| Presentation | 2004/5/21 An Extraction of Individual Characteristics from Handwritten Chinese Characters Based on Knowledge of Handwriting Analysis Yoshikazu NAKAMURA, Masatsugu KIDODE, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Extracting individual characteristics from handwriting is one of important subjects in automatic writer recognition. This paper proposes a method for extracting individual characteristics from handwritten Chinese characters captured with an electronic tablet. Individual characteristics are defined as feature parameters derived from the knowledge of handwriting analysis. Those feature parameters are evaluated by the analysis of variance and Kruskal-Wallis test. The result of the evaluation shows that all feature parameters vary from one person to another. The feasibility of automatic writer recognition using the feature parameters is examined with experiments on writer identification and verification. As a result of the experiments, the correct identification rate is 95.16% and the correct verification rate is 97.68%. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Individual characteristics / Handwriting / Chinese character / Writer identification / Writer verification / Handwriting analysis |
| Paper # | PRMU2004-23,MI2004-23,WIT2004-23 |
| Date of Issue |
| Conference Information | |
| Committee | WIT |
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| Conference Date | 2004/5/21(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 | Well-being Information Technology(WIT) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | An Extraction of Individual Characteristics from Handwritten Chinese Characters Based on Knowledge of Handwriting Analysis |
| Sub Title (in English) | |
| Keyword(1) | Individual characteristics |
| Keyword(2) | Handwriting |
| Keyword(3) | Chinese character |
| Keyword(4) | Writer identification |
| Keyword(5) | Writer verification |
| Keyword(6) | Handwriting analysis |
| 1st Author's Name | Yoshikazu NAKAMURA |
| 1st Author's Affiliation | Nara National College of Technology() |
| 2nd Author's Name | Masatsugu KIDODE |
| 2nd Author's Affiliation | Graduate School of Information Science, Nara Institute of Science and Technology |
| Date | 2004/5/21 |
| Paper # | PRMU2004-23,MI2004-23,WIT2004-23 |
| Volume (vol) | vol.104 |
| Number (no) | 93 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |