• DocumentCode
    3311560
  • Title

    Estimation of the Ising field parameter thanks to the exact partition function

  • Author

    Giovannelli, J.-F.

  • Author_Institution
    Lab. d´´Integration du Materiau au Syst., Equipe Signal-Image, Univ. de Bordeaux 1, Talence, France
  • fYear
    2010
  • fDate
    26-29 Sept. 2010
  • Firstpage
    1441
  • Lastpage
    1444
  • Abstract
    We propose new estimation methods for the Ising field parameter based on an explicit expression for the partition function. This expression is known for a long time, but, to the best of our knowledge, it has never been used for parameter estimation. The paper develops standard Bayesian estimates and proposes a numerical comparative evaluation.
  • Keywords
    belief networks; image reconstruction; parameter estimation; Bayesian estimation; Ising field parameter estimation; image processing; partition function; Approximation methods; Bayesian methods; Computational modeling; Estimation; Image processing; Markov processes; Parameter estimation; Bayesian estimation; Ising field; parameter estimation; partition function;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing (ICIP), 2010 17th IEEE International Conference on
  • Conference_Location
    Hong Kong
  • ISSN
    1522-4880
  • Print_ISBN
    978-1-4244-7992-4
  • Electronic_ISBN
    1522-4880
  • Type

    conf

  • DOI
    10.1109/ICIP.2010.5650185
  • Filename
    5650185
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3311560