| Presentation | 2001/12/13 Face Recognition with Automatic Compensation for Both of Pose and Illumination Changes Rui ISHIYAMA, Shizuo SAKAMOTO, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Changes in pose and illumination drastically affect the appearance of a face, creating serious difficulties for identification. The authors have proposed the Geodesic Illumination Basis method, which can compensate for any illumination effects under the assumption where the pose is accurately estimated beforehand. However, its performance was degraded because of the pose estimation error. In this report, we propose an automatic pose optimization method that starts with the initial estimate obtained by the previous feature-based method. In the experiments, our method achieved almost the same performance as when the accurate pose is known beforehand. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | face recognition / illumination / pose / 3D model / feature point |
| Paper # | PRMU2001-162 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2001/12/13(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 | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Face Recognition with Automatic Compensation for Both of Pose and Illumination Changes |
| Sub Title (in English) | |
| Keyword(1) | face recognition |
| Keyword(2) | illumination |
| Keyword(3) | pose |
| Keyword(4) | 3D model |
| Keyword(5) | feature point |
| 1st Author's Name | Rui ISHIYAMA |
| 1st Author's Affiliation | Multimedia Research Laboratories, NEC Corporation() |
| 2nd Author's Name | Shizuo SAKAMOTO |
| 2nd Author's Affiliation | Multimedia Research Laboratories, NEC Corporation |
| Date | 2001/12/13 |
| Paper # | PRMU2001-162 |
| Volume (vol) | vol.101 |
| Number (no) | 524 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |