Browsing by Subject "Maximum likelihood method"

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    On a parameter estimation method for Gibbs-Markov random fields
    (IEEE, 1994) Gürelli, M. I.; Onural, L.
    This correspondence is about a Gibbs-Markov random field (GMRF) parameter estimation technique proposed by Derin and Elliott. We will refer to this technique as the histogramming (H) method. First, the relation of the H method to the (conditional) maximum likelihood (ML) method is considered. Second, a bias-reduction based modification of the H method is proposed to improve its performance, especially in the case of small amounts of image data.