| Presentation | 2008-02-22 Investigation of using pen-coordinate and pen-directive features by HMM in the online character recognition Yoshinori KATAYAMA, Seiichi UCHIDA, Hiroaki SAKOE, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A new hidden Markov model (HMM) is proposed to represent character strokes of on-line handwriting patterns. The proposed HMM deals with two typical features describing strokes, pen-direction feature and pen-coordinate feature. These two features are quite different in their stationarity; the pen-direction feature is stationary within every line segment of strokes whereas the pen-coordinate feature is not. To deal with these contrasting features by a single HMM, they are used selectively in the HMM. Specifically speaking, the pen-direction feature is output repeatedly at the intra-state transition whereas the pen-coordinate feature is output once at the inter-state transition. The usefulness of the proposed HMM over the conventional HMMs were shown through stroke order-free Chinese character recognition experiments. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | online character recognition / hidden Markov model / selective use of features |
| Paper # | PRMU2007-229 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2008/2/14(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) | Investigation of using pen-coordinate and pen-directive features by HMM in the online character recognition |
| Sub Title (in English) | |
| Keyword(1) | online character recognition |
| Keyword(2) | hidden Markov model |
| Keyword(3) | selective use of features |
| 1st Author's Name | Yoshinori KATAYAMA |
| 1st Author's Affiliation | Faculty 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 | 2008-02-22 |
| Paper # | PRMU2007-229 |
| Volume (vol) | vol.107 |
| Number (no) | 491 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |