Adaptive fuzzy switching filter for images corrupted by impulse noise

Authors:
Haixiang Xu;Guangxi Zhu;Haoyu Peng;Desheng Wang
Affiliations:
Department of Electronics and Information Engineering, C5-406, Huazhong University of Science and Technology, Wuhan 430074, PR China;Department of Electronics and Information Engineering, C5-406, Huazhong University of Science and Technology, Wuhan 430074, PR China;Department of Electronics and Information Engineering, C5-406, Huazhong University of Science and Technology, Wuhan 430074, PR China;Department of Electronics and Information Engineering, C5-406, Huazhong University of Science and Technology, Wuhan 430074, PR China
Venue:
Pattern Recognition Letters
Year:
2004

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Abstract

An adaptive fuzzy switching filter is presented that adopts a fuzzy logic approach for the enhancement of images corrupted by impulse noise. In order to achieve optimal detail preservation, we develop the maximum-minimum exclusive median method to estimate the current pixel. Simulation results indicate that the proposed filter impressively outperforms other techniques in terms of noise suppression and detail preservation across a wide range of impulse noise corruption, ranging from 1% to 90%.