scale adaptation of mean shift based on graph cuts theory

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	scale adaptation of mean shift based on graph cuts theory
	Zhao Ling ; An Guocheng ; Zhang Fengjun ; Wang Hongan ; Dai Guozhong
	2011
会议名称	12th International Conference on Computer-Aided Design and Computer Graphics, CAD/Graphics 2011
会议日期	September
会议地点	Jinan, China
关键词	Color computer graphics Computer aided design Graph theory Graphic methods Human computer interaction Image segmentation
页码	202-205
中文摘要	The classical Mean Shift can't change the scale of tracking window in real time while tracking target is changing in size. This paper adopts graph cuts theory to the problem of scale adaptation for Mean Shift tracking. According to the result of Mean Shift iteration in every frame, implementing graph cuts using skin color Gaussian mixture model(GMM) in a small area around it, and updating tracking window size through the largest skin lump among the result of graph cuts. Experimental results clearly demonstrate that the method can reflect the real scale change of tracking target, avoid the interference of other objects in background, and has good usability and robustness. Besides it enriches manipulation method of Human Computer Interaction by controlling entertainment games. © 2011 IEEE.
英文摘要	The classical Mean Shift can't change the scale of tracking window in real time while tracking target is changing in size. This paper adopts graph cuts theory to the problem of scale adaptation for Mean Shift tracking. According to the result of Mean Shift iteration in every frame, implementing graph cuts using skin color Gaussian mixture model(GMM) in a small area around it, and updating tracking window size through the largest skin lump among the result of graph cuts. Experimental results clearly demonstrate that the method can reflect the real scale change of tracking target, avoid the interference of other objects in background, and has good usability and robustness. Besides it enriches manipulation method of Human Computer Interaction by controlling entertainment games. © 2011 IEEE.
收录类别	EI
会议主办者	China Computer Federation
会议录	Proceedings - 12th International Conference on Computer-Aided Design and Computer Graphics, CAD/Graphics 2011
语种	英语
ISBN号	9780769544977
内容类型	会议论文
源URL	[http://ir.iscas.ac.cn/handle/311060/16215]
专题	软件研究所_软件所图书馆_会议论文
推荐引用方式 GB/T 7714	Zhao Ling,An Guocheng,Zhang Fengjun,et al. scale adaptation of mean shift based on graph cuts theory[C]. 见:12th International Conference on Computer-Aided Design and Computer Graphics, CAD/Graphics 2011. Jinan, China. September.