| Presentation | 2005/3/21 Real-time Human Face Recognition by a Rotation and Size Spreading Neural Network Tsukasa SAKAMOTO, Kakuji OHKI, Hironobu TAKANO, Kiyomi NAKAMURA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Emulating the parietal cortex, a "rotation and size spreading associative neural network" (RS-SAN net) was developed. We extended the original system to the human face recognition system which learned and recollected human face image. We added an inner product and a minimum distance as shape recognition criteria. The human face presented in the arbitrary orientation angle and size was recognized by correction of the rotation and size changes. However, background and clothing parts were manually filled in black. In this system, the face was recognized by off-line processing. In the present study, we extended the original system to the real-time face recognition system which performed the recognition by on-line processing with the human face image taken by a CCD camera. The human face image became to be obtained without the influence of the environmental condition such as clothes and background. By setting the decision threshold of the minimum distace as 0.14, the equal error rate shown as cross point of the false rejection and the false acceptance rates became about 8%. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Face recognition / Inner product・Minimum distance / Real-time recognition |
| Paper # | NC2004-161 |
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| Committee | NC |
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| Conference Date | 2005/3/21(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) | Real-time Human Face Recognition by a Rotation and Size Spreading Neural Network |
| Sub Title (in English) | |
| Keyword(1) | Face recognition |
| Keyword(2) | Inner product・Minimum distance |
| Keyword(3) | Real-time recognition |
| 1st Author's Name | Tsukasa SAKAMOTO |
| 1st Author's Affiliation | Graduate School of Engineering, Toyama Prefectural University() |
| 2nd Author's Name | Kakuji OHKI |
| 2nd Author's Affiliation | Graduate School of Engineering, Toyama Prefectural University |
| 3rd Author's Name | Hironobu TAKANO |
| 3rd Author's Affiliation | Graduate School of Engineering, Toyama Prefectural University |
| 4th Author's Name | Kiyomi NAKAMURA |
| 4th Author's Affiliation | Graduate School of Engineering, Toyama Prefectural University |
| Date | 2005/3/21 |
| Paper # | NC2004-161 |
| Volume (vol) | vol.104 |
| Number (no) | 758 |
| Page | pp.pp.- |
| #Pages | 6 |
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