DocumentCode
1741017
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
Volume
2
fYear
2000
fDate
10-13 Sept. 2000
Firstpage
808
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 2000. Proceedings. 2000 International Conference on
Conference_Location
Vancouver, BC, Canada
ISSN
1522-4880
Print_ISBN
0-7803-6297-7
Type
conf
DOI
10.1109/ICIP.2000.899832
Filename
899832
Link To Document