Optimal features selection based on circular Gabor filters and RSE in texture segmentation

被引：1
|
作者：
Wang, Qiong
Liu, Jian
Tian, Jinwen
机构：
来源：
MIPPR 2007: MEDICAL IMAGING, PARALLEL PROCESSING OF IMAGES, AND OPTIMIZATION TECHNIQUES | 2007年 / 6789卷
关键词：
texture segmentation; circular Gabor filters; rough set; information entropy; feature selection;
D O I：
10.1117/12.748235
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
This paper designs the circular Gabor filters incorporating into the human visual characteristics, and the concept of mutual information entropy in rough set is introduced to evaluate the effect of the features extracted from different filters on clustering, redundant features are got rid of, Experimental results indicate that the proposed algorithm outperforms conventional approaches in terms of both objective measurements and visual evaluation in texture segmentation.
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页数：6
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