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Adaptive threshold selection for impulsive noise detection in images using coefficient of variance

✍ Scribed by Subrajeet Mohapatra; Pankaj Kumar Sa; Banshidhar Majhi

Book ID
106175708
Publisher
Springer-Verlag
Year
2011
Tongue
English
Weight
762 KB
Volume
21
Category
Article
ISSN
0941-0643

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A neural network adaptive filter is introduced for the removal of impulse noise in digital images. Using pixel classification by a self-organising neural network to detect the positions of the noisy pixels, the filter is able to effectively eliminate the impulses while retaining image integrity. Det