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Springer Image Analysis, Random Fields and Markov Chain Monte Carlo Methods: A Mathematical Introduction: 27 (Stochastic Modelling and Applied Probability, 27)

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Description
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 computer science, it will serve as an introduction to the mathematical aspects rather than a survey. Basically no prior knowledge of mathematics or statistics is required. The second edition is in many parts completely rewritten and improved, and most figures are new. The topics of exact sampling and global optimization of likelihood functions have been added.

Product Specifications
Brand
Springer
Format
paperback
ASIN
3642629113
Category
Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain
Amazon UK
Release Date
22 September 2012
Listed Since
12 December 2012

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