Mathematical Problems in Engineering
Volume 2004 (2004), Issue 1, Pages 79-91
New filtering technique for the impulsive noise reduction in color images
1Department of Automatic Control, Electronics and Computer Science, Silesian University of Technology, 16 Akademicka Street, Gliwice 44-101, Poland
2Edward S. Rogers Sr. Department of Electrical and Computer Engineering, University of Toronto, 10 King's College Road, Toronto, Ontario M5S 3G4, Canada
Received 31 October 2001
Copyright © 2004 B. Smolka et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
We present a novel approach to the problem of impulsive noise reduction for colorimages. The new image-filtering
technique is based on the maximization of the similarities
between pixels in the filtering window. Themethod is able to
remove the noise component, while adapting itself to the local
image structure. In this way, the proposed algorithm eliminates
impulsive noise while preserving edges and fine image details.
Since the algorithm can be considered as a modification of the
vector median filter driven by fuzzy membership functions, it is
fast, computationally efficient, and easy to implement.
Experimental results indicate that the new method is superior, in
terms of performance, to algorithms commonly used for impulsive