%0 Journal Article
%T Fuzzy Weighted Adaptive Linear Filter for Color Image Restoration Using Morphological Detectors
%A Anita Sahoo
%A Dr. Manu Pratap Singh
%J International Journal on Computer Science and Engineering
%D 2009
%I Engg Journals Publications
%X A novel scheme for restoration of color images is presented. The proposed scheme has two phases; in the first phase it detects the pixels corrupted with impulse noise by employing the tools of mathematical morphology and the degree of noisiness is labeled by a fuzzy membership function. Subsequent phase uses a linear weighted filter that attempts to reduce noise in an efficient manner. Experimental results indicate that the proposed scheme provides a better restoration performance than many state of the art filters used for the same. The scheme is capable of preserving color and image details, while suppressing impulse noise effectively.
%K Image Restoration
%K Impulse Noise
%K Morphological Operations
%K Fuzzy Functions
%K Adaptive Linear Filter
%K Images in RGB and Lu*v* color space.
%U http://www.enggjournals.com/ijcse/doc/IJCSE09-01-03-18.pdf