FUZZY-ATTRIBUTE GRAPH WITH APPLICATION TO CHINESE CHARACTER-RECOGNITION

被引:17
作者
CHAN, KP [1 ]
CHEUNG, YS [1 ]
机构
[1] UNIV HONG KONG,DEPT ELECT & ELECTR ENGN,HONG KONG,HONG KONG
来源
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS | 1992年 / 22卷 / 02期
关键词
D O I
10.1109/TSMC.1992.752513
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In everyday life, many properties or concepts we encounter are fuzzy in nature. To include those fuzzy properties in solving some types of problems, we have extended the attributed graph to fuzzy-attribute graph (FAG). With such extension, equality of attributes can no longer be used when matching of FAG's is considered, as equality of two fuzzy sets is too stringent a condition. In the paper, fuzzy-attribute graph is formally defined and a new measure for matching two FAG's is suggested. The new measure has its interpretation under fuzzy logic. The model is applied to the recognition of handprinted Chinese characters and the result is presented.
引用
收藏
页码:402 / 410
页数:9
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