• DocumentCode
    250121
  • Title

    Texture modeling by Gaussian fields with prescribed local orientation

  • Author

    Polisano, Kevin ; Clausel, M. ; Perrier, Valerie ; Condat, L.

  • Author_Institution
    Lab. Jean Kuntzmann, Univ. of Grenoble-Alpes, Grenoble, France
  • fYear
    2014
  • fDate
    27-30 Oct. 2014
  • Firstpage
    6091
  • Lastpage
    6095
  • Abstract
    This paper presents a new framework for oriented texture modeling. We introduce a new class of Gaussian fields, called Locally Anisotropic Fractional Brownian Fields, with prescribed local orientation at any point. These fields are a local version of a specific class of anisotropic self-similar Gaussian fields with stationary increments. The simulation of such textures is obtained using a new algorithm mixing the tangent field formulation and a turning band method, this latter method having proved its efficiency for generating stationary anisotropic textures. Numerical experiments show the ability of the method for synthesis of textures with prescribed local orientation.
  • Keywords
    Gaussian processes; image texture; Gaussian fields; locally anisotropic fractional Brownian fields; oriented texture modeling; prescribed local orientation; stationary increments; tangent field formulation; texture modeling; turning band method; Biological system modeling; Fractals; Indexes; Mathematical model; Numerical models; Turning; Vectors; Prescribed orientation; anisotropic self-similar Gaussian fields; oriented textures; turning bands;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing (ICIP), 2014 IEEE International Conference on
  • Conference_Location
    Paris
  • Type

    conf

  • DOI
    10.1109/ICIP.2014.7026229
  • Filename
    7026229