A morphological estimator for clique potentials of binary Markov random fields
Krishnamoorthy Sivakumar, John I. Goutsias · 2002
The problem of parameter estimation for a binary Markov random field, from a given realization, is addressed. A strongly consistent estimator for the clique potentials, based on morphological erosions, is proposed. Experimental results demonstrate the effectiveness of the proposed approach.