winniez / DetectTrack

Vehicle Object Detection and Tracking in Traffic Surveillance Video Dec. 2011 ∼ May. 2012

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#Vehicle Object Detection and Tracking in Traffic Surveillance Video

Dec. 2011 ∼ May. 2012

Advisor: Weiyao Lin http://wylin2.drivehq.com/

##Overview • DetectTrack is a real-time video analysis application using C++ and OpenCV.

• The detection stage extracts vehicle objects from video with Gaussian Mixture Background Model and frame difference. The tracking stage tracks detected objects with particle filter algorithm.

• Optimized for handling complex traffic scene, self-adaptive and non-sensitive to illumination variation.

##Dependency OpenCV 2.3.1 or above. GSL 1.8 or above.

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Vehicle Object Detection and Tracking in Traffic Surveillance Video Dec. 2011 ∼ May. 2012