Mathematical Problems in Engineering

Mathematical Problems in Engineering / 2004 / Article

Open Access

Volume 2004 |Article ID 545162 | https://doi.org/10.1155/S1024123X04110016

B. Smolka, A. Chydzinski, K. N. Plataniotis, A. N. Venetsanopoulos, "New filtering technique for the impulsive noise reduction in color images", Mathematical Problems in Engineering, vol. 2004, Article ID 545162, 13 pages, 2004. https://doi.org/10.1155/S1024123X04110016

New filtering technique for the impulsive noise reduction in color images

Received31 Oct 2001

Abstract

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 noise reduction.

Copyright © 2004 Hindawi Publishing Corporation. 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.


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