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

Winkler, Gerhard

 
9783540442134: Image Analysis, Random Fields and Markov Chain Monte Carlo Methods: A Mathematical Introduction
Couverture rigide
ISBN 10 : 3540442138 ISBN 13 : 9783540442134
Editeur : Springer-Verlag Berlin and Heidelberg GmbH & Co. K, 2002

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Date d'édition
2002
Langue
anglais
ISBN 10 
3540442138
ISBN 13 
9783540442134
Reliure
Relié
Numéro d'édition
2
Nombre de pages
403
Coordonnées du fabricant
non disponible
Personne responsable
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

Friedrich-Karl-Str. 9
Hamburg
Allemagne

Autres éditions populaires du même titre

9783642629112: Image Analysis, Random Fields and Markov Chain Monte Carlo Methods: A Mathematical Introduction

Edition présentée

ISBN 10 :  3642629113 ISBN 13 :  9783642629112
Editeur : Springer, 2012
Couverture souple