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This is an open-source real-time object detection and tracking software for H.264/AVC videos. It applies probabilistic spatiotemporal macroblock filtering (PSMF) and partial decoding processes to effectively detect and track multiple objects with fast computation in H.264|AVC bitstreams with stationary background. The codes were written in Visual C++.
For more details, please visit https://www.wonsangyou.com/research/aivision. If you need technical help, please send an email to wyou(at)kaist.ac.kr.
When you use this software for your publications, please cite as follows.
1. Wonsang You, M.S. Houari Sabirin, and Munchurl Kim, "Moving object tracking in H.264/AVC bitstream," Lecture Notes in Computer Science, vol. 4577, 2007, pp. 483-492.
2. Wonsang You, M.S. Houari Sabirin, and Munchurl Kim, "Real-time detection and tracking of multiple objects with partial decoding in H.264/AVC bitstream domain," Proceedings of SPIE, vol. 7244, 72440D (February 2009).
Features
- Multiple object detection and tracking in static background
- Fast processing (30~50 frames/sec)
Project Samples
License
MIT LicenseFollow LiveVideo
User Reviews
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doesn't work at all.
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Nice work ! Great project.