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Post-processing of coded images by neural network cancellation of the unmasked noise

✍ Scribed by M. Mattavelli; O. Bruyndonckx; S. Comes; B. Macq

Book ID
105533818
Publisher
Springer US
Year
1995
Tongue
English
Weight
1003 KB
Volume
2
Category
Article
ISSN
1370-4621

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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