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Table of contents (21 chapters)
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Introduction
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Bayesian Image Analysis: Introduction
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The Gibbs Sampler and Simulated Annealing
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More on Sampling and Annealing
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Texture Analysis
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Parameter Estimation
Keywords
About this book
Authors and Affiliations
Bibliographic Information
Book Title: Image Analysis, Random Fields and Dynamic Monte Carlo Methods
Book Subtitle: A Mathematical Introduction
Authors: Gerhard Winkler
Series Title: Stochastic Modelling and Applied Probability
DOI: https://doi.org/10.1007/978-3-642-97522-6
Publisher: Springer Berlin, Heidelberg
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eBook Packages: Springer Book Archive
Copyright Information: Springer-Verlag Berlin Heidelberg 1995
Softcover ISBN: 978-3-642-97524-0Published: 19 January 2012
eBook ISBN: 978-3-642-97522-6Published: 06 December 2012
Series ISSN: 0172-4568
Series E-ISSN: 2197-439X
Edition Number: 1
Number of Pages: XIV, 324
Topics: Probability Theory and Stochastic Processes, Pattern Recognition, Simulation and Modeling, Imaging / Radiology, Software Engineering/Programming and Operating Systems, Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences