| Presentation | 2004/9/3 Face Image Retrieval using 3D Data with Robustness against Pose and Illumination Variations Masahiko Hamanaka, Jose Ferreiro, Rui Ishiyama, Shizuo Sakamoto, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This report proposes a new face recognition scheme called 3D(query)-2D(enroll) recognition. It can retrieve facial images from an inputted 3D data with robustness against pose and illumination variations. When using the previously proposed Geodesic Illumination Basis method to match a 2D image and a 3D data for 2D(query)-3D(enroll) recognition, it is found that its scores are drastically changed dependent on images. This report shows the scores become stable by introducing score normalization, and not only verification rates but also identification rates can be improved. In the experiments using facial image database of 1000 individuals, the proposed method achieved a first-choice success ratio of over 90% with an HER of about 2%. |
| Keyword(in Japanese) | (See Japanese page) |
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| Paper # | PRMU2004-59 |
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| Committee | PRMU |
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| Conference Date | 2004/9/3(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Registration To | Pattern Recognition and Media Understanding (PRMU) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Face Image Retrieval using 3D Data with Robustness against Pose and Illumination Variations |
| Sub Title (in English) | |
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| 1st Author's Name | Masahiko Hamanaka |
| 1st Author's Affiliation | Media and Information Research Laboratories, NEC Corporation() |
| 2nd Author's Name | Jose Ferreiro |
| 2nd Author's Affiliation | Swiss Federal Institute of Technology (EPFL) |
| 3rd Author's Name | Rui Ishiyama |
| 3rd Author's Affiliation | Media and Information Research Laboratories, NEC Corporation |
| 4th Author's Name | Shizuo Sakamoto |
| 4th Author's Affiliation | Media and Information Research Laboratories, NEC Corporation |
| Date | 2004/9/3 |
| Paper # | PRMU2004-59 |
| Volume (vol) | vol.104 |
| Number (no) | 290 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |