| Presentation | 2000/12/14 Human-Face Recognition Using Multi-Layer Neural Networks and Orthogonal Transformation Masahiro YOSHIDA, Hideki ASAI, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this research, we try to recognize face images for many persons by multi-layer neural network and orthogonal transform. First, histogram modification and mosaic processing are done to face images. In addition, orthogonal transform is done on the mosaic image. Finally, we try to recognize the face image by using NN, where a part of data, which is orthogonal transform of the mosaic image, is used. We have used two types of techniques of 2-dimensional discrete Fourier transform and 2-dimentional descrete Walsh transform for orthogonal transform. We estimate the recognition rate for each of two types of orthogonal transforms. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | face image recognition / multi-layer neural network / orthogonal transform / 2-dimensional discrete Fourier transform / 2-dimensional discrete Walsh transform |
| Paper # | NLP2000-118 |
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| Conference Information | |
| Committee | NLP |
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| Conference Date | 2000/12/14(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 | Nonlinear Problems (NLP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Human-Face Recognition Using Multi-Layer Neural Networks and Orthogonal Transformation |
| Sub Title (in English) | |
| Keyword(1) | face image recognition |
| Keyword(2) | multi-layer neural network |
| Keyword(3) | orthogonal transform |
| Keyword(4) | 2-dimensional discrete Fourier transform |
| Keyword(5) | 2-dimensional discrete Walsh transform |
| 1st Author's Name | Masahiro YOSHIDA |
| 1st Author's Affiliation | Department of Systems Engineering, Shizuoka University() |
| 2nd Author's Name | Hideki ASAI |
| 2nd Author's Affiliation | Department of Systems Engineering, Shizuoka University |
| Date | 2000/12/14 |
| Paper # | NLP2000-118 |
| Volume (vol) | vol.100 |
| Number (no) | 518 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |