Image Analysis, Random Fields and Dynamic Monte Carlo Methods

This text is concerned with a probabilistic approach to image analysis as initiated by U. It formally adopts the Bayesian paradigm and therefore is referred to as 'Bayesian Image Analysis'. Whereas image analysis is replete with ad hoc techniques, Bayesian image analysis provides a general framework encompassing various problems from imaging.