DocumentCode :
3721035
Title :
Hybrid bilateral filter
Author :
Sara Behjat-Jamal;Recep Demirci;Taymaz Rahkar-Farshi
Author_Institution :
Computer Engineering Department, Technology Faculty, Gazi University, Ankara, Turkey
fYear :
2015
Firstpage :
1
Lastpage :
6
Abstract :
A variety of methods for images noise reduction has been developed so far. Most of them successfully remove noise but their edge preserving capabilities are weak. Therefore bilateral image filter is helpful to deal with this problem. Nevertheless, their performances depend on spatial and photometric parameters which are chosen by user. Conventionally, the geometric weight is calculated by means of distance of neighboring pixels and the photometric weight is calculated by means of color components of neighboring pixels. The range of weights is between zero and one. In this paper, geometric weights are estimated by fuzzy metrics and photometric weights are estimated by using fuzzy rule based system which does not require any predefined parameter. Experimental results of conventional, fuzzy bilateral filter and proposed approach have been included.
Keywords :
"Image color analysis","Image edge detection","Mathematical model","Measurement","Pragmatics","Color","Colored noise"
Publisher :
ieee
Conference_Titel :
Computer Science and Software Engineering (CSSE), 2015 International Symposium on
Type :
conf
DOI :
10.1109/CSICSSE.2015.7369248
Filename :
7369248
Link To Document :
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