| Presentation | 1999/12/16 A Study on Optimization of Gabor Filter-Based Feature Extraction Shunji Uchimura, Masanori Watanabe, Yoshihiko Hamamoto, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Gabor filter-based features are useful for handprinted character recognition. One needs to optimize Gabor filter parameters because the performance of Gabor features depends strongly on Gabor filter parameters. However, we consider that obtained values by the conventional method are not really optimized because the continuous parameters are treated as discrete ones. In this parer, we study on optimizing methods are compared with the conventional method in terms of error rate and computational complexity. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | optimization of parameters / handprinted character recognition / Gabor features / energy function / response surface |
| Paper # | PRMU99-175 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 1999/12/16(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
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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 Optimization of Gabor Filter-Based Feature Extraction |
| Sub Title (in English) | |
| Keyword(1) | optimization of parameters |
| Keyword(2) | handprinted character recognition |
| Keyword(3) | Gabor features |
| Keyword(4) | energy function |
| Keyword(5) | response surface |
| 1st Author's Name | Shunji Uchimura |
| 1st Author's Affiliation | Faculty of of Engineering, Yamaguchi University() |
| 2nd Author's Name | Masanori Watanabe |
| 2nd Author's Affiliation | Faculty of of Engineering, Yamaguchi University |
| 3rd Author's Name | Yoshihiko Hamamoto |
| 3rd Author's Affiliation | Faculty of of Engineering, Yamaguchi University |
| Date | 1999/12/16 |
| Paper # | PRMU99-175 |
| Volume (vol) | vol.99 |
| Number (no) | 514 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |