• DocumentCode
    701244
  • Title

    Texture analysis: Comparison of autocorrelation-based with cumulant-based approaches

  • Author

    Murino, Vittorio ; Ottonello, Cinthya ; Pagnan, Sergio ; Trucco, Andrea

  • Author_Institution
    DIMI -University of Udine, Via delle Scienze 206, 33100 Udine, Italy
  • fYear
    1996
  • fDate
    10-13 Sept. 1996
  • Firstpage
    1
  • Lastpage
    3
  • Abstract
    In this paper the use of 3rd-order cumulants, i.e. triple correlations, is proposed for texture analysis. Properties of such features are derived, with particular attention to insensitivity to symmetrically distributed noises and statistical estimate stabilility. Experimental evaluation of 3rd-order cumulants as descriptive features for textures is carried out in comparison with autocorrelation-based approaches.
  • Keywords
    Correlation; Estimation; Gaussian noise; Gaussian processes; Image segmentation; Signal to noise ratio;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    European Signal Processing Conference, 1996. EUSIPCO 1996. 8th
  • Conference_Location
    Trieste, Italy
  • Print_ISBN
    978-888-6179-83-6
  • Type

    conf

  • Filename
    7082969
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=701244