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Image Analysis, Random Fields and Markov Chain Monte Carlo Methods

A Mathematical Introduction

Language EnglishEnglish
Book Paperback
Book Image Analysis, Random Fields and Markov Chain Monte Carlo Methods Gerhard Winkler
Libristo code: 07148661
Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, September 2012
"This book is concerned with a probabilistic approach for image analysis, mostly from the Bayesian p... Full description
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"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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About the book

Full name Image Analysis, Random Fields and Markov Chain Monte Carlo Methods
Author Gerhard Winkler
Language English
Binding Book - Paperback
Date of issue 2012
Number of pages 387
EAN 9783642629112
ISBN 3642629113
Libristo code 07148661
Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Weight 617
Dimensions 155 x 235 x 23

Categories

Medicine & Nursing > Medical specialties, branches of medicine > Medical imaging > Radiology
Mathematics & Science > Mathematics > Calculus & mathematical analysis > Numerical analysis
Mathematics & Science > Mathematics > Probability & statistics
Computing & Information Technology > Computer science > Computer modelling & simulation
Computing & Information Technology > Computer science > Image processing
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