DocumentCode
3158074
Title
Active target tracking based on Mean Shift algorithm and color template matching
Author
Zhenhong, Shang ; Jinxia, Shang ; Xiaofang, Cai ; Liu Hui ; Guofeng, Shu ; Siyang, Yu ; Zhenping, Qiang
Author_Institution
Coll. of Inf. Eng. & Autom., Kunming Univ. of Sci. & Technol., Kunming, China
fYear
2011
fDate
16-18 April 2011
Firstpage
1945
Lastpage
1948
Abstract
An active tracking algorithm synthesized Mean Shift Algorithm and Color template matching was proposed in dynamic background. After changing of camera perspective or focus, the algorithm, based on the fact: color template matching with the moving target is independent of the position in frames, locates target in new frame using color template matching and then tracks target using Mean Shift algorithm, by initializing Mean Shift search windows with the new location of target. The algorithm can track moving target correctly and keep tracking target in the center of the frame. Experiments show that the algorithm is great of robustness and practical.
Keywords
image colour analysis; image matching; image motion analysis; target tracking; active target tracking algorithm; color template matching; mean shift algorithm; mean shift search window; moving target tracking; Color; Heuristic algorithms; Kalman filters; Pattern analysis; Radar tracking; Target tracking; Active tracking; Color template matching; Mean Shift algorithm; Object tracking;
fLanguage
English
Publisher
ieee
Conference_Titel
Consumer Electronics, Communications and Networks (CECNet), 2011 International Conference on
Conference_Location
XianNing
Print_ISBN
978-1-61284-458-9
Type
conf
DOI
10.1109/CECNET.2011.5768728
Filename
5768728
Link To Document