Abstract: A method and system for generating a description of live video captured by at least one camera is disclosed. The method includes actuating an automatic incident description mode in a Land Mobile Radio (LMR)-enabled system in response to a system user, attending at an incident, having inputted a corresponding initiation request in respect of the automatic incident description mode. The method also includes employing machine learning-based analytics to generate a textual description of live video captured by at least one camera located at a geographic area of the incident. The method also includes converting the textual description into at least one audio signal that matches at least a portion of content of the textual description. The method also includes transmitting the at least one audio signal, via LMR equipment of the LMR-enabled system and while the incident remains in progress, over at least one LMR communications channel.

Abstract: An image capturing apparatus comprising circuitry to: perform an image capturing process to repeatedly generate image frames included in a moving image captured by an imaging device; transmit the image frames repeatedly generated to a communication terminal at a site different from a site at which the image capturing apparatus is located; accept a lock instruction to lock an image frame to be transmitted to the communication terminal among the image frames; and repeatedly transmit the image frame for which the lock instruction is received to the communication terminal in response to the acceptance of the lock instruction.

Abstract: An information processing apparatus configured to optimize an architecture of a network model includes at least one memory storing instructions, and at least one processor that, upon execution of the instructions, is configured to perform a search for the architecture based on data for learning, evaluate a topology of the network model that corresponds to the architecture obtained in a process of the search, and perform control to output a change in an evaluation result of the topology as the search progresses.

Abstract: An imaging apparatus includes: a light splitting element that includes a first splitting surface that splits an incident light into a first reflected light and a first transmitted light, and a second splitting surface that splits the first transmitted light into a second reflected light and a second transmitted light; a first sensor that images the first reflected light; a second sensor that images the second reflected light; and a third sensor that images the second transmitted light. One of the first sensor, the second sensor, and the third sensor is a polarization sensor, another one is a visible light sensor, and yet another one is an infrared light sensor.

Abstract: An electronic device and a video clip extraction method thereof are disclosed. The method includes the following steps. Event information of multiple game events of a game application during a program execution period is obtained. The event information of the game events is converted into an input text. The input text is provided to a text classification model. A video clip is extracted from a recorded game video of the game application according to a classification category of the input text predicted by the text classification model.

Abstract: An electronic device obtains a video special effect file. The device extracts a duration scaling logic from the video special effect file. The device obtains a target playback duration that needs to be achieved during application of the video special effect file to a design scene. The target playback duration is different from an original playback duration of the video special effect file. The device determines a special effect frame corresponding to a target timeline in the video special effect file according to the duration scaling policy. The target timeline has a length that is the same as the target play duration. The device renders a plurality of frames of a video according to the special effect frame, so as to obtain a target video special effect that matches the target playback duration.

Abstract: A system for managing data transfer and storage from one or more data generating devices is provided. The system may include one or more nodes that are configured to fragment one or more data streams from the one or more data generating devices and store the fragments among the one or more nodes. The one or more nodes may be configured to redundantly transmit data between the nodes so the garmented data stream arrives at the desired location for storage.

Abstract: A method of allocating bandwidth in a system including first and second data collectors in communication with a supervising node over a shared communications resource, the method including: transmitting sensor data from the first and second data collectors to the supervising node over the shared communications resource; performing computer object detection on sensor data collected by the first and second data collectors; responsive to the computer object detection identifying an object of interest within the sensor data collected by the first data collector, increasing the bandwidth allocated to the first data collector on the shared communications resource; and transmitting further sensor data from the first data collector to the supervising node utilizing the increased bandwidth allocation.

Abstract: An electronic monitoring system and a method of dynamically altering an activity zone within the electronic monitoring system are provided. The electronic monitoring system includes a camera having a first field-of-view and operating to generate a first image data. A user device is configured to receive the first image data; define an activity zone at a first area within the first image data; define a triggering event; and define an object in the first field-of-view. A computer-readable memory stores the data corresponding to the object. An electronic processor executes a stored program and receives the image data from the camera to generate an alert in response to the occurrence of a triggering event.

Abstract: The present invention relates to an image encoding method and an image decoding method. The image decoding method includes partitioning a picture into a plurality of coding units, constructing a coding unit group including at least one coding unit of the plurality of coding units, obtaining coding information in units of one coding unit group, and decoding at least one coding unit of the plurality of coding units included in the coding unit group by using the obtained coding information.

Abstract: The present disclosure provides an electronic device for providing a blind spot video through a front pillar of a vehicle and an operating method of the same. In the present disclosure, the electronic device is configured to have pillar display modules provided to front pillars, respectively, to detect at least one of blind spot videos that are obscured by front pillars of a vehicle using at least one external video of the vehicle, and to display at least one of the blind spot videos through at least one of the pillar display modules. In an example embodiment, the electronic device may acquire the external video from a front camera module and side camera modules mounted to the vehicle to provide a surround view video.

Abstract: An image capturing apparatus and a mobile cleaning robot are provided. The image capturing apparatus includes a light emitter, an image sensor, and a filter. The light emitter is configured to emit an invisible light to a target. The image sensor includes a field of view (FOV) covering an area of the target from near to far and is configured to sense the invisible light reflected from the area of the target and generate an image of the area of the target. The filter is configured to filter the invisible light to transform the invisible light into a non-uniform invisible light.

Abstract: Systems, methods, and devices, for melanoma pathology using one or more neural networks (NNs). The techniques described herein may include receiving molecular data corresponding to a patient biopsy sample; molecular data; encoding molecular output data according to a preselected encoding scheme; receiving image data corresponding to the patient biopsy sample; applying the image data to an image analysis NN; concatenate the encoded molecular data to the image data at an intermediate layer of the image analysis NN; and producing, based on the encoded molecular information and the image information concatenated at the intermediate layer, a prognosis output from the image analysis NN. Many other features and examples are described herein.

Abstract: An electronic monitoring system and method for monitoring an environment are provided. The electronic monitoring system includes at least one monitoring device configured to monitor a zone within the environment and selectively capture video streams in response to corresponding triggering events. A controller, including an AI algorithm, is configured to receive data from the at least one monitoring device relating to the monitored zone. Patterns are automatically identified and evaluated in the data received and a characteristic of a video stream to be captured is modified, at least partially, in response to the identified patterns in previously received data.

Abstract: A method includes receiving, by a computing device, multiple camera frames from a first location. The method includes stitching, by the computing device, the multiple camera frames in real time. The method includes transmitting, by the computing device, the stitched multiple camera frames to a user device. The user device located at a second location is configured to control a device at the first location.

Abstract: Audiovisual teleconferencing providing image data captured by a medical scope. A system includes a scope comprising an image sensor and a processor in electronic communication with the image sensor. The processor is configured to execute instructions including receiving an image output by the image sensor and providing the image to a remote server by way of a network connection. The remote server communicates the image to each of a first computing device and a second computing device in near real-time.

Abstract: Techniques for collecting, synchronizing, and displaying various types of data relating to a road segment enable, via one or more local or remote processors, servers, transceivers, and/or sensors, (i) enhanced and contextualized analysis of vehicle events by way of synchronizing different data types, relating to a monitored road segment, collected via various different types of data sources; (ii) enhanced and contextualized analysis of filed insurance claims pertaining to a vehicle incident at a road segment; (iii) advantageous machine learning techniques for predicting a level of risk assumed for a given vehicle event or a given road segment; (iv) techniques for accounting for region-specific driver profiles when controlling autonomous vehicles; and/or (v) improved techniques for providing a GUI to display collected data in a meaningful and contextualized manner.

Abstract: Methods and apparatus for streaming content corresponding to a 360 degree field of view are described. The methods and apparatus of the present invention are well suited for use with 3D immersion systems and/or head mounted display which allow a user to turn his or her head and see a corresponding scene portion. The methods and apparatus can support real or near real time streaming of 3D image content corresponding to a 360 degree field of view.

Abstract: A surveillance system having a person detector includes an imaging sensor for recording digital image files or point clouds and includes an evaluation unit that is configured to evaluate the image files or the point clouds and to output position information of a person detected in a surveillance region, wherein a diagnostics unit has a first input channel for receiving the position information, a first output for checked position information of the detected person, and has a second output for an error signal, where the diagnostics unit is provide with a checking unit for checking the output of the position information of the detected person for plausibility with a plurality of plausibility criteria and is further configured to detect an error and output the error signal at the second output, if at least one plausibility criterion is violated.

Abstract: Provided are a video segmentation method and apparatus, a device, and a medium. The method includes: acquiring a to-be-segmented video, and determining a correspondence between knowledge point data in the to-be-segmented video and video frames in the to-be-segmented video; and segmenting the to-be-segmented video according to the correspondence to obtain at least one video segment.