• DocumentCode
    319892
  • Title

    Model-based Tikhonov-Miller image restoration

  • Author

    Barakat, V. ; Guilpart, Beee eè A. ; Goutte, R. ; Prost, R. Aaaaaaâ

  • Author_Institution
    Commissariat a l´´Energie Atom., Bruyeres-Le-Chatel, France
  • Volume
    1
  • fYear
    1997
  • fDate
    26-29 Oct 1997
  • Firstpage
    310
  • Abstract
    We propose a new Miller-Tikhonov restoration method where an a priori model of the solution is included. In sharp contrast with the classical method, this approach incorporates local informations. We show that the optimal model can be directly calculated from the data or a priori given and adjusted by minimizing the reconstruction error
  • Keywords
    image restoration; Miller-Tikhonov restoration method; Tikhonov regularisation; Tikhonov-Miller image restoration; a priori model; local information; model-based method; optimal model; reconstruction error minimisation; Additive noise; Convolution; Degradation; Image reconstruction; Image restoration; Least squares methods; Mathematical model; Stability; Statistics; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 1997. Proceedings., International Conference on
  • Conference_Location
    Santa Barbara, CA
  • Print_ISBN
    0-8186-8183-7
  • Type

    conf

  • DOI
    10.1109/ICIP.1997.647768
  • Filename
    647768
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=319892