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This paper proposes support vector machine (SVM) based fuzzy filter for restoration of corrupted images from impulse noise in color image domain. In this proposed filter, filtering technique is performed using channel by channel operation on the corrupted pixel (R, G, and B channel separately). In this work, the system has been trained with the optimal feature set. During the testing phase, pixels...
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