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Extraction of non-structured object contours based on multi-scale entropy difference operator

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成果类型:
期刊论文、会议论文
作者:
Liu, Li*;Peng, Fuyuan;Zhao, Kun;Wan, Yaping
通讯作者:
Liu, Li
作者机构:
[Liu, Li; Peng, Fuyuan; Zhao, Kun] Huazhong Univ Sci & Technol, Dept Telecommun, Wuhan 430076, Peoples R China.
[Liu, Li; Wan, Yaping] NanHua Univ, Dept Comp Sci & Tech, Heng Yang 421001, Peoples R China.
通讯机构:
[Liu, Li] H
Huazhong Univ Sci & Technol, Dept Telecommun, Wuhan 430076, Peoples R China.
语种:
英文
关键词:
Multi-Scale Entropy;Maximal Multi-Scale Entropy Difference;non-structural object;Contour Extraction;information amount
期刊:
Proceedings of SPIE - The International Society for Optical Engineering
ISSN:
0277-786X
年:
2007
卷:
6786
页码:
67860E-1-67860E-7
会议名称:
MIPPR 2007 :
会议论文集名称:
MIPPR 2007 :
会议时间:
2007-01-01
会议地点:
Wuhan, China
主编:
Tianxu Zhang<&wdkj&>Carl Anthony Nardell<&wdkj&>Duane D. Smith<&wdkj&>Hangqing Lu<&wdkj&>Tianxu Zhang<&wdkj&>Carl Anthony Nardell<&wdkj&>Hanqing Lu
基金类别:
Development Program of China; National Science Foundation [60475024]; National High Technology Research [2006AA09Z203]
机构署名:
本校为其他机构
院系归属:
计算机科学与技术学院
摘要:
Contour information is regarded as important characteristic in computer vision. It is difficult to extract Contour information from the non-structural object due to its complicated structure. This paper present a novel concept of Multi-Scale Entropy (MSE) based on traditional Entropy that can be used to perform reliable extracting contours from non-structured objects such as smoking and rocks. The variety of image information amount was presented dynamically by this means. The Multi-Scale Entropy Difference (MSED) can present the break part of the image gray information and recognize the bound...

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