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Optical Engineering

Impulsive noise removal using switching scheme and adaptive weighted median filters
Author(s): Lianghai Jin; Hong Liu; Enmin Song; Xiangyang Xu
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Paper Abstract

We present a new impulsive noise removal method, which combines a switching mechanism and adaptive weighted median filtering techniques. By utilizing four Laplacian operators and median-based comparison techniques to classify the image pixels into thin-line pixels, noise-free pixels, and noisy ones, the developed solution applies adaptive weighted median filtering operations only in the detected noisy locations to suppress impulsive noise, and keeps the other pixels unchanged. The simulation results exhibit the excellent performance gains of the proposed solution in suppressing impulsive noise with different contamination ratios over other prior-art methods in terms of both objective measurements and visual image quality.

Paper Details

Date Published: 1 January 2010
PDF: 8 pages
Opt. Eng. 49(1) 017004 doi: 10.1117/1.3292005
Published in: Optical Engineering Volume 49, Issue 1
Show Author Affiliations
Lianghai Jin, Huazhong Univ. of Science and Technology (China)
Hong Liu, Huazhong Univ. of Science and Technology (China)
Enmin Song, Huazhong Univ. of Science and Technology (China)
Xiangyang Xu, Huazhong Univ. of Science and Technology (China)


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