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
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;
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
DOI :
10.1109/CHICC.2008.4605288