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Proceedings Paper

Removal of impulsive noise from highly corrupted color images
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Paper Abstract

Nonlinear vector median filters (VMF) and their variants represents one of the most popular approaches for color image processing. In this paper a novel effective method for detection and removal impulse noise in highly corrupted color images has been proposed. First, window operator based on an explicit use of spatial relations between color image elements to detect impulse noise is used. Then the spatially connected modification of VMF for removal of previously detected impulsive noise has been employed. The performance of the proposed detector and filter for detecting and suppressing of impulsive noise in test images is compared to conventional vector medium algorithms.

Paper Details

Date Published: 19 November 2003
PDF: 8 pages
Proc. SPIE 5203, Applications of Digital Image Processing XXVI, (19 November 2003); doi: 10.1117/12.503362
Show Author Affiliations
Mikhail G Mozerov, Institute for Information Transmission Problems (Russia)
Vitaly Kober, CICESE (Mexico)
Tae-sun Choi, Kwangju Institute of Science and Technology (South Korea)

Published in SPIE Proceedings Vol. 5203:
Applications of Digital Image Processing XXVI
Andrew G. Tescher, Editor(s)

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