• DocumentCode
    2694027
  • Title

    Fuzzy texture detection using homogeneity cues

  • Author

    Sanchez-Yanez, R.E. ; del Moral-Perea, A. ; Ayala-Ramirez, V.

  • Author_Institution
    Guanajuato Univ., Mexico
  • Volume
    7
  • fYear
    2004
  • fDate
    10-13 Oct. 2004
  • Firstpage
    6429
  • Abstract
    A fuzzy inference approach for visual texture detection is discussed. Pixel values in a homogeneity image are fed into a fuzzy inference engine in order to classify each pixel into regions labeled as "homogeneous" or "texture". An in-depth analysis where different grades of texture homogeneity are also feasible was presented. The performance of the proposed method illustrated on some sample images.
  • Keywords
    image texture; inference mechanisms; object detection; fuzzy inference approach; fuzzy texture detection; homogeneity image; in-depth analysis; visual texture detection; Calculus; Engines; Higher order statistics; Histograms; Image analysis; Image segmentation; Image texture analysis; Pixel; Statistical analysis; Statistical distributions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2004 IEEE International Conference on
  • ISSN
    1062-922X
  • Print_ISBN
    0-7803-8566-7
  • Type

    conf

  • DOI
    10.1109/ICSMC.2004.1401411
  • Filename
    1401411
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2694027