CASIA OpenIR  > 09年以前成果
On-line handwritten Chinese character recognition directed by components with dynamic templates
Xiao, XH; Dai, RW
1998-02-01
发表期刊INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE
卷号12期号:1页码:143-157
文章类型Article
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.
关键词On-line Character Recognition Structural Matching Component Directed Dynamic Templates
WOS标题词Science & Technology ; Technology
收录类别SCI
语种英语
WOS研究方向Computer Science
WOS类目Computer Science, Artificial Intelligence
WOS记录号WOS:000073849500009
引用统计
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/9770
专题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.
条目包含的文件
条目无相关文件。
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Xiao, XH]的文章
[Dai, RW]的文章
百度学术
百度学术中相似的文章
[Xiao, XH]的文章
[Dai, RW]的文章
必应学术
必应学术中相似的文章
[Xiao, XH]的文章
[Dai, RW]的文章
相关权益政策
暂无数据
收藏/分享
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。