| Presentation | 2007-10-26 Segmentation of On-line Handwritten Japanese Characters of Arbitrary Line Direction Using SVM(Internationa Session 6) Bilan Zhu, 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 a method of producing segmentation point candidates for on-line handwritten Japanese text by a support vector machine (SVM) to improve text recognition. This method extracts multi-dimensional features from on-line strokes of handwritten text and applies the SVM to the extracted features to produces segmentation point candidates. This paper also shows the details of generating segmentation point candidates in order to achieve high discrimination rate by finding the optimal combination of the segmentation threshold and the concatenation threshold. We compare the method for segmentation by the SVM with that by a neural network (NN) and show the result that the method by the SVM bring about a better segmentation rate and character recognition rate. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | On-line recognition / Character recognition / Segmentation / SVM / Writing constraint |
| Paper # | PRMU2007-115 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2007/10/18(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 | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Segmentation of On-line Handwritten Japanese Characters of Arbitrary Line Direction Using SVM(Internationa Session 6) |
| Sub Title (in English) | |
| Keyword(1) | On-line recognition |
| Keyword(2) | Character recognition |
| Keyword(3) | Segmentation |
| Keyword(4) | SVM |
| Keyword(5) | Writing constraint |
| 1st Author's Name | Bilan Zhu |
| 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 | 2007-10-26 |
| Paper # | PRMU2007-115 |
| Volume (vol) | vol.107 |
| Number (no) | 281 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |