DocumentCode
2662332
Title
Noise filter of multi-value images based on fuzzy Renyi entropy
Author
Jifu, Chen ; Xuemei, Ren ; Hong, Huang
Author_Institution
Inst. of Syst. Eng., Beijing Inst. of Technol., Beijing
fYear
2008
fDate
16-18 July 2008
Firstpage
686
Lastpage
689
Abstract
Aim at the problem of noise-reduction for multi-value images, we propose a method for noise filter of multi-value images based on fuzzy Renyi entropy. The method builds up a relevant physical model according to the characteristics of degenerative multi-value images, and constructs a type of fuzzy entropy which can reflect the actual circumstance of images, and finally carries on the picture instauration using principle of minimum entropy. The experiments conducted on simulator show the superiority of noise-reduction through compared with median filter and average filter.
Keywords
entropy; filtering theory; fuzzy set theory; image denoising; fuzzy Renyi entropy; multivalue images; noise filter; noise reduction; Control systems; Electronic mail; Entropy; Filters; Fuzzy control; Fuzzy systems; Systems engineering and theory; Fuzzy Renyi entropy; Minimum-entropy; Multi-value images; Noise filter;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference, 2008. CCC 2008. 27th Chinese
Conference_Location
Kunming
Print_ISBN
978-7-900719-70-6
Electronic_ISBN
978-7-900719-70-6
Type
conf
DOI
10.1109/CHICC.2008.4605288
Filename
4605288
Link To Document