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Feature fusion method for edge detection of color images

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3 Author(s)
Yu, Ma ; Dept. of Electronic Engineering, Fudan Univ., Shanghai 200433, P. R. China ; Xiaodong, Gu ; Yuanyuan, Wang

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.

Published in:
Systems Engineering and Electronics, Journal of  (Volume:20 ,  Issue: 2 )

Date of Publication: April 2009

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