• DocumentCode
    3408802
  • Title

    A new method for texture image segmentation

  • Author

    Yassine, Idrissi Sidi ; Belfkih, Samir ; Najah, Said ; Zenkouar, Khalid

  • Author_Institution
    Dept. d´´Inf., Fac. des Sci. et Tech., Fés, Morocco
  • fYear
    2010
  • fDate
    Sept. 30 2010-Oct. 2 2010
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In this paper we present a new texture descriptor based on the shape operator defined in differential geometry. Then we describe the texture feature analysis process based on the spectral histogram. After that we describe a new algorithm for texture segmentation using this descriptor, statistics based on the spectral histogram, and mathematical morphology. Many results are presented to illustrate the effectiveness of our approach.
  • Keywords
    differential geometry; image segmentation; image texture; mathematical morphology; statistical analysis; differential geometry; mathematical morphology; spectral histogram; texture descriptor; texture image segmentation; Gabor filters; Histograms; Image edge detection; Image segmentation; Manifolds; Pixel; Shape; Differential Geometry; Mathematical Morphology; Spectral Histogram; Textures Segmentation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    I/V Communications and Mobile Network (ISVC), 2010 5th International Symposium on
  • Conference_Location
    Rabat
  • Print_ISBN
    978-1-4244-5996-4
  • Type

    conf

  • DOI
    10.1109/ISVC.2010.5656161
  • Filename
    5656161
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3408802