Presentation 2008-09-25
Shape similarity retrieval method based on centroid and modified shape context
Eiji Yoshida, Seiichi Mita,
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Abstract(in English) In this paper, we propose a new method of shape matching. Our proposed method is using the centriod of an object. There are several methods based on the centroid of an object. However, these methods are not robust to a deformation of the shape such as noise. In our method, the idea of shape context is used to deal with such problem. In Bull's eye test using the database MPEG7_CE_Shape 1, the recognition rate is 84.46% and our result is more robust to noise than previous result based on the centroid of an object.
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Keyword(in English) shape matching / centroid / shape context / earth mover's distance
Paper # CQ2008-35,OIS2008-38,IE2008-60
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Committee IE
Conference Date 2008/9/18(1days)
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Registration To Image Engineering (IE)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Shape similarity retrieval method based on centroid and modified shape context
Sub Title (in English)
Keyword(1) shape matching
Keyword(2) centroid
Keyword(3) shape context
Keyword(4) earth mover's distance
1st Author's Name Eiji Yoshida
1st Author's Affiliation Toyota Technological Institute()
2nd Author's Name Seiichi Mita
2nd Author's Affiliation Toyota Technological Institute
Date 2008-09-25
Paper # CQ2008-35,OIS2008-38,IE2008-60
Volume (vol) vol.108
Number (no) 217
Page pp.pp.-
#Pages 6
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