Image Analysis, Random Fields and Markov Chain Monte Carlo Methods

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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. "This book is concerned with a probabilistic approach for image analysis, mostly from the Bayesian point of view, and the important Markov chain Monte Carlo methods commonly used...This book will be useful, especially to researchers with a strong background in probability and an interest in image analysis. The author has presented the theory with rigor!he doesn't neglect applications, providing numerous examples of applications to illustrate the theory." -- MATHEMATICAL REVIEWS

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Pagina's: 403, Editie: Second Edition 2003, Hardcover, Springer