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