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Recursive edge-preserving image filter based on a fuzzy model

Authors :
Chun-hung Li
P.K.S. Tam
Source :
1998 IEEE International Conference on Fuzzy Systems Proceedings. IEEE World Congress on Computational Intelligence (Cat. No.98CH36228).
Publication Year :
2002
Publisher :
IEEE, 2002.

Abstract

In this paper, the problem of edge preserving smoothing in image processing is tackled using a fuzzy framework. The gray value differences between neighbour pixels are modelled as fuzzy variables and a design rule based on human experience and the nature of the filtering process gives rise to an effective filtering algorithm. Experimental results demonstrate the validity of the recursive fuzzy edge-preserving smoothing filter for both synthetic and natural images.

Details

Database :
OpenAIRE
Journal :
1998 IEEE International Conference on Fuzzy Systems Proceedings. IEEE World Congress on Computational Intelligence (Cat. No.98CH36228)
Accession number :
edsair.doi...........e3c0119e141d10d642826f7d150c9fdd
Full Text :
https://doi.org/10.1109/fuzzy.1998.686366