a generalized mean shift tracking algorithm

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	a generalized mean shift tracking algorithm
	Chen JianJun ; Zhang SuoFei ; An GuoCheng ; Wu ZhenYang
刊名	SCIENCE CHINA-INFORMATION SCIENCES
	2011
卷号	54 期号:11 页码:2373-2385
关键词	计算机系统应用稿约
ISSN号	1674-733X
中文摘要	~~
英文摘要	CAMSHIFT algorithm and Comaniciu/Meer algorithm are two fundamental frameworks of mean shift procedure for video target tracking. This paper generalizes the two well-known mean shift tracking algorithms, originally due to Bradski and Comaniciu/Meer. A new general similarity function which defines the distance between the target model and target candidate is employed to calculate the pixel weights and the target location. The target size is iteratively estimated and updated based on the zeroth order moment of the pixel weights. Then we prove that both the CAMSHIFT algorithm and the Comaniciu/Meer algorithm can be included in the generalized mean shift tracking framework. The tracking performances of three mean shift algorithms in the unified framework are shown and compared in the experimental results.
学科主题	Computer Science
收录类别	SCI ; CNKI
资助信息	Open Research Foundation of Key Laboratory of Underwater Acoustic Signal Processing of Ministry of EducationUASP1004; National Natural Science Foundation of China60672094; National Basic Research Program of China2009CB320804; China Postdoctoral Science Foundation20100470588
语种	英语
WOS记录号	WOS:000297709100013
公开日期	2013-10-08
内容类型	期刊论文
源URL	[http://ir.iscas.ac.cn/handle/311060/16141]
专题	软件研究所_软件所图书馆_期刊论文
推荐引用方式 GB/T 7714	Chen JianJun,Zhang SuoFei,An GuoCheng,et al. a generalized mean shift tracking algorithm[J]. SCIENCE CHINA-INFORMATION SCIENCES,2011,54(11):2373-2385.
APA	Chen JianJun,Zhang SuoFei,An GuoCheng,&Wu ZhenYang.(2011).a generalized mean shift tracking algorithm.SCIENCE CHINA-INFORMATION SCIENCES,54(11),2373-2385.
MLA	Chen JianJun,et al."a generalized mean shift tracking algorithm".SCIENCE CHINA-INFORMATION SCIENCES 54.11(2011):2373-2385.