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Image Analysis, Random Fields and Markov Chain Monte Carlo Methods

By Gerhard Winkler

Product Image: Image Analysis, Random Fields and Markov Chain Monte Carlo Methods

Image Analysis, Random Fields and Markov Chain Monte Carlo Methods

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Description
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.
Product details
Edition:
2
Number of Pages:
387
Release Date:
2002-11-26
Publication Date:
2002-11-26
Publisher:
Springer Berlin
Languages:
Original: English
ISBN10:
3540442138
ISBN13:
9783540442134
GPSR Manufacturer Reference:
[email protected]
Weight:
295 g
Height:
155 cm
Width:
235 cm
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Almost no signs of wear. Book pages have no markings, accessories are intact and all other media are in good condition.
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