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

Winkler, Gerhard

 
9783540442134: Image Analysis, Random Fields and Markov Chain Monte Carlo Methods: A Mathematical Introduction (Stochastic Modelling and Applied Probability, 27, Band 27)
Hardcover
ISBN 10: 3540442138 ISBN 13: 9783540442134
Verlag: Springer, 2002

Inhaltsangabe

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.

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Verlag
Springer
Erscheinungsdatum
2002
Sprache
Englisch
ISBN 10 
3540442138
ISBN 13 
9783540442134
Einband
Gebundene Ausgabe
Auflage
2
Anzahl der Seiten
403
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Weitere beliebte Ausgaben desselben Titels

9783642629112: Image Analysis, Random Fields and Markov Chain Monte Carlo Methods: A Mathematical Introduction (Stochastic Modelling and Applied Probability, Band 27)

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ISBN 10:  3642629113 ISBN 13:  9783642629112
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Softcover