DocumentCode
2227019
Title
A morphology filter to impulse noise based on adaptive optimizing the values of structure element
Author
Xiuli, Wang ; YiMin, Nan
Author_Institution
Dept. of Commun., Guangzhou Civil Aviation Coll. (GCAC, Guangzhou, China
Volume
5
fYear
2010
fDate
20-22 Aug. 2010
Abstract
This paper brings forward a new mathematical morphology method for impulse noise filtering. At first, it detects the impulse noises and selecting different morphological operators, and then adaptive optimizes the values of the structure element based on the pixels within the filtering window. Caring out formulations, the proposed method is lower in blurring the edge and higher in filtering effect.
Keywords
image denoising; impulse noise; nonlinear filters; optimisation; adaptive optimization; filtering window; image blurring; impulse noise filtering; mathematical morphology; morphology filter; Morphology; Noise; impulse noise filtering; mathematical morphology; signal to noise ratio (PSNR); the values of the structure element;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Computer Theory and Engineering (ICACTE), 2010 3rd International Conference on
Conference_Location
Chengdu
ISSN
2154-7491
Print_ISBN
978-1-4244-6539-2
Type
conf
DOI
10.1109/ICACTE.2010.5579486
Filename
5579486
Link To Document