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Similar chinese characters recognition using multiresolution feature space

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成果类型:
期刊论文
作者:
Yu, Ying*;Yang, Yang;Dong, Cailin;He, Xiuling;Chen, Zengzhao
通讯作者:
Yu, Ying
作者机构:
[He, Xiuling; Chen, Zengzhao; Yu, Ying; Yang, Yang] Univ Sci & Technol Beijing, Informat Engn Sch, Beijing 100086, Peoples R China.
[Yu, Ying] Cent China Normal Univ, Dept Comp Sci, Wuhan 430079, Peoples R China.
[He, Xiuling; Chen, Zengzhao; Dong, Cailin] Cent China Normal Univ, Dept Math & Stat, Wuhan 430079, Peoples R China.
通讯机构:
[Yu, Ying] U
Univ Sci & Technol Beijing, Informat Engn Sch, Beijing 100086, Peoples R China.
语种:
英文
期刊:
Proceedings - ISDA 2006: Sixth International Conference on Intelligent Systems Design and Applications
年:
2006
卷:
2
页码:
256-260
机构署名:
本校为其他机构
院系归属:
数学与统计学学院
计算机学院
摘要:
A large amount of similar Chinese characters is one of the main reasons to cause the high reject rate and substitution rate. In this paper, an innovative similar characters recognition method based on multiresolution feature space is proposed. The process includes originally abstracting global feature vectors, progressively, dynamically and recursively adding finer local feature vectors to improve the ability of recognition and finally achieving the result which satisfies the conditions. In this way, it is not necessary to decide similar character sets manually since it can automatically choos...

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