Improving Potts MRF Model Parameter Estimation in Image Analysis

Abstract

This paper presents a novel pseudo-likelihood equation for the estimation of the Potts MRF model parameter on second-order neighborhood systems. Experiments with simulated images comparing the proposed estimation method with a recent maximum likelihood estimation approach derived in literature show the superiority of our methodology. In order to evaluate… (More)
DOI: 10.1109/CSE.2008.11

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