• DocumentCode
    174533
  • Title

    Vector texture features for colour images: Construction and elements of comparison

  • Author

    Ledoux, A. ; Richard, N. ; Capelle-Laize, Anne-Sophie ; Ivanovici, Mihai

  • Author_Institution
    XLIM-SIC, Univ. de Poitiers, Futuroscope, France
  • fYear
    2014
  • fDate
    22-24 May 2014
  • Firstpage
    980
  • Lastpage
    985
  • Abstract
    In this paper, we explore an original way to compute texture features for colour images in a vector process. To do it, we used a dedicated approach for colour mathematical morphology using distance function. We show in this paper the scientific construction of morphological spectra. We compare the obtained morphological spectra using different colour mathematical morphology methods existing in from the literature. First classification results are given using a fractal image database.
  • Keywords
    feature extraction; image colour analysis; image texture; mathematical morphology; colour image; colour mathematical morphology; distance function; fractal image database; morphological spectra; vector process; vector texture features; Complexity theory; Convergence; Fractals; Gray-scale; Image color analysis; Morphology; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Optimization of Electrical and Electronic Equipment (OPTIM), 2014 International Conference on
  • Conference_Location
    Bran
  • Type

    conf

  • DOI
    10.1109/OPTIM.2014.6851025
  • Filename
    6851025