Mar 2014 B2
8690365 Williams Apr 2014 B1
8707758 Keays Apr 2014 B2
8725462 Jain et al. May 2014 B2
8744642 Nemat-Nasser et al. Jun 2014 B2
8780205 Boutell et al. Jul 2014 B2
8781292 Ross et al. Jul 2014 B1
8805431 Vasavada et al. Aug 2014 B2
8849501 Cook et al. Sep 2014 B2
8854199 Cook et al. Oct 2014 B2
8887208 Merrit et al. Nov 2014 B1
8890954 O'Donnell et al. Nov 2014 B2
8903593 Addepalli et al. Dec 2014 B1
8930072 Lambert et al. Jan 2015 B1
8934045 Karn et al. Jan 2015 B2
8989914 Nemat-Nasser et al. Mar 2015 B1
8996234 Tamari et al. Mar 2015 B1
8996240 Plante Mar 2015 B2
9002313 Sink et al. Apr 2015 B2
9003474 Smith Apr 2015 B1
9058499 Smith Jun 2015 B1
9122082 Abreau Sep 2015 B2
9123241 Grigsby et al. Sep 2015 B2
9159371 Ross et al. Oct 2015 B2
9164543 Minn et al. Oct 2015 B2
9253452 Ross et al. Feb 2016 B2
9518727 Markle et al. Dec 2016 B1
9582979 Mader et al. Feb 2017 B2
9591255 Skiewica et al. Mar 2017 B2
9728228 Palmer et al. Aug 2017 B2
9774816 Rios, III et al. Sep 2017 B2
9781348 Bart et al. Oct 2017 B1
10271015 Haler et al. Apr 2019 B2
10964351 Ross et al. Mar 2021 B2
11232685 Nixon Jan 2022 B1
20010033661 Prokoski Oct 2001 A1
20020013517 West et al. Jan 2002 A1
20020019696 Kruse Feb 2002 A1
20020032510 Tumball et al. Mar 2002 A1
20020044065 Quist et al. Apr 2002 A1
20020049881 Sugimura Apr 2002 A1
20020077086 Tuomela et al. Jul 2002 A1
20020084130 Der Gazarian et al. Jul 2002 A1
20020131768 Gammenthaler Sep 2002 A1
20020135336 Zhou et al. Sep 2002 A1
20020159434 Gosior et al. Oct 2002 A1
20020191952 Fiore et al. Dec 2002 A1
20030040917 Fiedler Feb 2003 A1
20030080713 Kirmuss May 2003 A1
20030080878 Kirmuss May 2003 A1
20030081121 Kirmuss May 2003 A1
20030081934 Kirmuss May 2003 A1
20030081935 Kirmuss May 2003 A1
20030081942 Melnyk et al. May 2003 A1
20030095688 Kirmuss May 2003 A1
20030106917 Shelter et al. Jun 2003 A1
20030133018 Ziemkowski Jul 2003 A1
20030151510 Quintana et al. Aug 2003 A1
20030184674 Manico et al. Oct 2003 A1
20030185417 Alattar et al. Oct 2003 A1
20030215010 Kashiwa Nov 2003 A1
20030215114 Kyle Nov 2003 A1
20030222982 Hamdan et al. Dec 2003 A1
20030229493 McIntyre et al. Dec 2003 A1
20040008255 Lewellen Jan 2004 A1
20040043765 Tolhurst Mar 2004 A1
20040143373 Ennis Jun 2004 A1
20040131184 Wu et al. Jul 2004 A1
20040141059 Enright et al. Jul 2004 A1
20040145457 Schofield et al. Jul 2004 A1
20040150717 Page et al. Aug 2004 A1
20040168002 Accarie et al. Aug 2004 A1
20040199785 Pederson Oct 2004 A1
20040223054 Rotholtz Nov 2004 A1
20040243734 Kitagawa et al. Dec 2004 A1
20040267419 Jing Dec 2004 A1
20050030151 Singh Feb 2005 A1
20050046583 Richards Mar 2005 A1
20050050266 Haas et al. Mar 2005 A1
20050068169 Copley et al. Mar 2005 A1
20050068417 Kreiner et al. Mar 2005 A1
20050083404 Pierce et al. Apr 2005 A1
20050094966 Elberbaum May 2005 A1
20050099498 Lao et al. May 2005 A1
20050100329 Lao et al. May 2005 A1
20050101334 Brown et al. May 2005 A1
20050134966 Burgner May 2005 A1
20050132200 Jaffe et al. Jun 2005 A1
20050151852 Jomppanen Jul 2005 A1
20050035161 Shioda Aug 2005 A1
20050168574 Lipton et al. Aug 2005 A1
20050185438 Ching Aug 2005 A1
20050206532 Lock Sep 2005 A1
20050206741 Raber Sep 2005 A1
20050228234 Yang Oct 2005 A1
20050232469 Schofield et al. Oct 2005 A1
20050243171 Ross et al. Nov 2005 A1
20050258942 Manasseh et al. Nov 2005 A1
20060009238 Stanco et al. Jan 2006 A1
20060028811 Ross, Jr. et al. Feb 2006 A1
20060055786 Olilla Mar 2006 A1
20060082730 Franks Apr 2006 A1
20060125919 Camilleri et al. Jul 2006 A1
20060153740 Sultan et al. Jul 2006 A1
20060158968 Vanman et al. Jul 2006 A1
20060164220 Harter, Jr. et al. Jul 2006 A1
20060164534 Robinson et al. Jul 2006 A1
20060170770 MacCarthy Aug 2006 A1
20060176149 Douglas Aug 2006 A1
20060183505 Willrich Aug 2006 A1
20060193749 Ghazarian et al. Aug 2006 A1
20060203090 Wang et al. Sep 2006 A1
20060208857 Wong Oct 2006 A1
20060220826 Rast Oct 2006 A1
20060225253 Bates Oct 2006 A1
20060232406 Filibeck Oct 2006 A1
20060244601 Nishimura Nov 2006 A1
20060256822 Kwong et al. Nov 2006 A1
20060270465 Lee et al. Nov 2006 A1
20060271287 Gold et al. Nov 2006 A1
20060274166 Lee et al. Dec 2006 A1
20060274828 Siemens et al. Dec 2006 A1
20060274829 Siemens et al. Dec 2006 A1
20060276200 Radhakrishnan et al. Dec 2006 A1
20060282021 DeVaul et al. Dec 2006 A1
20060287821 Lin Dec 2006 A1
20060293571 Bao et al. Dec 2006 A1
20070021134 Liou Jan 2007 A1
20070035622 Hanna et al. Feb 2007 A1
20070064108 Haler Mar 2007 A1
20070067079 Kosugi Mar 2007 A1
20070081818 Castaneda et al. Apr 2007 A1
20070091557 Kim et al. Apr 2007 A1
20070102508 Mcintosh May 2007 A1
20070117083 Winneg et al. May 2007 A1
20070132567 Schofield et al. Jun 2007 A1
20070152811 Anderson Jul 2007 A1
20070172053 Poirier Jul 2007 A1
20070177023 Beuhler et al. Aug 2007 A1
20070195939 Sink et al. Aug 2007 A1
20070199076 Rensin et al. Aug 2007 A1
20070213088 Sink Sep 2007 A1
20070229350 Scalisi et al. Oct 2007 A1
20070257781 Denson Nov 2007 A1
20070257782 Etcheson Nov 2007 A1
20070257804 Gunderson et al. Nov 2007 A1
20070257815 Gunderson et al. Nov 2007 A1
20070260361 Etcheson Nov 2007 A1
20070268158 Gunderson et al. Nov 2007 A1
20070271105 Gunderson et al. Nov 2007 A1
20070274705 Kashiwa Nov 2007 A1
20070277352 Maron et al. Dec 2007 A1
20070285222 Zadnikar Dec 2007 A1
20070287425 Bates Dec 2007 A1
20070297320 Brummette et al. Dec 2007 A1
20080001735 Tran Jan 2008 A1
20080002031 Cana et al. Jan 2008 A1
20080002599 Denny et al. Feb 2008 A1
20080030580 Kashhiawa et al. Feb 2008 A1
20080042825 Denny et al. Feb 2008 A1
20080043736 Stanley Feb 2008 A1
20080049830 Richardson Feb 2008 A1
20080061991 Urban et al. Mar 2008 A1
20080063252 Dobbs et al. Mar 2008 A1
20080084473 Romanowich Apr 2008 A1
20080100705 Kister et al. May 2008 A1
20080101789 Sharma May 2008 A1
20080122603 Piante et al. May 2008 A1
20080129518 Carlton-Foss Jun 2008 A1
20080143481 Abraham et al. Jun 2008 A1
20080144705 Rackin et al. Jun 2008 A1
20080169929 Albertson et al. Jul 2008 A1
20080170130 Ollila et al. Jul 2008 A1
20080175565 Takakura et al. Jul 2008 A1
20080177569 Chen et al. Jul 2008 A1
20080211906 Lovric Sep 2008 A1
20080222849 Lavoie Sep 2008 A1
20080239064 Iwasaki Oct 2008 A1
20080246656 Ghazarian Oct 2008 A1
20080266118 Pierson et al. Oct 2008 A1
20080307435 Rehman Dec 2008 A1
20080316314 Bedell et al. Dec 2008 A1
20090002491 Haler Jan 2009 A1
20090002556 Manapragada et al. Jan 2009 A1
20090023422 MacInnis et al. Jan 2009 A1
20090027499 Nicholl Jan 2009 A1
20090052685 Cilia et al. Feb 2009 A1
20090070820 Li Mar 2009 A1
20090085740 Klein et al. Apr 2009 A1
20090109292 Ennis Apr 2009 A1
20090122142 Shapley May 2009 A1
20090135007 Donovan et al. May 2009 A1
20090177679 Boomer et al. Jun 2009 A1
20090157255 Plante Jul 2009 A1
20090169068 Okamoto Jul 2009 A1
20090189981 Siann et al. Jul 2009 A1
20090195686 Shintani Aug 2009 A1
20090207252 Raghunath Aug 2009 A1
20090213204 Wong Aug 2009 A1
20090225189 Morin Sep 2009 A1
20090243794 Morrow Oct 2009 A1
20090251545 Shekarri et al. Oct 2009 A1
20090252370 Picard et al. Oct 2009 A1
20090252486 Ross, Jr. et al. Oct 2009 A1
20090276708 Smith et al. Nov 2009 A1
20090294538 Wihlborg et al. Dec 2009 A1
20090324203 Wiklof Dec 2009 A1
20100045798 Sugimoto et al. Feb 2010 A1
20100050734 Chou Mar 2010 A1
20100060747 Woodman Mar 2010 A1
20100097221 Kriener et al. Apr 2010 A1
20100106707 Brown et al. Apr 2010 A1
20100118147 Dorneich et al. May 2010 A1
20100122435 Markham May 2010 A1
20100123779 Snyder et al. May 2010 A1
20100157049 Dvir et al. Jun 2010 A1
20100177193 Flores Jul 2010 A1
20100177891 Keidar et al. Jul 2010 A1
20100188201 Cook et al. Jul 2010 A1
20100191411 Cook et al. Jul 2010 A1
20100194885 Plaster Aug 2010 A1
20100217836 Rofougaran Aug 2010 A1
20100238009 Cook et al. Sep 2010 A1
20100238262 Kurtz et al. Sep 2010 A1
20100242076 Potesta et al. Sep 2010 A1
20100265331 Tanaka Oct 2010 A1
20100274816 Guzik Oct 2010 A1
20100287473 Recesso et al. Nov 2010 A1
20110006151 Beard Jan 2011 A1
20110018998 Guzik Jan 2011 A1
20110050904 Anderson Mar 2011 A1
20110069151 Orimoto Mar 2011 A1
20110084820 Walter et al. Apr 2011 A1
20110094003 Spiewak et al. Apr 2011 A1
20110098924 Baladeta et al. Apr 2011 A1
20110129151 Saito et al. Jun 2011 A1
20110157759 Smith et al. Jun 2011 A1
20110187895 Cheng et al. Aug 2011 A1
20110261176 Monaghan, Sr. et al. Oct 2011 A1
20110281547 Cordero Nov 2011 A1
20110301971 Roesch et al. Dec 2011 A1
20110314401 Salisbury et al. Dec 2011 A1
20120038689 Ishil Feb 2012 A1
20120056722 Kawaguchi Mar 2012 A1
20120063736 Simmons et al. Mar 2012 A1
20120120258 Boutell et al. May 2012 A1
20120162436 Cordell et al. Jun 2012 A1
20120188345 Salow Jul 2012 A1
20120189286 Takayama et al. Jul 2012 A1
20120195574 Wallace Aug 2012 A1
20120206565 Villmer Aug 2012 A1
20120230540 Calman et al. Sep 2012 A1
20120257320 Brundula et al. Oct 2012 A1
20120268259 Igel et al. Oct 2012 A1
20120276954 Kowalsky Nov 2012 A1
20120314063 Cirker Dec 2012 A1
20130021153 Keays Jan 2013 A1
20130033610 Osborn Feb 2013 A1
20130035602 Gemer Feb 2013 A1
20130080836 Stergiou et al. Mar 2013 A1
20130095855 Bort Apr 2013 A1
20130096731 Tamari et al. Apr 2013 A1
20130125000 Flischhauser et al. May 2013 A1
20130148295 Minn et al. Jun 2013 A1
20130222640 Baek et al. Aug 2013 A1
20130225309 Bentley et al. Aug 2013 A1
20130265453 Middleton et al. Oct 2013 A1
20130285232 Sheth Oct 2013 A1
20130290018 Anderson et al. Oct 2013 A1
20130300563 Glaze Nov 2013 A1
20130329063 Zhou Dec 2013 A1
20130343571 Lee Dec 2013 A1
20140037262 Sako Feb 2014 A1
20140040158 Dalley, Jr. et al. Feb 2014 A1
20140049636 O'Donnell et al. Feb 2014 A1
20140092299 Phillips et al. Apr 2014 A1
20140094992 Lambert et al. Apr 2014 A1
20140098453 Brundula et al. Apr 2014 A1
20140131435 Harrington et al. May 2014 A1
20140139680 Huang et al. May 2014 A1
20140140575 Wolf May 2014 A1
20140143545 McKeeman et al. May 2014 A1
20140167954 Johnson et al. Jun 2014 A1
20140170602 Reed Jun 2014 A1
20140176733 Drooker et al. Jun 2014 A1
20140178031 Walker Jun 2014 A1
20140192194 Bedell et al. Jul 2014 A1
20140195105 Lambert et al. Jul 2014 A1
20140195272 Sadiq et al. Jul 2014 A1
20140210625 Nemat-Nasser Jul 2014 A1
20140218544 Senot et al. Aug 2014 A1
20140227671 Olmstead et al. Aug 2014 A1
20140311215 Keays et al. Oct 2014 A1
20140341532 Marathe et al. Nov 2014 A1
20140355951 Tabak Dec 2014 A1
20140368658 Costa et al. Dec 2014 A1
20150019982 Petitt, Jr. et al. Jan 2015 A1
20150050003 Ross et al. Feb 2015 A1
20150051502 Ross Feb 2015 A1
20150053776 Rose et al. Mar 2015 A1
20150078727 Ross et al. Mar 2015 A1
20150088335 Lambert et al. Mar 2015 A1
20150103246 Phillips et al. Apr 2015 A1
20150163390 Lee et al. Jun 2015 A1
20150180746 Day et al. Jun 2015 A1
20150229630 Smith Aug 2015 A1
20150256808 MacMillan et al. Sep 2015 A1
20150312773 Joshi et al. Oct 2015 A1
20150317368 Rhoads et al. Nov 2015 A1
20150332424 Kane et al. Nov 2015 A1
20150348417 Ignaczak et al. Dec 2015 A1
20150356081 Cronin Dec 2015 A1
20150358549 Cho et al. Dec 2015 A1
20160006922 Boudreau Jan 2016 A1
20160042767 Araya et al. Feb 2016 A1
20160050345 Longbotham Feb 2016 A1
20160054735 Switkes et al. Feb 2016 A1
20160057392 Meidan et al. Feb 2016 A1
20160064036 Chen et al. Mar 2016 A1
20160066085 Chang et al. Mar 2016 A1
20160104508 Chee et al. Apr 2016 A1
20160112636 Yamaguchi et al. Apr 2016 A1
20160127695 Zhang et al. May 2016 A1
20160165192 Saatchi et al. Jun 2016 A1
20160295089 Farahani Oct 2016 A1
20160358393 Penland Dec 2016 A1
20160360160 Eizenberg Dec 2016 A1
20160364621 Hill et al. Dec 2016 A1
20170028935 Dutta et al. Feb 2017 A1
20170059265 Winter Mar 2017 A1
20170070659 Kievsky et al. Mar 2017 A1
20170161382 Ouimet et al. Jun 2017 A1
20170178475 Renkis Jun 2017 A1
20170195635 Yokomitsu et al. Jul 2017 A1
20170200476 Chen et al. Jul 2017 A1
20170230605 Han et al. Aug 2017 A1
20170237950 Araya et al. Aug 2017 A1
20170244884 Burtey et al. Aug 2017 A1
20170277700 Davis et al. Sep 2017 A1
20170287523 Hodulik et al. Oct 2017 A1
20180023910 Kramer Jan 2018 A1
20180050800 Boykin et al. Feb 2018 A1
20180053394 Gersten Feb 2018 A1
20180131844 Lau May 2018 A1
20180262724 Ross Sep 2018 A1
20190020827 Siminoff Jan 2019 A1
20190057314 Julian Feb 2019 A1
Foreign Referenced Citations (41)
Number Date Country
102010019451 Nov 2011 DE
2479993 Jul 2012 EP
3073449 Sep 2016 EP
2273624 Jun 1994 GB
2320389 May 1998 GB
2343252 May 2000 GB
2351055 Dec 2000 GB
2417151 Feb 2006 GB
2425427 Oct 2006 GB
2455885 Jul 2009 GB
2485804 May 2012 GB
20090923 Sep 2010 IE
294188 Sep 1993 JP
153298 Jun 1996 JP
198858 Jul 1997 JP
10076880 Mar 1998 JP
210395 Jul 1998 JP
2000137263 May 2000 JP
2005119631 May 2005 JP
20-0236817 Aug 2001 KR
1050897 Jul 2011 KR
2383915 Mar 2010 RU
107851 Aug 2011 RU
124780 Feb 2013 RU
9005076 May 1990 WO
9738526 Oct 1997 WO
9831146 Jul 1998 WO
9948308 Sep 1999 WO
0039556 Jul 2000 WO
0051360 Aug 2000 WO
0123214 Apr 2001 WO
0249881 Jun 2002 WO
02095757 Nov 2002 WO
03049446 Jun 2003 WO
2004036926 Apr 2004 WO
2009013526 Jan 2009 WO
2011001180 Jan 2011 WO
2012037139 Mar 2012 WO
2012120083 Sep 2012 WO
2014000161 Jan 2014 WO
2014052898 Apr 2014 WO
Non-Patent Literature Citations (102)
Entry
Automation Systems Article, Know-How Bank Co. Ltd. Takes Leap Forward as a Company Specializing in R&D and Technology Consulting, published Jan. 2005.
Car Rear View Camera—Multimedia Rear View Mirror—4′ LCD color monitor, Retrieved from the Internet: <URL: http://web.archive.org/web/20050209014751/http://laipac.com/multimedia-rear-mirror.htm>, Feb. 9, 2005.
ATC Chameleon. Techdad Review [Online] Jun. 19, 2013 [Retrieved on Dec. 30, 2015]. Retrieved from Internet. <URL:http://www.techdadreview.com/2013/06/19atc-chameleon/>.
“Breathalyzer.” Wikipedia. Printed Date: Oct. 16, 2014; Date Page Last Modified: Sep. 14, 2014; <http://en.wikipedia.org/wiki/Breathalyzer>.
Dees, Tim; Taser Axon Flex: The next generation of body camera; <http://www.policeone.com/police-products/body-cameras/articles/527231-0-TASER-Axon-Flex-The-next-generation-of-body-camera/>, Date Posted: Mar. 12, 2012; Date Printed: Oct. 27, 2015.
Brown, TP-Link TL-WDR3500 Wireless N600 Router Review, Mar. 6, 2013.
Controller Area Network (CAN) Overview, National Instruments White Paper, Aug. 1, 2014.
Daskam, Samuel W., Law Enforcement Armed Robbery Alarm System Utilizing Recorded Voice Addresses via Police Radio Channels, Source: Univ. of Ky, Off of Res and Eng., Serv (UKY BU107), pp. 18-22, 1975.
Digital Ally vs. Taser International, Inc., Case No. 2:16-cv-232 (CJM/TJ); US D. Kan, Defendant Taser International Inc.'s Preliminary Invalidity Contentions, Jul. 5, 2016.
Electronic Times Article, published Feb. 24, 2005.
Supplementary European Search Report dated Sep. 28, 2010 in European Patent Application No. 06803645.8; Applicant: Digital Ally, Inc.
W. Fincham, Data Recorders for Accident Investigation, Monitoring of Driver and Vehicle Performance (Digest No. 1997/122), Publication Date: Apr. 10, 1997, pp. 6/1-6/3.
Frankel, Harry; Riter, Stephen, Bernat, Andrew, Automated Imaging System for Border Control, Source: University of Kentucky, Office of Engineering Services, (Bulletin) UKY BU, pp. 169-173, Aug. 1986.
Freudenrich, Craig, Ph.D.; “How Breathalyzers Work—Why Test ?. ” HowStuff Works. Printed Date: Oct. 16, 2014; Posted Date: Unknown; <http://electronics.howstuffworks.com/gadgets/automotive/breathalyzer1.htm>.
Hankyung Auto News Article, Know-How Bank's Black Box for Cars “Multi-Black Box,” Copyright 2005.
Guide to Bluetooth Security: Recommendations of the National Institute of Standards and Technology, National Institute of Standards and Technology, U.S. Dep't of Commerce, NIST Special Publication 800-121, Revision 1 (Jun. 2012).
ICOP Extreme Wireless Mic, Operation Supplement, Copyright 2008.
ICOP Model 20/20-W Specifications; Enhanced Digital In-Car Video and Audio recording Systems, date: Unknown.
ICOP Mobile Dvrs; ICOP Model 20/20-W & ICOP 20/20 Vision, date: Unknown.
Bertomen, Lindsey J., PoliceOne.com News; “Product Review: ICOP Model 20/20-W,” May 19, 2009.
ICOP Raytheon JPS communications, Raytheon Model 20/20-W, Raytheon 20/20 Vision Digital In-Car Video Systems, date: Unknown.
Overview of the IEEE 802.15.4 standards for Low rate Wireless Personal Area Networks, 2010 7th International Symposium on Wireless Communication Systems (ISWCS), Copyright 2010.
Lewis, S.R., Future System Specifications for Traffic Enforcement Equipment, S.R. 1 Source: IEE Colloquium (Digest), N 252, Publication Date: Nov. 18, 1996, pp. 8/1-8/2.
Kopin Corporation; Home Page; Printed Date: Oct. 16, 2014; Posted Date: Unknown; <http://www.kopin.com>.
Translation of Korean Patent No. 10-1050897, published Jul. 20, 2011.
Lilliput RV 18-50NP 5″ Rear View Mirror TFT LCD Screen with Camera, Retrieved from the Internet: <URL: http://www.case-mod.com/lilliput-rv1850np-rear-view-mirror-tft-lcd-screen-with-camera-p-1271.html>, Mar. 4, 2005.
Motor Magazine Article, Recreating the Scene of an Accident, published 2005.
New Rearview-Mirror-Based Camera Display Takes the Guesswork Out of Backing Up Retrieved from the Internet: URL: http://news.thomasnet.com/fullstory/497750>, Press Release, Oct. 30, 2006.
SIIF Award for Multi Black Box, published Dec. 10, 2004.
Near Field Communication; Sony Corporation; pp. 1-7, Date: Unknown.
Oregon Scientific ATC Chameleon Dual Lens HD Action Camera, http://www.oregonscientificstore.com/Oregon-Scientific-ATC-Chameleon-Dual-Lens-HD-Action-Camera.data, Date Posted: Unknown; Date Printed: Oct. 13, 2014, pp. 1-4.
Asian Wolf High Quality Angel Eye Body Video Spy Camera Recorder System, http://www.asianwolf.com/covert-bodycam-hq-angeleye.html, Sep. 26, 2013, Date Posted: Unknown, pp. 1-3.
Brick House Security Body Worn Cameras / Hidden Cameras / Covert Spy Cameras, https://www.brickhousesecurity.com/hidden-cameras/bodyworn-cameras/, Sep. 26, 2013, Date Posted: Unknown, pp. 1-2.
Amazon.com wearable camcorders, http://www.amazon.com/s/ref=nb_sb_ss_i_0_4?url=search-alias%3Dphoto&field-keywords=wearable+camcorder&x=0&y=0&sprefix=wear, Sep. 26, 2013, Date Posted: Unknown, pp. 1-4.
Notification of Transmittal of the International Search Report and the Written Opinion of the International Searching Authority, or the Declaration dated Feb. 4, 2016; International Application No. PCT/US2015/056052; International Filing Date: Oct. 16, 2015; Applicant: Digital Ally, Inc.
Http:/ /www.k-h-b.com/board/board.php?board=products01&comand=body&no=1, Current State of Technology Held by the Company, Copyright 2005.
City of Pomona Request for Proposals for Mobile Video Recording System for Police Vehicles, dated prior to Apr. 4, 2013.
Http://www.k-h-b.com/sub1_02.html, Copyright 2005.
Renstrom, Joell; “Tiny 3D Projectors Allow You to Transmit Holograms From a Cell Phone.” Giant Freakin Robot. Printed Date: Oct. 16, 2014; Posted Date: Jun. 13, 2014; <http://www.giantfreakinrobot.com/sci/coming-3d-projectors-transmit-holograms-cell-phone.html>.
Request for Comment 1323 of the Internet Engineering Task Force, TCP Extensions for High Performance, Date: May 1992.
RevealMedia RS3-SX high definition video recorder, http://www.revealmedia.com/buy-t166/cameras/rs3-sx.aspx, Sep. 26, 2013, Date Posted: Unknown, pp. 1-2.
Scorpion Micro DV Video Audio Recorder, http://www.leacorp.com/scorpion-micro-dv-video-audio-recorder/, Sep. 26, 2013, Date Posted: Unknown, pp. 1-3.
“Stalker Press Room—Using In-Car Video, the Internet, and the Cloud to keep police officers safe is the subject of CopTrax live, free webinar.” Stalker. Printed Date: Oct. 16, 2014; Posted Date: Jul. 31, 2014.
State of Utah Invitation to Bid State Cooperative Contract; Vendor: ICOP Digital, Inc., Contract No. MA503, Jul. 1, 2008.
Wasson, Brian; “Digital Eyewear for Law Enforcement.” Printed Date: Oct. 16, 2014; Posted Date: Dec. 9, 2013; <http://www.wassom.com/digital-eyewear-for-law-enforcement.html>.
X26 Taser, Date Unknown.
Taser International; Taser X26 Specification Sheet, 2003.
Digital Ally First Vu Mountable Digital Camera Video Recorder, http://www.opticsplanet.com/digital-ally-first-vu-mountable-digital-camera-video-recorder.html?gclid=CIKohcX05rkCFSlo7AodU0IA0g&ef_id=FUjCGEAAAAWGEjrQF:20130925155534:s, Sep. 25, 2013, Date Posted: Unknown, pp. 1-4.
Drift X170, http://driftinnovation.com/support/firmware-update/x170/, Sep. 26, 2013, Date Posted: Unknown, p. 1.
Shapton, Dave “Digital Microphones: A new approach?” from soundonsound.com published Mar. 2004, 4 pages (Year: 2004).
Sharper Image User Guide, https://cdn4.sharperimage.com/si/pdf/manuals/206463.pdf, Jan. 2, 2012 (Year: 2012).
Prospero, Oregon Scientific ATC Chameleon Review, https://www.laptopmag.com/reviews/cameras/orgon-scientific-atc-chameleon, Mar. 27, 2013 (Year: 2013).
Ecplaza HY-001HD law enforcement DVR, http://fireeye.en.ecplaza.net/law-enforcement-dvr--238185-1619696.html, Sep. 26, 2013, Date Posted: Unknown, pp. 1-3.
Edesix VideoBadge, http://www.edesix.com/edesix-products, Sep. 26, 2013, Date Posted: Unknown, pp. 1-3.
GoPro Official Website: The World's Most Versatile Camera, http://gopro.com/products/?gclid=CKqHv9jT4rkCFWZk7AodyiAAaQ, Sep. 23, 2013, Date Posted: Unknown, pp. 4-9.
Isaw Advance Hull HD EXtreme, www.isawcam.co.kr, Sep. 26, 2013, Date Posted: Unknown, p. 1.
Kustom Signals VieVu, http://www.kustomsignals.com/index.php/mvideo/vievu, Sep. 26, 2013, Date Posted: Unknown, pp. 1-4.
Lea-Aid Scorpion Micro Recorder Patrol kit,http://www.leacorp.com/products/SCORPION-Micro-Recorder-Patrol-kit.html, Sep. 26, 2013, Date Posted: Unknown, pp. 1-2.
Looxcie Wearable & mountable streaming video cams, http://www.looxcie.com/overview?gclid=CPbDyv6piq8CFWeFQAodlhXC-w, Sep. 26, 2013, Date Posted: Unknown, pp. 1-4.
Midland XTC HD Video Camera, http://midlandradio.com/Company/xtc100-signup, Sep. 26, 2013, Date Posted: Unknown, pp. 1-3.
Panasonic Handheld AVCCAM HD Recorder/Player, http://www.panasonic.com/business/provideo/ag-hmr10.asp, Sep. 26, 2013, Date Posted: Unknown, pp. 1-2.
Notification of Transmittal of the International Search Report and the Written Opinion of the International Search Authority, or the Declaration dated Jan. 30, 2014, International Application No. PCT/US2013/062415; International Filing date Sep. 27, 2013, Applicant: Digital Ally, Inc.
Point of View Cameras Military & Police, http://pointofviewcameras.com/military-police, Sep. 26, 2013, Date Posted: Unknown, pp. 1-2.
Pov.hd System Digital Video Camera, http://www.vio-pov.com/index.php, Sep. 26, 2013, Date Posted: Unknown, pp. 1-3.
Invalidity Chart for International Publication No. WO2014/000161 dated Oct. 31, 2017.
PCT Patent Application PCT/US17/16383 International Search Report and Written Opinion dated May 4, 2017.
SIV Security in Vehicle Driving Partner, http://www.siv.co.kr/, Sep. 26, 2013, Date Posted: Unknown, p. 1.
Spy Chest Mini Spy Camera / Self Contained Mini camcorder / Audio & Video Recorder, http://www.spytechs.com/spy_cameras/mini-spy-camera.htm, Sep. 26, 2013, Date Posted: Unknown, pp. 1-3.
Stalker VUE Law Enforcement Grade Body Worn Video Camera/Recorder, http://www.stalkerradar.com/law_vue.shtml, Sep. 26, 2013, Date Posted: Unknown, pp. 1-2.
SUV Cam, http://www.elmo.co.jp/suv-cam/en/product/index.html, Sep. 26, 2013, Date Posted: Unknown, p. 1.
Taser Axon Body On Officer Video/Police Body Camera, http://www.taser.com/products/on-officer-video/axon-body-on-officer-video, Sep. 23, 2013, Date Posted: Unknown, pp. 1-8.
Taser Axon Flex On-Officer Video/Police Video Camera, http://www.taser.com/products/on-officer-video/taser-axon, Sep. 26, 2013, Date Posted: Unknown, pp. 1-8.
Taser Cam Law Enforcement Audio/Video Recorder (gun mounted), http://www.taser.com/products/on-officer-video/taser-cam, Sep. 26, 2013, Date Posted: Unknown, pp. 1-3.
Tide Leader police body worn camera, http://tideleader.en.gongchang.com/product/14899076, Sep. 26, 2013, Date Posted: Unknown, pp. 1-3.
UCorder Pockito Wearable Mini Pocket Camcorder, http://www.ucorder.com/, Sep. 26, 2013, Date Posted: Unknown, p. 1.
Veho MUVI HD, http://veho-uk.fastnet.co.uk/main/shop.aspx?category=CAMMUVIHD, Sep. 26, 2013, Date Posted: Unknown, pp. 1-5.
Veho MUVI portable wireless speaker with dock, http://veho-uk.fastnet.co.uk/main/shop.aspx?category=camcorder, Sep. 26, 2013, Date Posted: Unknown, p. 1.
Vidmic Officer Worn Video & Radio Accessories, http://www.vidmic.com/, Sep. 26, 2013, Date Posted: Unknown, p. 1.
VIEVU Products, http://www.vievu.com/vievu-products/vievu-squared/, Sep. 25, 2013, Date Posted: Unknown, pp. 1-2.
WatchGuard CopVu Wearable Video Camera System, http://watchguardvideo.com/copvu/overview, Sep. 26, 2013, Date Posted: Unknown, pp. 1-2.
Witness Cam headset, http://www.secgru.com/DVR-Witness-Cam-Headset-Video-Recorder-SG-DVR-1-COP.html, Sep. 26, 2013, Date Posted: Unknown, pp. 1-2.
WolfCom 3rd Eye, X1 A/V Recorder for Police and Military, http://wolfcomusa.com/Products/Products.html, Sep. 26, 2013, Date Posted: Unknown, pp. 1-3.
Notification of Transmittal of the International Search Report and the Written Opinion of the International Search Authority, or the Declaration dated Jan. 14, 2016, International Application No. PCT/US2015/056039; International Filing date Oct. 16, 2015, Applicant: Digital Ally, Inc.
U.S. Appl. No. 13/959,142 Final Office Action dated Jul. 20, 2016.
U.S. Appl. No. 13/959,142 Office Action dated Nov. 3, 2015.
Digital Ally, Inc. vs. Taser International, Inc., Case No. 2:16-cv-020232 (CJM/TJ); US D. Kan, Complaint for Patent Infringement, Jan. 14, 2016.
Digital Ally, Inc. vs. Enforcement video LLC d/b/a Watchguard Video., Case No. 2:16-cv-02349 (CJM/TJ); US D. Kan, Complaint fFor Patent Infringement, May 27, 2016.
International Association of Chiefs of Police Digital Video System Minimum Specifications; Nov. 21, 2008.
Petition for Inter Partes Review No. 2017-00375, Taser International, Inc. v. Digital Ally, Inc., filed Dec. 1, 2016.
Petition for Inter Partes Review No. 2017-00376, Taser International, Inc. v. Digital Ally, Inc., filed Dec. 1, 2016.
Petition for Inter Partes Review No. 2017-00515, Taser International, Inc. v. Digital Ally Inc., filed Jan. 11, 2017.
Petition for Inter Partes Review No. 2017-00775, Taser International, Inc. v. Digital Ally Inc., filed Jan. 25, 2017.
PCT Patent Application PCT/US16/34345 International Search Report and Written Opinion dated Dec. 29, 2016.
State of Utah Invitation to Bid State Cooperative Contract; Vendor: Kustom Signals Inc., Contract No. MA1991, Apr. 25, 2008.
Dyna Spy Inc. hidden cameras, https://www.dynaspy.com/hidden-cameras/spy-cameras/body-worn-wearable-spy-cameras, Sep. 26, 2013, Date Posted: Unknown, pp. 1-3.
U.S. Appl. No. 15/011,132 Office Action dated Apr. 18, 2016, 19 pages.
Zepcam Wearable Video Technology, http://www.zepcam.com/product.aspx, Sep. 26, 2013, Date Posted: Unknown, pp. 1-2.
Petition for Post Grant Review No. PGR2018-00052, Axon Enterprise, Inc. v. Digital Ally, Inc., filed Mar. 19, 2018.
MPEG-4 Coding of Moving Pictures and Audio ISO/IEC JTC1/SC29/WG11 N4668 dated Mar. 2002.
European Patent Application 15850436.6 Search Report dated May 4, 2018.
Final Written Decision for Inter Partes Review No. 2017-00375, Axon Enterprise Inc. v. Digital Ally, Inc., dated Jun. 1, 2018.
Decision Denying Institution of Post Grant Review for Post Grant Review No. PGR2018-00052, Axon Enterprise, Inc. v. Digital Ally, Inc., issued Oct. 1, 2018.
Related Publications (1)
Number Date Country
20230379430 A1 Nov 2023 US