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Image Analysis, Random Fields and Markov Chain Monte Carlo Methods: A Mathematical Introduction (Stochastic Modelling and Applied Probability)

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Image Analysis, Random Fields and Markov Chain Monte Carlo Methods: A Mathematical Introduction (Stochastic Modelling and Applied Probability) image
ISBN-10:

3642629113

ISBN-13:

9783642629112

Author(s): Winkler, Gerhard
Edition: 2nd ed. 2003. Softcover reprint of the original 2nd ed. 2003
Released: Sep 22, 2012
Publisher: Springer
Format: Paperback, 403 pages
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Description:

"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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