• 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