Can I read Image Analysis, Random Fields and Markov Chain Monte Carlo Methods : A Mathematical Introduction on EtoBox?

Image Analysis, Random Fields and Markov Chain Monte Carlo Methods : A Mathematical Introduction by Gerhard Winkler (auth.) is a nonfiction available to read on EtoBox.

What is Image Analysis, Random Fields and Markov Chain Monte Carlo Methods : A Mathematical Introduction about?

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.

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

Author

Gerhard Winkler (auth.)

Publisher

Springer-Verlag; Springer-Verlag Berlin and Heidelberg GmbH & Co. K

Published

2003

Language

EN

ISBN

9783642975226

Category

nonfiction

Subjects

Engineering, Mathematics, Computer Science