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A Pattern-based Recognition Method in Online Handwriting Uyghur Character Recognition
https://ipsj.ixsq.nii.ac.jp/records/37937
https://ipsj.ixsq.nii.ac.jp/records/379378aff96aa-0d29-423e-9d04-bc62895573e2
| 名前 / ファイル | ライセンス | アクション |
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IPSJ-CG08132006.pdf (368.2 kB)
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Copyright (c) 2008 by the Information Processing Society of Japan
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| オープンアクセス | ||
| Item type | SIG Technical Reports(1) | |||||||
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| 公開日 | 2008-08-15 | |||||||
| タイトル | ||||||||
| タイトル | A Pattern-based Recognition Method in Online Handwriting Uyghur Character Recognition | |||||||
| タイトル | ||||||||
| 言語 | en | |||||||
| タイトル | A Pattern-based Recognition Method in Online Handwriting Uyghur Character Recognition | |||||||
| 言語 | ||||||||
| 言語 | eng | |||||||
| 資源タイプ | ||||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_18gh | |||||||
| 資源タイプ | technical report | |||||||
| 著者所属 | ||||||||
| Computer Graphics Lab. Tokyo Denki University | ||||||||
| 著者所属 | ||||||||
| Computer Graphics Lab. Tokyo Denki University | ||||||||
| 著者所属(英) | ||||||||
| en | ||||||||
| Computer Graphics Lab., Tokyo Denki University | ||||||||
| 著者所属(英) | ||||||||
| en | ||||||||
| Computer Graphics Lab., Tokyo Denki University | ||||||||
| 著者名 |
Yidayet, Zaydun
× Yidayet, Zaydun
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| 著者名(英) |
Yidayet, Zaydun
× Yidayet, Zaydun
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| 論文抄録 | ||||||||
| 内容記述タイプ | Other | |||||||
| 内容記述 | This paper discusses pattern-based online handwriting Uyghur character recognition. A statistical analysis result showed that the sub-word is the basic unit of Uyghur writing. As a first step of the implementation of a sub-word-based recognition system the one-character sub-words were recognized using Approximate Stroke Sequence String Matching method and got a recognition rate about 97%. Experiment result proved this method also effective to the recognition of other sub-words. To get a clear idea about sub-word patterns the sample of containing 4 million characters was collected and analyzed. Based on the analysis result a pattern-based sub-word recognition approach is suggested. The recognition result of one-character sub-words is indicated. We discuss that it is possible to recognize 726 kinds of two-character sub-words by the recognizing half of their patterns only. In addition it is believed that an ideal recognition rate can be obtaining by combining other features such as sub-word frequency. The recognition of other sub-words is the targets of our future work. | |||||||
| 論文抄録(英) | ||||||||
| 内容記述タイプ | Other | |||||||
| 内容記述 | This paper discusses pattern-based online handwriting Uyghur character recognition. A statistical analysis result showed that the sub-word is the basic unit of Uyghur writing. As a first step of the implementation of a sub-word-based recognition system, the one-character sub-words were recognized using Approximate Stroke Sequence String Matching method, and got a recognition rate about 97%. Experiment result proved this method also effective to the recognition of other sub-words. To get a clear idea about sub-word patterns, the sample of containing 4 million characters was collected and analyzed. Based on the analysis result, a pattern-based sub-word recognition approach is suggested. The recognition result of one-character sub-words is indicated. We discuss that it is possible to recognize 726 kinds of two-character sub-words by the recognizing half of their patterns only. In addition, it is believed that an ideal recognition rate can be obtaining by combining other features such as sub-word frequency. The recognition of other sub-words is the targets of our future work. | |||||||
| 書誌レコードID | ||||||||
| 収録物識別子タイプ | NCID | |||||||
| 収録物識別子 | AN10100541 | |||||||
| 書誌情報 |
情報処理学会研究報告グラフィクスとCAD（CG） 巻 2008, 号 80(2008-CG-132), p. 29-33, 発行日 2008-08-15 |
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| Notice | ||||||||
| SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc. | ||||||||
| 出版者 | ||||||||
| 言語 | ja | |||||||
| 出版者 | 情報処理学会 | |||||||
