| Presentation | 2006-06-16 Performance estimation of face authentication based on auto-associative memory Hiroshi KAGE, Shintaro WATANABE, Ken-ichi TANAKA, Kazuo KYUMA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In some situations of face authentication by face images, the system performance will be degraded caused by partial occlusion, facial expression, and so on. Therefore we applied the framework of auto-associative memory to cope with this problem, and evaluated the degree of improvement of the system performance compared to the original one. The face images were collected from forty-one persons as an experiment. As a result, we obtained an improvement of equal error rate from 20% down to 15%. We also referred to the degraded performance brought about by the increase of the number of registered persons. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Auto-associative Memory / Face Recognition / Occlusion-tolerant / False Rejection / False Acceptance |
| Paper # | NC2006-30 |
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| Committee | NC |
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| Conference Date | 2006/6/9(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Performance estimation of face authentication based on auto-associative memory |
| Sub Title (in English) | |
| Keyword(1) | Auto-associative Memory |
| Keyword(2) | Face Recognition |
| Keyword(3) | Occlusion-tolerant |
| Keyword(4) | False Rejection |
| Keyword(5) | False Acceptance |
| 1st Author's Name | Hiroshi KAGE |
| 1st Author's Affiliation | Advanced Research R&D Center, Mitsubishi Electric Corporation() |
| 2nd Author's Name | Shintaro WATANABE |
| 2nd Author's Affiliation | Advanced Research R&D Center, Mitsubishi Electric Corporation |
| 3rd Author's Name | Ken-ichi TANAKA |
| 3rd Author's Affiliation | Advanced Research R&D Center, Mitsubishi Electric Corporation |
| 4th Author's Name | Kazuo KYUMA |
| 4th Author's Affiliation | Corporate Research & Development Group, Mitsubishi Electric Corporation |
| Date | 2006-06-16 |
| Paper # | NC2006-30 |
| Volume (vol) | vol.106 |
| Number (no) | 102 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |