| Presentation | 1993/11/12 Reliability Evaluation on character recognition result using a neural network Akimichi Tanaka, Osamu Nakamura, Tadashi Kitamura, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We propose a neural network which outputs reliability that each category is correct from the distances between a feature vector extracted from an input character image and the mean feature vectors of all categories.When it learns by the back propagation method,we classify learning samples by whether the nearest- distance category equals to an input category and give a different kind of teaching signals to each class.The experiments using handwritten numbers show that the reliability the neural network outputs is effective in recognition and rejection. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Character Recognition / Pattern matching method / Neural network / Reliability evaluation |
| Paper # | AI93-66,PRU93-83 |
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| Conference Information | |
| Committee | AI |
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| Conference Date | 1993/11/12(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 | Artificial Intelligence and Knowledge-Based Processing (AI) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Reliability Evaluation on character recognition result using a neural network |
| Sub Title (in English) | |
| Keyword(1) | Character Recognition |
| Keyword(2) | Pattern matching method |
| Keyword(3) | Neural network |
| Keyword(4) | Reliability evaluation |
| 1st Author's Name | Akimichi Tanaka |
| 1st Author's Affiliation | NTT Human Interface Laboratories() |
| 2nd Author's Name | Osamu Nakamura |
| 2nd Author's Affiliation | NTT Human Interface Laboratories |
| 3rd Author's Name | Tadashi Kitamura |
| 3rd Author's Affiliation | NTT Human Interface Laboratories |
| Date | 1993/11/12 |
| Paper # | AI93-66,PRU93-83 |
| Volume (vol) | vol.93 |
| Number (no) | 317 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |