| Presentation | 2006-11-24 Comparative Study on Different Color Space Models for Skin Color Segmentation(Biometrics1) Dongzhu YIN, Shinichiro OMACHI, Yoshihiro SUGAYA, Hirotomo ASO, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Although skin color segmentation using different color spaces has been investigated using various approaches, there is still much to explore. Previous comparative analyses of different color space models did not sufficiently address the performance of color space models against the cases that different kind of skin color samples were adopted. In this paper, we present a comparative study on different color space models for skin color segmentation. To show the significance of choosing the proper color space model, we investigated thirteen different color space models using two different skin color samples on two databases. Results of comparative experiment show that the CIECAM02 color appearance model can most precisely segment the true skin color against various skin color samples. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Skin Color / Color Space Model / CIECAM02 Color Appearance Model |
| Paper # | PRMU2006-142 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2006/11/17(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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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) | Comparative Study on Different Color Space Models for Skin Color Segmentation(Biometrics1) |
| Sub Title (in English) | |
| Keyword(1) | Skin Color |
| Keyword(2) | Color Space Model |
| Keyword(3) | CIECAM02 Color Appearance Model |
| 1st Author's Name | Dongzhu YIN |
| 1st Author's Affiliation | Department of Electrical and Communication Engineering Graduate School of Engineering, Tohoku University() |
| 2nd Author's Name | Shinichiro OMACHI |
| 2nd Author's Affiliation | Department of Electrical and Communication Engineering Graduate School of Engineering, Tohoku University |
| 3rd Author's Name | Yoshihiro SUGAYA |
| 3rd Author's Affiliation | Department of Electrical and Communication Engineering Graduate School of Engineering, Tohoku University |
| 4th Author's Name | Hirotomo ASO |
| 4th Author's Affiliation | Department of Electrical and Communication Engineering Graduate School of Engineering, Tohoku University |
| Date | 2006-11-24 |
| Paper # | PRMU2006-142 |
| Volume (vol) | vol.106 |
| Number (no) | 376 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |