• DocumentCode
    1385195
  • Title

    Comments on "The convergence of mean field procedures for MRF\´s

  • Author

    Fessler, J.A.

  • Author_Institution
    Dept. of Electr. Eng. & Comput. Sci., Michigan Univ., Ann Arbor, MI, USA
  • Volume
    7
  • Issue
    6
  • fYear
    1998
  • fDate
    6/1/1998 12:00:00 AM
  • Firstpage
    917
  • Abstract
    The author comments that Zhang (see ibid., vol.5, no.12, p.1662-65, 1996) attempts to establish the convergence of a mean field iteration for an Ising Markov random field (MRF) for large values of the hyperparameter value /spl beta/ is not correct for the function T/sub /spl delta//(u) defined. The convergence of the mean field iteration remains an open question for large /spl beta/.
  • Keywords
    Markov processes; convergence of numerical methods; iterative methods; random processes; Markov random field; convergence; hyperparameter; mean field iteration; mean field procedures; Convergence; Image processing; Markov random fields;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7149
  • Type

    jour

  • DOI
    10.1109/83.679443
  • Filename
    679443
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1385195