Mixed Noise Suppression in Color Images by Signal-Dependent LMS L-Filters
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Date
2003-09
Authors
Hudec, Robert
ORCID
Advisor
Referee
Mark
Journal Title
Journal ISSN
Volume Title
Publisher
Společnost pro radioelektronické inženýrství
Abstract
The paper is devoted to the signal-dependent (SD) design of adaptive LMS L-filters with marginal data ordering for color images. The same stem of SD processing of noised grayscale images was applied on noisy color images. Component-wise and multichannel modifications of SD LMS L-filter in R'G'B' (gamma corrected RGB signals) color space were developed. Both modifications for filtering two-dimensional static color images degraded by mixed noise consisting of additive Gaussian white noise and impulsive noise were used. Moreover, single-channel spatial impulse detectors as detectors of impulses and details were used, too. Considering experimental results, SD modifications of L-filters for noisy color images can be concluded to yield the best results.
Description
Citation
Radioengineering. 2003, vol. 12, č. 3, s. 46-50. ISSN 1210-2512
http://www.radioeng.cz/fulltexts/2003/03_03_46_50.pdf
http://www.radioeng.cz/fulltexts/2003/03_03_46_50.pdf
Document type
Peer-reviewed
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Published version
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en