| Presentation | 2008-06-19 Shape Segmentation Based on Learning of Deformation Models Ruiqi GUO, Shinichiro OMACHI, Hirotomo ASO, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we propose a novel framework of shape segmentation based on the learning of deformation models of multiple shapes. Given a shape to be segmented, other shapes of the same category are taken as reference for segmentation. The transformation model from the target image to every other image is then estimated. Finally, normalized-cut graph partition is applied to the graph constructed based on the dissimiliarity of local patches in the target image, and a segmentation of the shape is carried out. Experimental results for images from MPEG7 shape database show the effectiveness of the proposed method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | shape segmentation / shape matching / deformation model / graph partition |
| Paper # | DE2008-1,PRMU2008-19 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2008/6/12(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Pattern Recognition and Media Understanding (PRMU) |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Shape Segmentation Based on Learning of Deformation Models |
| Sub Title (in English) | |
| Keyword(1) | shape segmentation |
| Keyword(2) | shape matching |
| Keyword(3) | deformation model |
| Keyword(4) | graph partition |
| 1st Author's Name | Ruiqi GUO |
| 1st Author's Affiliation | School of Engineering, Tohoku University() |
| 2nd Author's Name | Shinichiro OMACHI |
| 2nd Author's Affiliation | Graduate School of Engineering, Tohoku University |
| 3rd Author's Name | Hirotomo ASO |
| 3rd Author's Affiliation | Graduate School of Engineering, Tohoku University |
| Date | 2008-06-19 |
| Paper # | DE2008-1,PRMU2008-19 |
| Volume (vol) | vol.108 |
| Number (no) | 94 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |