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Adaptive algorithm of scale parameter based on scale-space

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成果类型:
期刊论文、会议论文
作者:
Liu, Li;Peng, Fuyuan;Yang, Luo
通讯作者:
Liu, L.(ll710915@yahoo.com.cn)
作者机构:
[Liu, Li] School of Computer Science and Technology, University of South China, HengYang 421001
[Peng, Fuyuan; Yang, Luo; Liu, Li] Department of Telecommunication, HuaZhong Science and Technology University, WuHan 430076
通讯机构:
School of Computer Science and Technology, University of South China, China
语种:
英文
关键词:
Feature point;Gaussian scale-space;Scale parameter;Visual characters
期刊:
Proceedings of SPIE - The International Society for Optical Engineering
ISSN:
0277-786X
年:
2009
卷:
7496
会议名称:
MIPPR 2009: Pattern Recognition and Computer Vision
会议论文集名称:
MIPPR 2009: Pattern Recognition and Computer Vision
会议时间:
Yichang, China
主编:
Mingyue Ding<&wdkj&>Bir Bhanu<&wdkj&>Friedrich M. Wahl<&wdkj&>Jonathan Roberts
机构署名:
本校为第一且通讯机构
院系归属:
计算机科学与技术学院
摘要:
The image information change law with the change of scale parameter is first studied in terms of regarding ramp edge and step edge as measurement of image information. Then the paper proposes a kind of adaptive recursive algorithm of scale parameter with the module of visual characters. The information of the image is uniformly distributed among each layer in the algorithm. The method can avoid the problem of complicated computation or over- distortion because of losing too much key information. The experimental results show that the uniformly distributed information is more reasonable for hum...

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