| Presentation | 2003/1/10 Implementation and Evaluation of a Combined Recognition System using Normalization of Likelihood Values Tetsuyuki OKI, Masaki NAKAGAWA, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper describes implementation and evaluation of an on-line/off-line combined recognition system using normalization of likelihood values. The goal of the combination is to exploit the both merits of on-line recognition and off-line recognition. The on-line/off-line combined system has achieved the recognition rate of 92.8% and the 5th cumulative rate of 99.0% to the on-line handwritten character pattern database "kuchibue" while on-line and off-line recognizers perform 87.5% and 86.8% recognitions, respectively. The combined system is robust against wrong stroke pattern or added stroke patterns that are weak points of on-line recognizers as well as heavily distorted patterns difficult for off-line methods to recognize. Moreover, the system inherits the structural learning capability from the on-line recognizer. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | multiple classifier systems / normalization of likelihood / handwritten character recognition / on-line recognition / off-line recognition |
| Paper # | PRMU2002-196 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2003/1/10(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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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) | Implementation and Evaluation of a Combined Recognition System using Normalization of Likelihood Values |
| Sub Title (in English) | |
| Keyword(1) | multiple classifier systems |
| Keyword(2) | normalization of likelihood |
| Keyword(3) | handwritten character recognition |
| Keyword(4) | on-line recognition |
| Keyword(5) | off-line recognition |
| 1st Author's Name | Tetsuyuki OKI |
| 1st Author's Affiliation | Tokyo University of Agriculture and Technology() |
| 2nd Author's Name | Masaki NAKAGAWA |
| 2nd Author's Affiliation | Tokyo University of Agriculture and Technology |
| Date | 2003/1/10 |
| Paper # | PRMU2002-196 |
| Volume (vol) | vol.102 |
| Number (no) | 555 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |