A method for operating an advanced driver assistance (ADAS) system of a motor vehicle includes a vehicle controller receiving, from side and end cameras mounted to the vehicle, camera signals indicative of real-time images of outboard-facing side and end views of the vehicle. The controller determines a region of interest (ROI) inset within each end/side view within which is expected foreign objects and/or hazards. These ROIs are analyzed to detect if a foreign object/hazard is present in the vehicle's end and/or side views. Responsive to detecting the foreign object/hazard, movement of the foreign object/hazard is tracked to determine if the foreign object/hazard moves towards or away from the vehicle's underbody region. If the foreign object/hazard moves to the underbody region, control signals are transmitted to the vehicle's propulsion and/or steering system to automate preventative action that prevents collision of the vehicle with and/or removes the foreign object/hazard from the underbody.

A light inspection system positions an autonomous vehicle (AV) in a field of view of a camera such that the camera captures an image of a light of the AV. The light inspection system instructs a camera to capture an image of the light while the light is switched on. The light inspection system receives the captured image, determines a luminance of the light based on the image, and determines to service the light in response to the luminance of the light being below a threshold luminance.

A display device for displaying advertisements in a moving vehicle, the display device is equipped with data storage medium for storing program code, cameras fixed on to front and rear sides of the display device for capturing images and display screens for displaying the advertisements, wherein, the plurality of advertisements displayed are based on the plurality of images captured. The display device processes the captured images to determine location information.

A modular intelligent transportation system, comprising an environmentally protected enclosure, a system communications bus, a processor module, communicating with said bus, having a image data input and an audio input, the processor module analyzing the image data and/or audio input for data patterns represented therein, having at least one available option slot, a power supply, and a communication link for external communications, in which at least one available option slot can be occupied by a wireless local area network access point, having a communications path between said communications link and said wireless access point, or other modular components.

Methods and apparatus for providing a comprehensive decision support system to include predictions, recommendations with consequences and optimal follow-up actions in specific situations are described. Data is obtained from multiple disparate data sources, depending on the information deemed necessary for the situation being modeled. The decision support system provides a prediction or predictions and a recommendation or a choice of recommendations based on the correlative analysis and/or other analyses. Also described are methods and apparatus for developing application specific decision support models. The decision support model development process may include identifying multiple disparate data sources for retrieval of related information, selection of classification variables to be retrieved from the data sources, assignment of weights to each classification variable, selecting and/or defining rules, and selecting and/or defining analysis functions.

Systems and methods for managing a condition of a vehicle based on initial image data. The initial image data depicts an initial condition of a physical component of the vehicle. The system includes an image sensor and an environment sensor. The system includes processor-executable instructions to detect, via the environment sensor, an environment condition corresponding to a potential vehicle damaging event. In response to detecting the environment condition, the system generates, via the image sensor, just-in-time image data of the physical component of the vehicle. The system compares the just-in-time image data and the initial image data to identify a vehicle condition change. In response to identifying a vehicle condition change, the system transmits, to a computing device, the just-in-time image data.

A system and method are presented for combining visual recordings from a camera, audio recordings from a microphone, and behavioral data recordings from behavioral sensors, during a panel discussion. Cameras and other sensors can be assigned to specific individuals or can be used to create recordings from multiple individuals simultaneously. Separate recordings are combined and time synchronized, and portions of the synchronized data are then associated with the specific individuals in the panel discussion. Interactions between participants are determined by examining the individually assigned portions of the time synchronized recordings. Events are identified in the interactions and then recorded as separate event data associated with individuals.

An example server device of this disclosure includes a communication unit and processing circuitry. The processing circuitry is configured to receive, via the communication unit, from one or more supplier-side modalities, one or more vehicle resource availability indicators, to receive, from one or more client devices, one or more vehicle resource usage requests, to match, each of the one or more vehicle resource usage requests to a subset of the vehicle resource indicators, and to send, via the communication unit, one or more match communications to the respective client device(s) and the supplier-side modalities from which the vehicle resource indicators are received.

A vehicle-mounted system for recording video and audio. The system uses distributed processing, including encoding the video and audio at their source(s), and a high-speed, e.g., Ethernet, bus connecting the various system components and external devices. The system may include a display monitor which is integrated into the same housing as a rear view mirror of the vehicle, with the display monitor being located behind the mirror and video displayed on the monitor being visible through the mirror.

A system and method are presented for combining visual recordings from a camera, audio recordings from a microphone, and behavioral data recordings from behavioral sensors, during a panel discussion. Cameras and other sensors can be assigned to specific individuals or can be used to create recordings from multiple individuals simultaneously. Separate recordings are combined and time synchronized, and portions of the synchronized data are then associated with the specific individuals in the panel discussion. Interactions between participants are determined by examining the individually assigned portions of the time synchronized recordings. Events are identified in the interactions and then recorded as separate event data associated with individuals.