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Rank M-type Filters for Image Denoising

By Francisco J. Gallegos-Funes and Alberto J. Rosales-Silva

Abstract

We present the RMKNN and MML filters in spatial and wavelet domain for impulsive and speckle noise suppression in gray scale and color imaging. Extensive simulation results with different gray scale and color images and video sequences have demonstrated that the proposed filters consistently outperform other filters by balancing the tradeoff between noise suppression, fine detail preservation, color retention, and processing time

Topics: Image Processing
Publisher: 'IntechOpen'
Year: 2009
DOI identifier: 10.5772/7044
OAI identifier: oai:intechopen.com:6669
Provided by: IntechOpen

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