DocumentCode :
2138607
Title :
Human body detection and tracking from moving cameras
Author :
Chunming Li ; Yunfeng Xu ; Xinna Shi ; Shaoguang Wu
Author_Institution :
Coll. of Inf. Sci. & Eng., Hebei Univ. of Sci. & Technol., Shijiazhuang, China
fYear :
2012
fDate :
16-18 Oct. 2012
Firstpage :
278
Lastpage :
281
Abstract :
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.
Keywords :
image motion analysis; object detection; object tracking; video cameras; human body detection; human body tracking; human detector; human shape information; moving camera; small area tracking method; video processing; HOG; Human detection; mean shift; tracking;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biomedical Engineering and Informatics (BMEI), 2012 5th International Conference on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4673-1183-0
Type :
conf
DOI :
10.1109/BMEI.2012.6513185
Filename :
6513185
Link To Document :
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