Object Recognition

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Human Tracking and Behavior Analysis

For human tracking, we are studying a method of tracking-by-detection, which use the combined visual features such as color, LBP and intensity.
For human activity analysis, SGT(Situation Graph Tree) is introduced for easily utilizing the domain knowledge about abnormal behaviors.
Our overall s/w schema is as follows:

Chansu Kim and Sung-Kee Park,"Modified Particle Filtering using Foreground Separation and Confidence for Object Tracking," IEEE Advanced Video and Signal-based Surveillance, 2016.