| Presentation | 2001/3/15 Handwritten Character Recognition Using Piecewise Linear Two-Dimensional Warping Mohammad Asad RONEE, Seiichi UCHIDA, Hiroaki SAKOE, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, the effectiveness of piecewise linear two-dimensional warping, a dynamic programming-based elastic image matching technique, in handwritten character recognition is investigated. The present technique is capable of providing compensation for most variations in character patterns while its computation remains tractable. The superiority of the present technique over several conventional two-dimensional warping techniques in providing deformation compensation is justified by experimental results with English alphabet. Another comparison with monotonic and continuous two-dimensional warping, a more flexible matching technique, reveals that the present method takes far less computation than the latter, yet provides almost the same recognition accuracy for most categories. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | handwritten character recognition / elastic matching / two-dimensional warping / dynamic programming |
| Paper # | PRMU2000-205 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2001/3/15(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Pattern Recognition and Media Understanding (PRMU) |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Handwritten Character Recognition Using Piecewise Linear Two-Dimensional Warping |
| Sub Title (in English) | |
| Keyword(1) | handwritten character recognition |
| Keyword(2) | elastic matching |
| Keyword(3) | two-dimensional warping |
| Keyword(4) | dynamic programming |
| 1st Author's Name | Mohammad Asad RONEE |
| 1st Author's Affiliation | Graduate School of Information Science and Electrical Engineering, Kyushu University() |
| 2nd Author's Name | Seiichi UCHIDA |
| 2nd Author's Affiliation | Faculty of Information Science and Electrical Engineering, Kyushu University |
| 3rd Author's Name | Hiroaki SAKOE |
| 3rd Author's Affiliation | Faculty of Information Science and Electrical Engineering, Kyushu University |
| Date | 2001/3/15 |
| Paper # | PRMU2000-205 |
| Volume (vol) | vol.100 |
| Number (no) | 701 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |