Using orientation tokens for object recognition

被引:9
作者
Kovalev, VA
Petrou, M [1 ]
Bondar, YS
机构
[1] Univ Surrey, Sch Elect Engn Informat Technol & Math, Guildford GU2 5XH, Surrey, England
[2] Byelarussian Acad Sci, Inst Math, Gomel 246652, BELARUS
关键词
orientation tokens; angle-distance histograms; image database retrieval; texture discrimination;
D O I
10.1016/S0167-8655(98)00093-2
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We propose the use of co-occurrence matrices/histograms (of relative distance, relative angle) between pairs of orientation tokens for silhouette recognition and texture discrimination. The orientation tokens are defined as the tangent vectors to the boundary of the silhouette, or the gradient vectors for grey images. The efficiency of the method is demonstrated with the help of three different series of experiments with real data. (C) 1998 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:1125 / 1132
页数:8
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