• DocumentCode
    379848
  • Title

    Image denoising through a level set approach

  • Author

    Dibos, Françoise ; Koepfler, Georges

  • Author_Institution
    CEREMADE, Univ. of Paris 9 Dauphine, France
  • fYear
    1998
  • fDate
    4-7 Oct 1998
  • Firstpage
    264
  • Abstract
    The minimization of the total variation has become a very popular tool for image denoising. In this paper we present an alternative approach of the total variation minimization problem. In the BV functional background we introduce a formulation using level sets and the Coarea formula. From this we deduce a practical algorithm for total variation minimization. Finally we present some experimental results
  • Keywords
    image restoration; interference suppression; iterative methods; minimisation; BV functional background; Coarea formula; image denoising; level set approach; total variation minimization problem; Equations; Gaussian processes; Image denoising; Image processing; Level set; Minimization methods; Smoothing methods;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 1998. ICIP 98. Proceedings. 1998 International Conference on
  • Conference_Location
    Chicago, IL
  • Print_ISBN
    0-8186-8821-1
  • Type

    conf

  • DOI
    10.1109/ICIP.1998.999017
  • Filename
    999017
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=379848