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Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
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612-822-4611
Image Analysis, Random Fields and Markov Chain Monte Carlo Methods: A Mathematical Introduction

Image Analysis, Random Fields and Markov Chain Monte Carlo Methods: A Mathematical Introduction

Hardcover

Series: Stochastic Modelling and Applied Probability, Book 27

General ComputersProbability & StatisticsProgramming

ISBN10: 3540442138
ISBN13: 9783540442134
Publisher: Springer Nature
Published: Nov 26 2002
Pages: 387
Weight: 1.70
Height: 1.10 Width: 6.44 Depth: 9.40
Language: English
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.

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