| Presentation | 1997/11/21 A Study on Partial Face Recognition using Radial Basis Function Networks Kiminori SATO, Yukitoshi TAKAHASHI, Yoji NAGASAWA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper describes a face recognition system that uses partial face images (for example, eye, nose, and ear images) for input data. The recognition technique is based on using Radial Basis Function (RBF) networks. As compared with using a standard back-propagation (BP) learning algorithm, the RBF networks are far superior for the face recognition task. From the experimental results of face recognition by partial face image data on a database of over 100 persons, we have athieved a recognition accuracy rate of 100% for the recognition of registered persons and a rejection rate of 100% for the rejection of unknown samples. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | partial face images / Radial Basis Function (RBF) networks / recognition rate / rejection rate |
| Paper # | PRMU97-163 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 1997/11/21(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
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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) | A Study on Partial Face Recognition using Radial Basis Function Networks |
| Sub Title (in English) | |
| Keyword(1) | partial face images |
| Keyword(2) | Radial Basis Function (RBF) networks |
| Keyword(3) | recognition rate |
| Keyword(4) | rejection rate |
| 1st Author's Name | Kiminori SATO |
| 1st Author's Affiliation | Faculty of Engineering, Kagoshima University() |
| 2nd Author's Name | Yukitoshi TAKAHASHI |
| 2nd Author's Affiliation | Faculty of Engineering, Kagoshima University |
| 3rd Author's Name | Yoji NAGASAWA |
| 3rd Author's Affiliation | Faculty of Engineering, Kagoshima University |
| Date | 1997/11/21 |
| Paper # | PRMU97-163 |
| Volume (vol) | vol.97 |
| Number (no) | 387 |
| Page | pp.pp.- |
| #Pages | 7 |
| Date of Issue | |