Title :
A fuzzy color credibility approach to color image filtering
Author :
Vertan, Constantin ; Boujemaa, Nozha ; Buzuloiu, Vasile
Author_Institution :
IMEDIA Project, Inst. Nat. de Recherche en Inf. et Autom., Rocquencourt, France
Abstract :
This contribution proposes a fuzzy approach to color image filtering by the fuzzy modeling of the concept of color credibility. Based on the perceptual notion of color resemblance, the colors are modeled as fuzzy sets in the CIELAB color space. The filtering principle is to select at the filters output the color that is the most credible with respect to the rest of the colors within the filtering window. Although the approach does not make any assumption on the desired filter type, the result is similar to a vector median-type filter.
Keywords :
filtering theory; fuzzy set theory; image colour analysis; CIELAB color space; color image filtering; color resemblance; filtering window; fuzzy color credibility; fuzzy modeling; fuzzy sets; vector median-type filter; Color; Decorrelation; Filtering; Filters; Fuzzy logic; Fuzzy sets; Guidelines; Pixel; Signal processing; Vectors;
Conference_Titel :
Image Processing, 2000. Proceedings. 2000 International Conference on
Conference_Location :
Vancouver, BC, Canada
Print_ISBN :
0-7803-6297-7
DOI :
10.1109/ICIP.2000.899832