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Title:
scale adaptation of mean shift based on graph cuts theory
Author: Zhao Ling ; An Guocheng ; Zhang Fengjun ; Wang Hongan ; Dai Guozhong
Source: Proceedings - 12th International Conference on Computer-Aided Design and Computer Graphics, CAD/Graphics 2011
Conference Name: 12th International Conference on Computer-Aided Design and Computer Graphics, CAD/Graphics 2011
Conference Date: September
Issued Date: 2011
Conference Place: Jinan, China
Keyword: Color computer graphics ; Computer aided design ; Graph theory ; Graphic methods ; Human computer interaction ; Image segmentation
Indexed Type: EI
ISBN: 9780769544977
Department: (1) Intelligence Engineering Lab. Institute of Software Chinese Academy of Sciences Beijing 100190 China
Sponsorship: China Computer Federation
Abstract: 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.
English Abstract: 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.
Language: 英语
Content Type: 会议论文
URI: http://ir.iscas.ac.cn/handle/311060/16215
Appears in Collections:软件所图书馆_会议论文

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Recommended Citation:
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.
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