Image Analysis, Random Fields and Markov Chain Monte Carlo Methods

This second edition of G. Winkler''s successful book on random field approaches to image analysis, related Markov Chain Monte Carlo methods, and statistical inference with emphasis on Bayesian image analysis concentrates more on general principles and models and less on details of concrete applications. Addressed to students and scientists from mathematics, statistics, physics, engineering, and co...