Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
534384 | Pattern Recognition Letters | 2010 | 8 Pages |
Abstract
We present a novel fuzzy noise detector based on a fuzzy metric specifically designed to detect impulses. The fuzzy detector is inspired on the recent rank-ordered differences (ROD) statistic. We propose a noise detection process performed in two steps followed by noise filtering using the vector median filter. Experimental results show that the method is among the best-performing methods for impulse noise reduction and computational analysis indicates that the method is pretty efficient.
Keywords
Related Topics
Physical Sciences and Engineering
Computer Science
Computer Vision and Pattern Recognition
Authors
Joan-Gerard Camarena, ValentÃn Gregori, Samuel Morillas, Almanzor Sapena,