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Image analysis, random fields and Markov chain Monte Carlo methods

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Gerhard Winkler

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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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Image analysis, random fields and Markov chain Monte Carlo methods, Gerhard Winkler

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Rok vydání: 2003

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Titul: Image analysis, random fields and Markov chain Monte Carlo methods
Jazyk: anglicky
Autoři: Gerhard Winkler
Vydavatel: Springer
Rok vydání: 2003
ISBN10: 3540442138
ISBN13: 9783540442134
Série: Applications of mathematics
Štítky: Počítače, IT, programování
Hodnocení: 4 z 5
Anotace: "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