Then, the Wyner-Ziv theorem holds for Gaussian sources, although video data statistics is known to be non-Gaussian.
Robotic surgical systems such as Intuitive Surgical's da Vinci system provide a rich source of motion and video data from surgical procedures.
However, new online video data sources present an increasing complexity, with visual cues trapped in hours of video data with no automated means to easily locate and extract key data nuggets.
While the benefits of video data sources and analysis are evident, there are challenges that accompany the collection and analysis of video data that should be considered.
This target mobility model is designed in a way to allow targets to move in all parts of the area of interest so that the spatial distribution of the video data traffic sources are distributed uniformly over the surveillance area.
We chose the code block size of the Raptor code so that it covers 2 seconds of video data, whereas each source block incorporates one random access point.
Video data enters the source encoder at a constant rate of f frames per second (fps), where it first undergoes block-based motion-compensated (MC) prediction, followed by DCT transformation of the residual block.
Several possibilities exist to transport live video data from a source to a streaming client: One could deploy a peripheral mesh network where each client is a stream distributor for many other clients, or a central streaming cluster multiplying streams locally.
Examples of temporal data are the acquisition of data from sources such as the Internet, speech and video data, real-time imaging from satellites, and ground-based sensors.
The data sources were: the feedback produced, screen capture and video data and questionnaires.
Every second of every day, companies are inundated by massive volumes of data from diverse sources: sensor data, clickstream data, location data, social data, video data, and so forth.
