Decomposition of Chinese character into strokes using mathematical morphology

被引:13
作者
Kim, JW [1 ]
Kim, KI [1 ]
Choi, BJ [1 ]
Kim, HJ [1 ]
机构
[1] Kyungpook Natl Univ, Dept Comp Engn, Taegu 702701, South Korea
关键词
stroke extraction; mathematical morphology; approximate convexity; off-line character recognition;
D O I
10.1016/S0167-8655(98)00147-0
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In off-line character recognition, reliable extraction of strokes greatly influences the overall performance of the system. We propose a novel method of decomposing a Chinese character into a set of strokes, based on the concepts of mathematical morphology. A character is segmented after being thinned using morphological operation. Each segment is expanded by morphological operations such as elongation, fattening and isotropic expansion then intersected with the original input shape. The expanded segments are merged using a convexity measure at the final stage. The final merged segments are regarded as basic strokes of a character. To show the effectiveness of the method, we perform experiments and the results show the validity of the proposed method. (C) 1999 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:285 / 292
页数:8
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