| Presentation | 2005-12-09 Evaluation of occlusion-tolerant face authentication using auto-associative memory Hiroshi KAGE, Shintaro WATANABE, Kenichi TANAKA, Kazuo KYUMA, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Even the latest face authentication systems still have problems caused by illumination condition, face pose, facial expression, or partial occlusion. In terms of video surveillance, it will be important to cope with partial occlusion cases brought about by masks or sunglasses. We propose the possibility of an occlusion-tolerant face authentication system based on auto-associative memory. To construct the auto-associative memory, we used Widrow-Hoff learning rule. To evaluate the performance of our method, we applied it to several cases including facial occlusion and expression, and clarified its effectiveness to enhance the performance of our current face authentication system. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Associative Memory / Face Recognition / Occlusion-tolerant / Video Surveillance |
| Paper # | NC2005-89 |
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| Committee | NC |
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| Conference Date | 2005/12/2(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) | Evaluation of occlusion-tolerant face authentication using auto-associative memory |
| Sub Title (in English) | |
| Keyword(1) | Associative Memory |
| Keyword(2) | Face Recognition |
| Keyword(3) | Occlusion-tolerant |
| Keyword(4) | Video Surveillance |
| 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 | Kenichi TANAKA |
| 3rd Author's Affiliation | Advanced Research R&D Center, Mitsubishi Electric Corporation |
| 4th Author's Name | Kazuo KYUMA |
| 4th Author's Affiliation | Advanced Research R&D Center, Mitsubishi Electric Corporation |
| Date | 2005-12-09 |
| Paper # | NC2005-89 |
| Volume (vol) | vol.105 |
| Number (no) | 457 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |