Feature fusion method for edge detection of color images

被引：0
|
作者：
Ma Yu
机构：
来源：
JournalofSystemsEngineeringandElectronics | 2009年 / 20卷 / 02期
基金：
中国国家自然科学基金;
关键词：
color image processing; edge detection; feature extraction; feature fusion;
D O I：
暂无
中图分类号：
TP391.41 [];
学科分类号：
080203 ;
摘要：
A novel feature fusion method is proposed for the edge detection of color images. Except for the typical features used in edge detection, the color contrast similarity and the orientation consistency are also selected as the features. The four features are combined together as a parameter to detect the edges of color images. Experimental results show that the method can inhibit noisy edges and facilitate the detection for weak edges. It has a better performance than conventional methods in noisy environments.
引用
收藏
页码：394 / 399
页数：6
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