28 May 2003 Detectors of the impulsive noise and new effective filters for the impulsive noise reduction
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Abstract
As it is known, the impulsive noise appears on the image in the form of randomly distributed pixels of random brightness. Impulses themselves usually differ much from the surrounding pixels in brightness. The main topic of the paper is the introduction of the new impulse detection criteria, and their application to such filters as median, rank-order and cellular neural Boolean. Three impulse detectors are considered. The Rank Impulse Detector uses such property of impulse that its rank in variation series is usually quite different from rank of the median. Exponential Median Detector uses the exponent of the difference between the local median and the value of pixel to detect the impulse. Combination of these two detectors forms the Enhanced Rank Impulse Detector and integrates advantages of both of them. In combination with filter it allows iterative filtering without further image destruction.
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Igor N. Aizenberg, Igor N. Aizenberg, Jaakko T. Astola, Jaakko T. Astola, Taras Bregin, Taras Bregin, Constantine Butakoff, Constantine Butakoff, Karen O. Egiazarian, Karen O. Egiazarian, Dmitriy Paliy, Dmitriy Paliy, } "Detectors of the impulsive noise and new effective filters for the impulsive noise reduction", Proc. SPIE 5014, Image Processing: Algorithms and Systems II, (28 May 2003); doi: 10.1117/12.477716; https://doi.org/10.1117/12.477716
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