Remote video triggering and tagging

Information

  • Patent Grant
  • 11024137
  • Patent Number
    11,024,137
  • Date Filed
    Wednesday, August 7, 2019
    5 years ago
  • Date Issued
    Tuesday, June 1, 2021
    3 years ago
Abstract
A video collection system collects and sends metadata related to video data such that recording may be triggered and tagged. The video collection system utilizes a mobile broadband network (such as a cellular network) to send metadata, receive triggers, and perform other functions while the video collection system is in the field. The video collection system broadly comprises a plurality of video cameras and a video collection manager. The video cameras each include a mobile broadband modem or other wireless communication element for sending metadata messages. In some embodiments the mobile broadband modem may also send still images, audio data, and video data.
Description
BACKGROUND
1. Field

Embodiments of the invention are broadly directed to video collection and storage. More specifically, embodiments of the invention are directed to the collection and sending of metadata related to video data from video cameras to a remote video collection manager via a mobile broadband network.


2. Related Art

The transmission of video data is burdensome on bandwidth and memory resources. Similarly, the backend processing of video data is processor intensive, requiring the processor to analyze, tag, and extract certain portions of the video data. For large systems of video camera (such as a law enforcement fleet, school, or hospital, as examples) this transmission and processing can cause significant delays or be prohibitive in most instances. For example, most law enforcement agencies transfer video files from a law enforcement vehicle to a back office using a standard Wi-Fi connection. This process is adequate for small files and uncongested Wi-Fi networks. However, for large files (such as those created with high-definition cameras) and multiple camera systems, Wi-Fi is slow and unreliable. Thus, many law enforcement agencies began having the law enforcement office physically transferring a memory card to the back office, but in this there is a chance of losing the data and requires the law enforcement officer to remember to bring and return the memory card.


What is lacking in the prior art is an efficient and intelligent system to manage video transmission and processing from video cameras. An administrator with information about the video data recorded, and remotely instructing the recordings, can more specifically request video data from the video camera. This will reduce transfer time and back-end processing time.


SUMMARY

Embodiments of the invention solve these problems by providing a video collection system collects and sends metadata related to video data such that recording may be triggered and tagged. The video collection system utilizes a mobile broadband network (such as a cellular network) to send metadata, receive triggers, and perform other functions while the video collection system is in the field. The video collection system broadly comprises a plurality of video cameras and a video collection manager. The video cameras each include a mobile broadband modem or other wireless communication element for sending metadata messages. In some embodiments the mobile broadband modem may also send still images, audio data, and video data in certain circumstances as discussed below. The video camera may also be associated with a video dock for the transfer of video data to the video collection manager. The video collection manager is communicatively coupled with one or both of the plurality of cameras and the plurality of camera docks. In some embodiments, the camera can be instructed or controlled by the video collection manager and can transmit captured metadata, such as to a memory associated with the video collection manager. The video collection manager can transmit trigger information, tag information, and other information that will expedite the later processing and transfer of video data. The captured video is transmitted or otherwise downloaded to the camera dock, and the video collection manager can instruct or otherwise control transmission of the captured video from the video camera dock and to the memory associated with the video collection manager.


A first embodiment of the invention is broadly directed to a video camera comprising a lens assembly, a non-volatile memory, a mobile broadband modem, and a processor. The processor is configured to receive, from a remote video collection manager via the mobile broadband modem, a trigger message indicative of a triggering event remote from the video camera. The processor is further configured to instruct video data from the lens assembly to be stored in the non-volatile memory in response to the trigger message. The processor is further configured to send, to the remote video collection manager via the mobile broadband modem, a metadata message indicative of the video data from the lens assembly. The processor is further configured to receive, from the remote video collection manager via the mobile broadband modem, a trigger termination message based at least in part of the metadata message. The processor is further configured to send, to the remote video collection manager via the mobile broadband modem, a post-recording metadata message. The processor is further configured to cease storage of the video data in the non-volatile memory.


A second embodiment of the invention is broadly directed to a computerized method of capturing video data by a video camera, the computerized method comprising: receiving, by a mobile broadband modem of the video camera, an administrator-initiated trigger via a mobile broadband network; initiating a recording of video data; sending, to a video collection manager via the mobile broadband modem, a metadata message indicative of metadata associated with the video data; terminating the recording of the video data in response to termination of the administrator-initiated trigger; sending, to the video collection manager via the mobile broadband modem, a trigger-complete metadata message; and storing the video data for later transfer.


A third embodiment of the invention is broadly directed to a video collection system comprising a video camera and a video collection manager. The video camera includes a mobile broadband modem. The video collection manager is communicatively coupled to the video camera via the mobile broadband modem of the video camera. The video collection manager is configured to send a first triggering message to the video camera indicative of an administrator-initiated trigger. The video camera is configured to record a first set of video data based upon the first triggering message. The video collection manager is configured to receive a second triggering message from the video camera indicative of a user-initiated trigger. The video camera tags a second set of video data based upon the second triggering message. The video collection manager is configured to receive a periodic metadata message from the video camera indicative of video data being recorded by the video camera.


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 is a schematic diagram illustrating internal components of a video camera configured to communicate with a remote video collection manager via a mobile broadband network;



FIG. 2 is a schematic diagram illustrating a video collection system of which the video camera may be a component;



FIG. 3 is flow diagram illustrating exemplary steps performed by the video camera; and



FIG. 4 is a flow diagram illustrating exemplary messages that may pass between the video camera and the video collection manager via the mobile broadband network.





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 description of the invention 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.


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 current technology can include a variety of combinations and/or integrations of the embodiments described herein.


Embodiments of the invention may be embodied as, among other subject matter, a method, a system, or a set of instructions embodied on one or more computer-readable media. Computer-readable media include both volatile and nonvolatile media, removable and non-removable media, and contemplate media readable by a database. 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.


Different forms of computer-readable media store data in different ways. For example, volatile storage media such as RAM may retain data only as long as it is powered, while non-volatile media such as flash memory retain data even when powered off. Furthermore, some forms of computer storage media are write-once, read many (WORM), such that data can be stored to them but not erased or overwritten. For some forms of WORM media, data can be recorded in multiple sessions, where the data from one session is appended to the data from the previous session. Other forms of media may be indefinitely rewriteable. Some forms of media may be encrypted, such that data is written to them encrypted by an encryption key (which can correspond to the device, the user, or be unique in some other way) and data read from them is scrambled unless decrypted with the corresponding decryption key.


Additionally, storage media can be made tamper-resistant such that it is difficult or impossible to alter or erase data stored to them, or to prevent reading data except by authorized means. WORM media or encrypted media, as described above are one way to make storage media tamper resistant. Another way is to make storage media physically difficult to remove, such as by covering them with epoxy after they have been installed. Other methods of making storage resistant tamper resistant are also known in the art and can be used.


Turning first to FIG. 1, a system diagram showing a video camera 100 is depicted schematically. The video camera 100 generally comprises a camera housing 102 and various internal components. The camera housing 102 may take any of numerous form factors, such as those shown in FIG. 2 and discussed below. For example, the camera housing 102 may be mounted on a person (either directly or via clothing or some other equipment), in a vehicle oriented outward, in a vehicle oriented inward, on a static structure, a head-mounted display form factor incorporating an eyepiece, a low profile, lapel- or epaulet-mounted form factor, or other form factor.


Mounted inside the camera housing 102 is at least one lens assembly 104. The lens assembly 104 is configured to capture video data. In some embodiments, additional lens assemblies may also be present. Each of lens assembly 104 is operable to provide a video feed of video data. While reference is made to “video data” and “video feeds,” In some embodiments, lens assemblies 104 may instead, or in addition, record still image data.


In certain embodiments, camera housing 102 may also include a display 106. In some embodiments, display 106 may be a monocular display for displaying the video feed from lens assembly 104, replaying recorded video data, or displaying other information. The other information may include metadata associated with the video data. In other embodiments, the display 106 is a glassless holographic display. Where present, display 106 generally may be any form of image display technology now known or hereafter discovered or invented. In some embodiments, display 106 is not integrated into camera housing 102, but rather removably attached, either directly or via a cable or wireless connection.


In some embodiments, camera housing 102 will also have an attachment structure 108 for connecting to one of a variety of suitable mounts. This attachment structure 108 may be purely mechanical or may incorporate data connections for connection to display 106, and/or other peripheral units. Examples of such attachment structures 108 include screw mounts, clip mounts, ball-and-socket mounts, friction mounts, and snap mounts. Any type of mounting hardware, now known or hereafter discovered may be used. The attachment structure 108 may be configured to be secured to a person, a vehicle, a stand, or other equipment.


In some embodiments, power supply 110 is mounted in camera housing 102. In some embodiments, power supply 110 is a set of rechargeable battery cells. These cells can be removable for recharging or chargeable via an external connection. In other embodiments, power supply is one or more non-rechargeable batteries. In still other embodiments, power supply 110 is a fuel cell or micro-turbine. Any form of power supply, now known or hereafter invented may be used as power supply 110.


In some embodiments, the camera housing 102 also contains processor 112 and associated controller circuitry. In various embodiments, processor 112 performs different functions associated with the operation of the camera unit including video encoding, trigger event detection, storage management, and input/output (I/O) control, as well as other functions known in the art. Processor 112 may take the form of a microcontroller, microprocessor, or special-purpose controller circuitry. Processor 112 may also incorporate one or more computer-readable media for storing device firmware. Processor 112 is electrically coupled to power source 110, and communicatively coupled to lens assembly 104 as well as various components installed in camera housing 102, including storage memories such as volatile memory 114 and non-volatile memory 116, sensors such as sensor 118, and I/O ports and controllers such as I/O unit 126. One exemplary method of operation for processor 112 is depicted in FIG. 3.


Encoded video data and other data processed by processor 112 may be stored in one or more memories such as volatile memory 114 or non-volatile memory 116. In one embodiment, video is recorded continuously, along with any relevant metadata, and stored in volatile memory 114. When a triggering event occurs (either locally, or received as a message from a remote device, as discussed in depth below), the contents of volatile memory 114 are transferred to non-volatile memory 116, and incoming video is also stored in non-volatile memory 116. In other embodiments, two non-volatile or volatile memories are used. In yet other embodiments, a single memory is used. In some single-memory embodiments, all video data is stored to non-volatile memory 116. In other single-memory embodiments, a triggering event initiated the recording and storage of data. In some embodiments, non-volatile memory 116, volatile memory 114, or both provide authenticated, tamper-resistant storage such that recorded data can be used as evidence in legal proceedings. In some embodiments, processor 112 uses a device-specific key to digitally sign or otherwise authenticate video recordings. In some embodiments, non-volatile memory 116 is a removable memory card. In some such embodiments, non-volatile memory 116 is write-once, read-many (WORM) memory. In general, the storage memories used in embodiments of the invention can be any data storage media known in the art as described herein or invented in the future. In some embodiments, camera housing 102 has no persistent storage memory, and video data that is to be retained is transmitted in real time over a network to a remote data store. In other embodiments, data to be retained is both stored locally and transmitted to a remote data store.


In some embodiments, additional sensors such as sensor 118 are present in camera housing 102, or elsewhere. Such sensors 118 may provide data to supplement the video data provided by lens assembly 104. Examples of such sensors include a microphone for recording audio data, a radio receiver for recording radio transmissions, a global-positioning system (GPS) receiver for recording position data, one or more accelerometers for recording movement and acceleration data, and a radio-frequency identifier (RFID) receiver for recording the presence of nearby RFID tags.


In some embodiments, the camera housing 102 may also contain an input/output (“I/O”) unit 120. The I/O unit 120 may allow additional modules such as those containing additional sensors to be attached. In some embodiments, I/O unit 120 allows data from storage memories 114 and 116 to be transferred off of the device. In other embodiments, it allows processor 112 to be reprogrammed. In yet other embodiments, it allows power supply 110 to be recharged. It will be apparent to a person skilled in the art that I/O unit 120 may perform all of these functions, individually or in parallel. For example, the video camera 100 may be inserted into a camera dock (not illustrated) for recharging and transfer of video data.


In some embodiments, the video camera 100 comprises a mobile broadband modem 122. A mobile broadband modem 122 is a type of modem that allows the video camera 100 to receive Internet access via a mobile broadband connection. The video camera 100 includes a mobile broadband modem 122 or is otherwise communicatively coupled with a mobile broadband modem 122. The video camera 100, via the mobile broadband modem 122, sends status messages (which may be periodic, based upon a user-initiated trigger, or both) and receives status messages and instructions (which may be periodic, based upon an administrator-initiated trigger, a third-party-initiated trigger, or some combination thereof).


The mobile broadband modem 122 communicates with a mobile broadband network 124. In embodiments, the mobile broadband network 124 is a cellular network. Examples of cellular networks include Code Division Multiple Access (“CDMA”), Global System for Mobile communications (“GSM”), Orthogonal Frequency-Division Multiplexing (“OFDM”), variations thereof, and other cellular networks. The mobile broadband network 124 may use any of various data transmission protocols, presently existing or hereafter invented. Examples of data transmission protocols include 2G, 3G, 4G, 4G LTE, and 5G.


A video collection manager 126 is communicatively coupled with the mobile broadband network 124. The video collection manager 126 is a centralized or regional device or computer program, such as a cloud-based storage system. The video collection manager 126 communicates with the video cameras to determine what video data is being recorded, trigger the recording and saving of certain video data, instruct tags to be added to the video data for later retrieval and transfer, and other functions. The video collection manager 126 may also track the location of the video camera 100, the status of the video camera 100, and other information based upon periodic metadata messages sent from the video camera.


The mobile broadband network 124 is connected to the Internet as discussed above. Thus, the video collection manager 126 may be connected via the Internet or via the mobile broadband network 124 directly. For example, the video collection manager 126 may also include a mobile broadband modem. As another example, the video collection manager 126 may include a wired Internet connection. The video collection manager 126 may be a server, a cloud-based computing device, a cloud-based storage system, a computing device at a headquarters or dispatch location, or other computing device.


Turning to FIG. 2, an exemplary video collection system is shown. Broadly, the video collection system includes a recording device manager 200 and one or more component devices. Some embodiments of the invention include a recording device manager 200 as described in commonly-assigned U.S. Pat. Nos. 8,781,292 and 9,253,452, both of which are incorporated herein in their entireties. The recording device manager 200 may receive an indication that one video camera 100 has begun recording and instruct other video cameras (or other recording devices) to also begin recording. The recording device manager 200 may include a user control device 202 that allows the user to view, edit, save, and organize the video data.


As shown in FIG. 2, the video collection system may include a person-mounted video camera 204, a vehicle-mounted video camera 206, or a static-mounted video camera 208, other video cameras, or some combination thereof. The video camera 100, discussed herein, may be the person-mounted video camera 204, the vehicle-mounted video camera 206, or the static-mounted video camera 208, or some other video camera. The video camera 100,204,206,208 records video data and/or audio data. The video camera includes a mobile broadband modem 122 or is otherwise communicatively coupled with a mobile broadband modem 122. For example, the mobile broadband modem 122 may be within (or otherwise associated with) the recording device manager 200, such that the messages described below are sent with the recording device manager 200 as a conduit thereto. The video camera 100, via the mobile broadband modem 122, sends status messages (which may be periodic, based upon a user-initiated trigger, or both) to the video collection manager 126 and receives status messages and instructions from the video collection manager 126 (which may be periodic, based upon an administrator-initiated trigger, a third-party-initiated trigger, or some combination thereof).


The video collection system may include a computer 210 or other external storage device. The video camera 100 may also send video data to the computer 210 or other video cameras, memory cards, external memory, or a back-end office. For example, a vehicle-mounted video camera 206 may transfer a portion of captured video data to a body-mounted video camera so as to expedite the upload of the captured video data when the body-mounted video camera is docked for recharging (instead of relying of the physical transfer of a memory card or the upload over Wi-Fi, as discussed above).


Turning to FIG. 3, exemplary steps performed by the video camera 100 are shown and described. As shown in FIG. 3, various communications to and from the video collection manager 126 are shown. These communications are made by the mobile broadband modem 122 via the mobile broadband network, as discussed above.


In Step 300, the video camera 100 initializes. The video camera 100 initializes upon power up or other initialization. Alternatively power up may be through an independent power cable from an external power source (such as an automobile electrical system). In other embodiments, power up may be initiated by the user pressing (or otherwise manipulating) a button or other power switch (not illustrated) on the video camera 100. In these embodiments, the video camera 100 may be powered by an internal battery (e.g., power supply 110). Upon initializing, based upon receiving power or an initialization instruction as discussed above, the video camera 100 performs boot up functions and other initialization functions. These may include communication with external computing devices, interfacing with sensor, beginning internal processes, powering up internal devices such as the display 106, checking for internal errors, and other initialization processes.


In Step 302, the video camera 100 sends a status message to the video collection manager 126. The status message informs the video collection manager 126 of the availability of the video camera 100 to begin recording if needed. The status message may also include other information related to the video camera 100, as discussed below in relation to FIG. 4.


In Steps 304, 306, and/or 308, triggers are received by the video camera 100 from various sources. Triggers instruct a recording to begin, a recording to be saved, a recording to be tagged or marked (or otherwise have certain metadata associated with it), or some combination thereof. Triggers may additionally, or alternatively, or in certain instances, be indicative that such an action has already been taken and are thus a status update. Three exemplary types of triggers, as mentioned above, include user-initiated triggers, administrator-initiated triggers, and third-party-initiated triggers. These are discussed in more depth below. Other types of triggers may also be used. Further, multiple different types of triggers may be received subsequently and/or other different occasions. For example, a first trigger received may be an administrator-initiated trigger and a second trigger received may be a third-party initiated trigger. The second trigger may be initiated during or after the first trigger. Thus, multiple triggers may be active simultaneously.


In Step 304, the video camera 100 receives a user-initiated trigger. A user-initiated trigger originates from the user or video camera 100 itself. The user-initiated trigger may be manually created or automatically created. Manually created triggers may be generated by the pressing of a button, a selection of a user input, a powering-on of the video camera 100, or other action by the user. For example, the user may press a button (such as a trigger button or a begin-recording button) on the video camera 100 to initiate a trigger. The trigger may be automatically created upon the detection of a certain criteria (which may be known as a triggering event). Examples of a triggering event can include detection of the sound of a gunshot or other loud noise, detection that sirens have been activated, entering or leaving of a certain geographic area, detection of the drawing of a firearm or electronic weapon, detection of the beginning of a breath analysis or other external device use, detection of a vehicular collision or other driving event, detection of an elevated heart-rate or step-rate by the user, detection of a certain speed or orientation of the video camera 100 (or a rate of change thereof), or the detection of some other criteria that may be indicative that the video data collected may be of potential future relevance. Yet another automatic user-initiated trigger could be the loss of communication with the video collection manager 126. The video camera 100 will be sending the below-discussed periodic metadata messages via the mobile broadband modem 122 or other wireless communication element. If an acknowledgement is not received from the video collection manager 126, a recording or tagging could be triggered by the lack of an acknowledgement (or after a couple of attempts). For example, if the user went out of transmission range such as in a building, basement, or other, the video camera 100 would ultimately be triggered to record or otherwise tag the video data. It should be appreciated that in some instances the user-initiated trigger is produced locally (e.g., on the actual video camera) and in some instances the user-initiated trigger is produced via the mobile broadband modem 122 or other type of I/O unit.


In Step 306, the video camera 100 receives an administrator-initiated trigger. Administrator-initiated triggers originate from a system administrator, dispatcher, supervisor, or other person that is remote from the video camera 100 and associated with the system (and/or the entity utilizing the system), or from the system itself. As above, the administrator-initiated trigger may be manually created or automatically created. The administrator may manually create the trigger by instructing the video collection manager 126 to send a trigger to all or some of the video cameras. As an example, the administrator monitoring a situation may trigger all video cameras in a certain geographic area such that all begin recording and/or tag the already recording data. As another example, if the dispatcher knows that a user is in a situation which should trigger the video camera 100, but the user has forgotten to initiate, the administrator can initiate the trigger remotely. The video collection manager 126 may automatically create the trigger based upon the occurrence of certain conditions. For example, if the video collection manager 126 receives a user-initiated trigger from a first video camera, the video collection manager 126 may automatically generate a trigger for a second video camera that is in proximity to the first video camera (or which may come into proximity at a later time).


In Step 308, the video camera 100 receives a third-party initiated trigger. Third-party-initiated triggers originate external to the system. In some embodiments, the third-party-initiated trigger may be generated externally to the system and sent to the system as a trigger. In other embodiments, the third-party-initiated trigger may be generated by the system in response to external information. For example, the trigger may be generated based upon information from a weather service (such as the National Weather Service), an earthquake detection system, an alerting system (such as an Amber Alert, a Silver Alert, a National Emergency Alert), or other system. The third-party may also be a similar system that is outside the control of the system. For example, a system that operates a city's fire department video system may generate third-party-initiated triggers for a separate but similar system that operates that city's police department video system. In some embodiments, the third-party-initiated trigger may be received and distributed by the video collection manager 126. In other embodiments, the third-party-initiated trigger may be sent to the video camera 100 directly from the external source.


In Step 310, the video camera 100 initiates recording based upon one or more of the above-discussed triggers. As discussed above, video data will be stored in the non-volatile memory 116 of the video camera 100, such that all or a portion of the video data may be subsequently transferred. The video camera 100 is used to record events as seen from a first-person perspective of the wearer, the vehicle in which the camera is mounted, the permanent mounted location of the camera, or other location. This can be advantageous for recreating and demonstrating what happened at a later date. For example, if the wearer observes a crime, an accident, or an event or function being performed, this can be observed later by others via the video. Because the indication that such an event needs to be recorded may come from the user, the administrator, or some third party, the triggering of the video recording, saving, and/or tagging may be originating from different entities. As such, in embodiments of the invention, the video camera 100 is configured to send triggering indications, receive triggering indications, send periodic metadata messages, and perform other functions relative to the video collection manager 126.


In embodiments of the invention, the video camera 100 will record continuously throughout the work shift (or similar time period). The video camera 100 may contain enough battery life in power supply 110 and enough memory in a camera-memory unit to record at least one day's worth of events. The wearer can utilize a “mark” button on the video camera 100 to denote important events or observations that may be worthy of later review and retention. The wearer may also perform an audible tagging by saying a certain phrase that is interpreted as being a mark, such that the wearer need not push a mark button. The audible tagging may also be automatic, such as by being triggered by very loud noises captured. The video data captured by the video camera 100 may be stored internally and/or transferred to the camera dock as discussed below. The video data may then be selectively stored and/or transferred based upon the tags in the video data, a retention policy of the system, a “first in, first out” (“FIFO”) buffer, or other criteria. These functions may be performed in addition to the sending and receiving of metadata messages, triggers, and other information about the video data.


Other examples of parameters associated with the camera that may be used to determine recording, tagging, and/or post-proceeding deletion of recorded data include a time of day when the data is being recorded, the user and privileges associated with the user, a memory capacity of a particular camera, a type of or location of the video camera 100 (e.g., a head-mounted camera may be assigned different recording and processing features than a vehicle-mounted camera), etc.


In Step 312, the video camera 100 sends periodic metadata messages to the video collection manager 126. The video camera 100 may send the periodic metadata messages directly to the video collection manager 126, via the mobile broadband modem 122 (or other wireless communication element) or indirectly to the video collection manager 126, via the mobile broadband modem 122 and a recording device manager 200 or other device. The wireless communication element may be a mobile broadband modem 122 (as discussed above), a Wi-Fi transceiver, a Bluetooth transceiver, or other structure configured to communicate wirelessly.


The mobile broadband modem 122 allows the video camera 100 to remain in communicative contact with the video collection manager 126 as the video camera 100 travels. Because mobile broadband connections are more extensively available in most areas, this allows the video camera 100 to remain in communicative contact over a large area. This allows the video camera 100 to send status messages, metadata messages, trigger messages, and other information. This also allows the video camera 100 to receive status messages, metadata messages, trigger messages, and other information from the video collection manager 126. Further, this allows the video collection manager 126 to track the locations and recording statuses of various video cameras, and to instruct recording and/or tagging based upon a trigger.


Various types of metadata may be associated with the video data. Metadata may provide information related to how the recording started, who started the recording, how the recording stopped, who stopped the recording, etc. Broadly, metadata may include beginning of the recording metadata (such as user information, who started the recording, how the recording started, a timestamp for the beginning of the recording, a location stamp for the beginning of the recording, an event identifier received or generated, a status of the hardware, trigger information, external associated camera information, etc.), ongoing metadata during the recording (such as speed during the recording, location during the recording, orientation of the video camera 100 during recording, and other information), end of the recording metadata (such as how the recording stopped, who stopped the recording, a time stamp for the end of the recording, a location stamp for the end of the recording, whether the recording ended due to loss of power), and post-recording metadata added manually by the user and/or the administrator.


Examples of metadata broadly include header metadata, internal event triggering metadata, external event triggering metadata, frame header metadata, frame metadata, GPS location metadata, streaming metadata, camera monitoring metadata, checksum metadata, microphone metadata, recording ended metadata, event profiling metadata, Bluetooth metadata, output trigger metadata, dock metadata, video collection manager metadata, and system health metadata. It should be noted that the above are example groupings or types of metadata and that other groupings or types may be used. Examples of these groupings or types are discussed in more depth below.


As a first example, header metadata may include a device firmware version, a metadata format version, a device serial number, a device type, a vehicle identification number associated with the device, a user number, a user name, a date stamp, a time stamp, an event identification number, an event name, an event description, an incident or case number, a video stream count, an audio stream count, and the like.


As a second example, internal event triggering may include acceleration data, speed data, braking data, cornering data, collision data, GPS location data, button press on device data, button press on a remote data, power loss data, vertical threshold data, event continuation data. As a third example, external event triggering may include any number of external sensors that may be providing data.


As a fourth example, frame header metadata may include frame identifiers, offset, frame type, data length, and other data information. As a fifth example, frame metadata may include vehicle speed, GPS latitude, GPS longitude, GPS valid or not, number of GPS satellites, distance from home base, distance from some other location, patrol, lock, target, accelerometer readings, and external sensor readings. As a sixth example, GPS location metadata may include any of numerous unauthorized location information such that the proximity to those unauthorized locations may be determined. Similarly, the GPS location metadata may include waypoints, dispatch locations, headquarters locations, locations of interest, and other locations.


As a seventh example, the streaming metadata may include stream number, video source, audio source, left audio source, right audio source, day/night mode, camera type, zoom level, flags, bitrate, video active, video monitored, lights, IR lights, covert mode, and camera numbers.


As an eighth example, the checksum metadata may include a file name, a hash type, and the checksum itself. As a ninth example, the microphone metadata may include a serial number of the microphone, a GPS location of the microphone, a stream number, a status, and an audio feed status. As a tenth example, the recording ended metadata may include an end time stamp, an end date stamp, a method of ending (such as stop button, post event, file size limit, video signal lost, power off by user, low battery power off, external command, etc.).


As an eleventh example, the event profiling metadata may include information related to a subject of the video (such as age, gender, ethnicity, and other distinguishing characteristics) and may include a reference or identification number for the subject. As a twelfth example, the Bluetooth metadata may include information related to Bluetooth activation and/or deactivation, Bluetooth connection status, Bluetooth signal strength, Bluetooth connection established timestamp, Bluetooth connection lost timestamp, and other information related to a Bluetooth connection. As a thirteenth example, the dock metadata may include information related to a dock into which the camera was placed after the recording was completed. The dock metadata may include a dock type, a dock serial number, a dock firmware version, a user name associated with the dock, a docking timestamp, etc. The video collection manager metadata may include video collection manager type, a video collection manager serial number, a video collection manager firmware version, a vehicle and/or user associated with the video collection manager, an event identifier supplied by the video collection manage, an offset time, a record of the instruction to begin recording, a record of the instruction to end recording, a status update from the video collection manage, and other information related to the video collection manager 126.


As a fourteenth example, the system health metadata may be independent of any particular video event. System health metadata is a record of system operations, statuses, and other information. The system health metadata is recorded in a log file that can be used to determine the cause of a system failure.


Because at least a portion of the metadata is being sent to the video collection manager 126 via the mobile broadband network 124, the administrator can be alerted to various conditions and take action accordingly. For example, if the user manually stopped the recording, the administrator may reinstate the recording and/or lock the user out of ending the recording. As another example, the recording may stop only upon the administrator approving the stopping of the recording. As still another example, the administrator may create a geofence or other location information remotely that affects the operation of the camera in relation to that location (e.g., no users may manually stop recording within 200 yards of the designated location).


In Step 314, the trigger terminates. The trigger my terminate in any of numerous ways. For example, the user may terminate the trigger, such as by pressing the mark button again or providing another user input. As another example, the administrator may terminate the trigger based upon a resolution of the situation that caused the trigger to be initiated. As yet another example, the trigger may be terminated upon the passage of a certain period of time, the movement of the video camera 100 into or out of a certain location, an audible cue by the user, the removal or ending of the condition that initiated the trigger, or other information.


In Step 316, the video camera 100 sends a trigger-complete metadata message to the video collection manager 126. The trigger-complete metadata message may be indicative that the trigger complete message was received, the video camera 100 is complying with the trigger complete message, that the video recording has ceased, that the trigger was completed locally by the user, or other indication. The trigger-complete metadata message may be a periodic metadata message. Further, the trigger-complete metadata message may include metadata regarding the recording that is available upon completion.


In Step 318, the video camera 100 stores the video data. This may include recording the video data in the non-volatile memory 116, transferring the video data (or a portion thereof) via the I/O port or the mobile broadband modem 122, transferring the video data (or a portion thereof) to the computer 210 or to another external computing device.


Turning to FIG. 4, various messages via the mobile broadband network 124 between the video camera 100 and the video collection manager 126 are shown. It should be appreciated that, as with other steps discussed herein, the steps described herein are not necessarily in order: not all steps need be performed in all embodiments, steps may be performed in any order, some steps may be performed simultaneously, some steps may be performed more than once, etc.


In Step 400, the video camera 100 and the video collection manager 126 establish wireless electronic communication via the mobile broadband modem 122. The video collection manager 126 receives and processes information from the video camera 100 upon the connection being established. This allows for secure and automatic transfers of information. If the connection is lost, or if the transfer is interrupted, the information may be saved at the video camera 100 and transferred upon a reconnection. The files transferred may also be logged for a complete audit trail.


In Step 402, the video camera 100 sends a first status message to the video collection manager 126 via the mobile broadband modem 122. For example, the first status message may include location, speed, orientation, recording status, trigger status (whether any trigger has been received or is otherwise active), associated user information, associated device information, and other status information. The video camera 100 sends a second status message, and other subsequent status messages. In some instances, the second or subsequent status message may include information that has changed since the previous status message. For example, if the location and speed have changed since the previous status message, this information will be sent while other information that has not changed, such as associated device information, may not be sent or may be abbreviated. The second or subsequent status message may be delayed from the first status message by a certain time interval (such as ten seconds, thirty seconds, one minute, ninety seconds, two minutes, or other interval), or by a change in the information sent, or both.


In Step 404, a trigger indication is generated. As discussed above, the trigger indication may be initiated at the user, an administrator (such as the video collection manager 126 itself), or a third party. The trigger indication is sent from the generating device to the other device (e.g., from the video camera 100 to the video collection manager 126, or from the video collection manager 126 to the video camera 100). The trigger indication therefore ensures that both devices have information that a trigger has been or should be initiated.


In Step 406, a trigger confirmation message is sent by the video camera 100 to the video collection manager 126. The trigger confirmation message may indicate receipt of the trigger message, the beginning of recording of video data, the storing of the recording of video data, the annotation of otherwise recorded video data, or some other indication to the video collection manager 126 that the video camera 100 is complying with the trigger message. The video camera 100 may also send periodic trigger confirmation messages indicative that the video camera 100 considers the trigger to still be active. This allows the video collection manager 126 to terminate the trigger at a certain time (or upon some other criteria).


In Step 408, periodic metadata messages are sent to the video collection manager 126 during the trigger. This allows the video collection manager 126 to continue to track the location, recording status, and other status information for the video camera 100. The periodic metadata messages may include any combination of header metadata, internal event triggering metadata, external event triggering metadata, frame header metadata, frame metadata, GPS location metadata, streaming metadata, camera monitoring metadata, checksum metadata, microphone metadata, recording ended metadata, event profiling metadata, Bluetooth metadata, output trigger metadata, dock metadata, video collection manager metadata, and system health metadata (as discussed above).


In Step 410, a trigger termination message is sent from the video collection manager 126 to the video camera 100 via the mobile broadband network 124. As discussed above, the trigger may be terminated in any of numerous ways. For example, the administrator may terminate the trigger based upon a resolution of the situation that caused the trigger to be initiated. As yet another example, the trigger may be terminated upon the passage of a certain period of time, the movement of the video camera 100 into or out of a certain location, an audible cue by the user, the removal or ending of the condition that initiated the trigger, or other information.


In Step 412, a trigger-complete metadata message may be sent to the video collection manager 126. The trigger-complete metadata message may include a checksum and other information about the video data, such as the length of the recording, locations associated, and other information. The trigger-complete metadata message may be utilized by the video collection manager 126 to determine what video data to request from the camera dock or directly from the video camera 100. In this way, the video collection manager 126 generates a list of what video data was recorded and a list of what video data is coming. This can also include a status of transmission of the video data and information on what video data is being transmitted. Thus, chain of custody of the video data is improved over prior art systems.


In Step 414, a retention instruction message is sent from the video collection manager 126 to the video camera 100. In other embodiments, the retention instructions may be standardized or based upon some other set criteria. In embodiments, the video data related to the trigger is transferred to the video collection manager 126, either directly or via the camera dock. This step may be performed at a later time, such as upon the video camera 100 being returned to the camera dock or to a Wi-Fi connection, or may be performed immediately (such as upon a request from the administrator or video collection manager 126 in an emergency situation). The video data may be automatically tagged and assigned to an incident identification number (such as provided by the video collection manager 126). In some embodiments, an original video file is saved separately from any tagged or edited video file, so as to maintain integrity and security of the video data. The tagging allows the video data to be catalogued with other video data (from the same and/or different video cameras) without requiring the user and/or the administrator to manually catalogue. Examples of cataloguing and sorting include: user name, time, date, vehicle or camera identifier, priority level, status, workflow state, incident number, “triggered by” information, event identification, frame triggers (such as speed, acceleration, emergency lights, sirens, etc.). Other activity related to the video may also be logged, such as viewing, outputting, commenting, tagging, editing, removing, and archiving of the video data.


In embodiments of the invention when a user-initiated trigger is received (e.g., a mark button is pressed), the video camera 100 sends metadata, a still image, audio data, or other information to the video collection manager 126. This may be used to alert an administrator of the trigger, to allow for administrator-initiated triggers to be sent to other video cameras, or to perform other functions. For example, the metadata may include a location where the trigger initiated, the time of the trigger, the orientation of the camera during the trigger, and other information related to the camera or the image. Other examples include the speed of the vehicle associated with the video camera 100; other vehicle information (such as an OBD2 monitor or collision sensor); and the activation or deactivation of sirens, lights, brakes, microphones, and other devices.


In some embodiments, upon a press of the mark button the video camera 100 may start live streaming the audio data, periodic still images, or video data to the video collection manager 126 for immediate review (such as in an emergency situation). This may be done at the request of the security administrator (e.g., a remotely given command via the video collection manager 126) or by an indication from the wearer such as a long press, a series of multiple presses of the mark button, or by a certain audible mark.


Other functions may also be performed based upon the information sent to the video collection manager 126. As an example, upon the initiation of a trigger during a traffic stop, the video camera 100 may upload all or a portion of the audio data collected. The audio data sent to the video collection manager 126 may be processed such that certain information may be obtained, a transcript of the audio data is automatically generated, or other functions performed. Based upon the information obtained, an incident report or ticket may be at least partially created or completed. This incident report or ticket may then be sent to the user to assist the user in performing job duties.


As a more specific example, the video collection manager 126 (having received the audio data from the video camera 100) may determine that the user said, “I observed you driving through that stop sign without stopping.” Based upon this analysis, the video collection manager 126 may at least partially complete the ticket (e.g., select the correct form and add the specific offense), or may send the information to a computer system in the user's vehicle to perform this function (such as computer 210). The analysis of the audio data may be too computationally intensive to be performed at the video camera 100 or the computer system in the vehicle (such as computer 210), and/or may require internet-based resources to be performed. Other information may also be automatically added to the ticket, such as the user's name, the location of the trigger, the time of the trigger, and other information based upon the metadata.


As another example, a still image of the rear of the vehicle may be automatically sent to the video collection manager 126. Based upon this, the video collection manager 126 may perform an optical character recognition (“OCR”) on the still image to determine the license plate number of the vehicle. This information may be used access a database of license plate numbers and/or to fill out at least a portion of the ticket. In other embodiments, the OCR may be performed locally, and this information sent to the video collection manager 126 with the trigger indication and/or the periodic metadata message.


As still another example, a still image of a person's face (such as from a body-worn video camera 100) may be uploaded for facial recognition of that person. This may be performed automatically (e.g., upon each encounter with a person), upon a user-initiated request (e.g., upon a suspicion that fake identification documents have been provided), upon an administrator-initiated request (e.g., subsequent to the recording of the image, upon an emergency situation involving that person such as a fleeing of the scene), or upon a third-party-initiated request.


In some embodiments of the invention, the video collection manager 126 is a dedicated device that communicates with the video camera 100 and/or the camera docks. In other embodiments, the video collection manager 126 is a remote application operating on a server (such as a cloud-based video collection manager). In still other embodiments, the video collection manager 126 is a local application operating on a computer system associated with the facility or organization that administers the video collection system.


In embodiments of the invention, the video collection manager 126 receives the above-discussed messages directly from the video camera 100 and later requests video data related to at least one message from the camera dock. The video collection manager 126 may be communicatively coupled to the camera dock directly or indirectly. Examples of direct communication include a wired or wireless connection between the video collection manager 126 and the camera dock. Indirect connection includes an intermediary device for facilitating the communication. For example, the camera dock may be communicatively coupled to a computer, which in turn communicates with the video collection manager 126. As another example, the camera dock may include a Wi-Fi connection that connects through a wireless router to the video collection manager 126, or a mobile broadband connection.


In embodiments of the invention, the camera dock sends at least a portion of the video data to the video collection manager 126. The camera dock will upload the video data associated with metadata as requested by the video collection manager 126 and/or based upon certain conditions and criteria associated with the metadata. These conditions may be previously determined or set by the video collection manager 126 (or an administrator operating the video collection manager 126 or associated computer platform). The metadata may the upload of certain video data. For example, metadata that may trigger an upload include a long press of the mark button, any press of the mark button, a GPS location, or entry into an unauthorized or abnormal location. As an example, a human operator or automatic process of the video collection manager 126 may manage the available upload bandwidth to prioritize the upload of certain information (e.g., video data) based upon the above-discussed characteristics. Based upon the number of body-mounted cameras in the docks, and the amount of video data to potentially be uploaded, the video collection manager 126 may direct what video data will be uploaded and an order for upload, what video data should be retained on the local body-mounted camera and/or camera dock, what video data should be deleted, etc.


It should be appreciated that various embodiments of the invention could be applied to numerous fields. Examples of the fields of use include law enforcement, emergency response, government vehicle fleets, commercial vehicle fleets, schools, hospitals, commercial warehouses, and other fields of use that use distributed video cameras.


It should be appreciated that, while the above disclosure is directed mainly to the field of law enforcement, some embodiments of the invention are associated with other fields. Some embodiments of the invention are directed to military functions, para-military functions, private security functions, private citizens, etc. For example, the user 22 may be a private citizen and the subject may be an assailant or other malfeasant. The law enforcement field discussed is merely exemplary and should not be construed as limiting.


Another exemplary field of usage for embodiments of the invention will now be discussed. An application-based taxi service may utilize embodiments of the invention for managing drivers. The administrator may send (automatically or manually) information to the driver regarding a certain trip, including a unique trip identifier. The supplied information may also include a pickup time and location, a drop off location, an expected distance, monetary compensation for the driver, information about the passenger, and other information that may be pertinent to the trip. The video camera 100 may begin recording upon pickup and end recording upon drop off. The beginning and ending of the video, the marking with a unique trip identifier associated with the passenger, and the uploading of metadata and/or video data are performed without any additional steps or input from the driver. This provides additional security for both driver and passenger.


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.


Having thus described various embodiments of the invention, what is claimed as new and desired to be protected by Letters Patent includes the following:

Claims
  • 1. A video camera comprising: a lens assembly;a volatile memory;a non-volatile memory;a mobile broadband modem; anda processor configured to— temporarily store continuously recorded video data from the lens assembly in the volatile memory;receive, from a remote video collection manager via the mobile broadband modem, a trigger message indicative of a triggering event;in response to receiving the trigger message, transfer the video data from the volatile memory to the non-volatile memory;store subsequently recorded video data from the lens assembly in the non-volatile memory;assign a device-specific key associated with the video camera to the video data for authentication of the video data;send, to the remote video collection manager via the mobile broadband modem, a metadata message indicative of the video data from the lens assembly,wherein the metadata message comprises triggering event metadata indicative of the triggering event that triggered storage of the video data in the non-volatile memory;receive, from the remote video collection manager via the mobile broadband modem, a trigger termination message based at least in part on the metadata message;send, to the remote video collection manager via the mobile broadband modem, a post-recording metadata message; andcease storage of the video data in the non-volatile memory.
  • 2. The video camera of claim 1, wherein the processor is further configured to: send, to the remote video collection manager via the mobile broadband modem, an initialization message indicative that the video camera is operational.
  • 3. The video camera of claim 1, wherein the triggering message is a third-party initiated trigger message.
  • 4. The video camera of claim 1, wherein the triggering message is an administrator-initiated trigger message.
  • 5. The video camera of claim 1, wherein the processor is further configured to: send, to the remote video collection manager via the mobile broadband modem, a status message indicative of a location of the video camera.
  • 6. The video camera of claim 5, wherein the triggering event is based at least in part on said location of the video camera.
  • 7. The video camera of claim 1, wherein the processor is further configured to: send, to the remote video collection manager via the mobile broadband modem, a post-recording metadata message indicative of the recorded video data.
  • 8. The video camera of claim 7, wherein the processor is further configured to: receive, from the remote video collection manager via the mobile broadband modem, a retention instruction message,wherein the retention instruction message is based at least in part on the post-recording metadata message.
  • 9. A computerized method of capturing video data by a video camera, the computerized method comprising: temporarily storing continuously recorded video data from a lens assembly of the video camera in a volatile memory;receiving, by a mobile broadband modem of the video camera, an administrator-initiated trigger via a mobile broadband network;in response to receiving the administrator-initiated trigger, transferring the video data from the volatile memory to a non-volatile memory;storing subsequently recorded video data from the lens assembly in the non-volatile memory;assigning a device-specific key associated with the video camera to the video data for authentication of the video data;sending, to a video collection manager via the mobile broadband modem, a metadata message indicative of metadata associated with the video data,wherein the metadata message comprises triggering event metadata indicative of the administrator-initiated trigger that triggered storage of the video data in the non-volatile memory;terminating the recording of the video data in response to termination of the administrator-initiated trigger;sending, to the video collection manager via the mobile broadband modem, a trigger-complete metadata message; andstoring the video data for later transfer.
  • 10. The computerized method of claim 9, further comprising: sending, to the remote video collection manager via the mobile broadband modem, an initialization message indicative that the video camera is operational.
  • 11. The computerized method of claim 9, further comprising: receiving, by a mobile broadband modem of the video camera, a third-party initiated trigger message via a mobile broadband network; andinitiating a second recording of video data distinct from said recording of video data.
  • 12. The computerized method of claim 9, further comprising: sending, to the remote video collection manager via the mobile broadband modem, a status message indicative of a location of the video camera.
  • 13. The computerized method of claim 12, wherein the administrator-initiated trigger is based at least in part on said location of the video camera.
  • 14. The computerized method of claim 9, further comprising: sending, to the remote video collection manager via the mobile broadband modem, a post-recording metadata message indicative of the recorded video data.
  • 15. The computerized method of claim 9, further comprising: receiving, from the remote video collection manager via the mobile broadband modem, a retention instruction message,wherein the retention instruction message is based at least in part on the post-recording metadata message.
  • 16. A video collection system comprising: a video camera comprising: a lens assembly;a volatile memory;a non-volatile memory; anda mobile broadband modem;anda video collection manager communicatively coupled to the video camera via the mobile broadband modem of the video camera,wherein the video collection manager is configured to send a first triggering message to the video camera indicative of an administrator-initiated trigger,wherein the video camera is configured to transfer a first set of video data from the volatile memory to the non-volatile memory and store subsequently recorded video data from the lens assembly in the non-volatile memory based upon the first triggering message,wherein a device-specific key associated with the video camera is assigned to the video data for authentication of the video data,wherein the video collection manager is configured to receive a second triggering message from the video camera indicative of a user-initiated trigger,wherein the video camera tags a second set of video data based upon the second triggering message,wherein the video collection manager is configured to receive a periodic metadata message from the video camera indicative of video data being recorded by the video camera,wherein the periodic metadata message comprises triggering event metadata indicative of the triggering message.
  • 17. The video collection system of claim 16, wherein the video camera is configured to send, to the remote video collection manager via the mobile broadband modem, an initialization message indicative that the video camera is operational.
  • 18. The video collection system of claim 16, wherein the video collection manager is configured to send, to the mobile broadband modem of the video camera, a third-party initiated trigger message via a mobile broadband network; andwherein the video camera is configured to record a second set of video data distinct from said first set of video data.
  • 19. The video collection system of claim 16, wherein the video camera is configured to send, to the remote video collection manager via the mobile broadband modem, a status message indicative of a location of the video camera, andwherein the administrator-initiated trigger is based at least in part on said location of the video camera.
  • 20. The video collection system of claim 16, wherein the video camera is configured to receive, from the remote video collection manager via the mobile broadband modem, a retention instruction message,wherein the retention instruction message is based at least in part on the post-recording metadata message.
RELATED APPLICATIONS

This non-provisional patent application claims priority benefit, with regard to all common subject matter, of earlier-filed U.S. Provisional Patent Application No. 62/716,277 filed on Aug. 8, 2018 and entitled “REMOTE VIDEO TRIGGERING AND TAGGING” (the '277 Application). The '277 Application is hereby incorporated by reference in its entirety into the present application. This non-provisional patent application claims priority benefit, with regard to all common subject matter, of earlier-filed U.S. Provisional Patent Application No. 62/836,913 filed on Apr. 22, 2019 and entitled “REMOTE VIDEO TRIGGERING AND TAGGING” (the '913 Application). The '913 Application is hereby incorporated by reference in its entirety into the present application. Embodiments and/or features of the invention described in the present document may be used with the subject matter disclosed in commonly assigned U.S. Pat. No. 8,781,292, filed Sep. 27, 2013, issued Jul. 15, 2014 and entitled “COMPUTER PROGRAM, METHOD, AND SYSTEM FOR MANAGING MULTIPLE DATA RECORDING DEVICES” (“the '292 Patent”); and commonly assigned U.S. Pat. No. 9,253,452, filed Aug. 14, 2013, issued Feb. 2, 2016, and entitled “COMPUTER PROGRAM, METHOD, AND SYSTEM FOR MANAGING MULTIPLE DATA RECORDING DEVICES” (“the '452 Patent”). The '292 Patent and the '452 Patent are hereby incorporated by reference in their entirety into the present application.

US Referenced Citations (468)
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 Yosioka 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 McNulty, 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
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
8446516 Pitts 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
8930072 Lambert et al. Jan 2015 B1
8934045 Kam 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
9164543 Minn et al. Oct 2015 B2
9253452 Ross et al. Feb 2016 B2
9518727 Markle et al. Dec 2016 B1
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
10298834 Pitts May 2019 B2
10366586 Leizerovich Jul 2019 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
20040008255 Lewellen Jan 2004 A1
20040043765 Tolhurst Mar 2004 A1
20040143373 Ennis Jun 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, Sr. 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
20060070110 Mercer Mar 2006 A1
20060082730 Franks Apr 2006 A1
20060125919 Camilleri et al. Jun 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
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
20070064108 Haler Mar 2007 A1
20070067079 Kosugi Mar 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
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
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
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
20100158486 Moon 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
20120014659 Hugosson Jan 2012 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
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
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
20130285232 Sheth Oct 2013 A1
20130290018 Anderson et al. Oct 2013 A1
20130300563 Glaze Nov 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
20140169752 May Jun 2014 A1
20140170602 Reed Jun 2014 A1
20140176733 Drooker et al. 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
20150168144 Barton 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
20150358549 Cho et al. Dec 2015 A1
20160042621 Hogg Feb 2016 A1
20160042767 Araya Feb 2016 A1
20160050345 Longbotham Feb 2016 A1
20160064036 Chen Mar 2016 A1
20160092582 Taber 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
20160322081 Schileru Nov 2016 A1
20160358393 Penland Dec 2016 A1
20160360160 Eizenberg Dec 2016 A1
20160364621 Hill et al. Dec 2016 A1
20170006327 Aghdasi Jan 2017 A1
20170028935 Dutta et al. Feb 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 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
20180161682 Myhill Jun 2018 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 (100)
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: httb://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-bodycm-hq-angeleye.html, Sep. 26, 2013, Date Posted: Unknown, pp. 1-3.
Brick House Security Body Worn Cameras / Hidden Cameras / Covert Spy Cameras, http://www.brickhousesecurity.com/body-worn-covert-spy-cameras.html?sf=0#sortblock.
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=CIKohcX05rkCFSIo7AodU0IA0g&ef_id=UjCGEAAAAWGEjrQF: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.
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, lntemational 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 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 for 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., issued 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.
Shapton, Dave “Digital Microphones: A new approach?” from soundonsound.com published Mar. 2004, 4 pages (Year: 2004).
Related Publications (1)
Number Date Country
20200051413 A1 Feb 2020 US
Provisional Applications (2)
Number Date Country
62716277 Aug 2018 US
62836913 Apr 2019 US