Human body detection and tracking from moving cameras

We present a system based on human shape information in this paper to detect and track the moving human from moving cameras. Firstly, human detector based on the human shape information is used to detect the standing and moving human in videos with moving cameras and backgrounds. Then, the moving pe...

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Bibliographic Details
Published in2012 5th International Conference on Biomedical Engineering and Informatics pp. 278 - 281
Main Authors Chunming Li, Yunfeng Xu, Xinna Shi, Shaoguang Wu
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.10.2012
Subjects
HOG
Human detection
mean shift
tracking
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Summary:We present a system based on human shape information in this paper to detect and track the moving human from moving cameras. Firstly, human detector based on the human shape information is used to detect the standing and moving human in videos with moving cameras and backgrounds. Then, the moving person is tracked based on a small area tracking method. Finally, we test our approach on real video experiments. From the experiment results we can see that the system provides a quick and robust tracking.
ISBN:9781467311830
1467311839
DOI:10.1109/BMEI.2012.6513185