Title :
A method for improving the machine recognition of confusing Chinese characters
Author :
Chiang, Cheng-Chin ; Yu, Shiaw-Shian
Author_Institution :
Comput. & Commun. Res. Labs., Ind. Technol. Res. Inst., Hsinchu, Taiwan
Abstract :
This paper presents a novel low-cost method to improve the recognition of confusing Chinese characters which usually cause the misclassifications in character recognition systems. This proposed method can automatically analyze and select better discriminative features to differentiate confusing characters without any complex operations which are required in many other related approaches. According to our experimental results, this method improves the recognition rate of a recognition system by correcting about 30% of the misclassifications
Keywords :
character recognition; feature extraction; pattern classification; character recognition systems; confusing Chinese characters; machine recognition; misclassifications; Character recognition; Communication industry; Computer industry; Degradation; Feature extraction; Natural languages; Pattern recognition; Shape; Spatial databases; Text recognition;
Conference_Titel :
Pattern Recognition, 1996., Proceedings of the 13th International Conference on
Conference_Location :
Vienna
Print_ISBN :
0-8186-7282-X
DOI :
10.1109/ICPR.1996.546798