On-line handwritten Chinese character recognition directed by components with dynamic templates
文献类型：期刊论文
| 作者 | Xiao, XH; Dai, RW
|
| 刊名 | INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE
 |
| 出版日期 | 1998-02-01 |
| 卷号 | 12期号:1页码:143-157 |
| 关键词 | on-line character recognition structural matching component directed dynamic templates |
| 英文摘要 | Structural matching has been recognized as a promising approach for on-line Chinese character recognition. In order to reduce its great computational complexity and improve its performance, people have been seeking for ways to direct the matching of a whole character by the result of partial matching. In this paper, the authors proposed 45 basic components for 3,755 categories of daily-used Chinese characters to direct the stroke segment matching of whole characters. Since they are always located at either the beginning or the end of the stroke segment string of characters, these components are easy to be extracted and separated from other parts of a character. Besides, in our approach, the reference templates of these components are extracted dynamically from the corresponding segment string of characters when a specific matching is carried out. This strategy avoids building multiple templates for the components of the same kind but at different places of characters. The experiments show that the segment matching computation has been reduced greatly without reducing the correctness of matching. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Artificial Intelligence |
| 研究领域[WOS] | Computer Science |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000073849500009 |
| 公开日期 | 2015-12-24 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/9770]  |
| 专题 | 自动化研究所_09年以前成果 |
| 作者单位 | 1.Nanyang Technol Univ, SAS, Intelligent Syst Lab, Singapore 639798, Singapore 2.Chinese Acad Sci, Inst Automat, Beijing 100080, Peoples R China |
| 推荐引用方式 GB/T 7714 | Xiao, XH,Dai, RW. On-line handwritten Chinese character recognition directed by components with dynamic templates[J]. INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE,1998,12(1):143-157. |
| APA | Xiao, XH,&Dai, RW.(1998).On-line handwritten Chinese character recognition directed by components with dynamic templates.INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE,12(1),143-157. |
| MLA | Xiao, XH,et al."On-line handwritten Chinese character recognition directed by components with dynamic templates".INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE 12.1(1998):143-157. |
入库方式： OAI收割
来源：自动化研究所
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