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- W577865240 abstract "In this letter, a new impulse detector is proposed in order to realize a switching median filter, which can remove salt-pepper impulse noise while preserving details. In the detector, a pixel pattern on the window is classified into some cluster by using the self-organizing maps, and then a difference between the central pixel value and a median of the window is calculated. Finally, the detection is achieved by comparing the difference with a threshold value, which is assigned to a cluster. Simulation results demonstrate that the proposed algorithm is better than a conventional algorithm and is particularly effective for the cases where the images are highly corrupted." @default.
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- W577865240 date "2002-01-01" @default.
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- W577865240 title "A New Impulse Noise Detector Based on Pattern Classification" @default.
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- W577865240 doi "https://doi.org/10.1541/ieejeiss1987.122.5_902" @default.
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