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Recursive edge-preserving image filter based on a fuzzy model
- 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.
- Subjects :
- Fuzzy classification
business.industry
Fuzzy set
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
Fuzzy control system
Edge-preserving smoothing
Fuzzy logic
Composite image filter
Defuzzification
ComputingMethodologies_PATTERNRECOGNITION
Computer Science::Computer Vision and Pattern Recognition
Fuzzy number
Computer vision
Artificial intelligence
business
Algorithm
Mathematics
Subjects
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