• DocumentCode
    2993198
  • Title

    A new approach to parameter estimation for Gibbs random fields

  • Author

    Derin, H. ; Elliott, H. ; Kuang, J.

  • Author_Institution
    University of Massachusetts, Amherst, Massachusetts
  • Volume
    10
  • fYear
    1985
  • fDate
    31138
  • Firstpage
    913
  • Lastpage
    916
  • Abstract
    This paper presents a new approach for estimating the parameters of random fields characterized by Gibbs distributions. Unlike the commonly used "coding method", the parameter estimation procedure presented here involves the solution of a set of linear equations. We also present numerical and pictorial results on application of this estimation procedure on several Gibbs distributed images.
  • Keywords
    Application software; Computer vision; Image coding; Image processing; Lattices; Markov random fields; Maximum likelihood estimation; Nonlinear equations; Parameter estimation; Yield estimation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '85.
  • Type

    conf

  • DOI
    10.1109/ICASSP.1985.1168296
  • Filename
    1168296
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2993198