| Presentation | 1998/2/19 A Consideration on Gabor Filters for Handwritten Numeral Recognition Shunji Uchimura, Kiyoshi Mizuno, Yoshihiko Hamamoto, Shingo Tomita, |
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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. One way to find the optimal values of the parameters is to statistically analize the influence of the parameters on the error rate. In this paper, we discuss a statistical analysis on Gabor features for handwritten numeral recognition by experimental design. In addition, we consider the properties of the Gabor parameters, based on the result of analysis. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | handwritten numeral recognition / experimental design / AIC / Gabor filter / optimization of parameters / error rate |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 1998/2/19(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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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 Consideration on Gabor Filters for Handwritten Numeral Recognition |
| Sub Title (in English) | |
| Keyword(1) | handwritten numeral recognition |
| Keyword(2) | experimental design |
| Keyword(3) | AIC |
| Keyword(4) | Gabor filter |
| Keyword(5) | optimization of parameters |
| Keyword(6) | error rate |
| 1st Author's Name | Shunji Uchimura |
| 1st Author's Affiliation | Faculty of Engineering, Yamaguchi University() |
| 2nd Author's Name | Kiyoshi Mizuno |
| 2nd Author's Affiliation | Faculty of Engineering, Yamaguchi University |
| 3rd Author's Name | Yoshihiko Hamamoto |
| 3rd Author's Affiliation | Faculty of Engineering, Yamaguchi University |
| 4th Author's Name | Shingo Tomita |
| 4th Author's Affiliation | Faculty of Engineering, Yamaguchi University |
| Date | 1998/2/19 |
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| Volume (vol) | vol.97 |
| Number (no) | 558 |
| Page | pp.pp.- |
| #Pages | 8 |
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