Fast unsupervised Bayesian image segmentation with adaptive spatial regularisation

Marcelo Pereyra, Steve McLaughlin

This paper presents a new Bayesian estimation technique for hidden Potts-Markov random fields with unknown regularisation parameters, with application to fast unsupervised K-class…