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

Winkler, Gerhard

ISBN 10: 3540442138 / ISBN 13: 9783540442134

Edité par Springer, 2002

A propos de cet article

A tight and clean copy. Brief bumps to the corners. Interior pages clean and unmarked. CD included in rear. Photos upon request. International shipping billed at cost.; Stochastic Modelling And Applied Probability, 27; Large 8vo 9" - 10" tall; 360 pages. N° de réf. du vendeur 90220

Détails bibliographiques

Titre : Image Analysis, Random Fields and Markov ...

Éditeur : Springer

Date d'édition : 2002

Reliure : Hardcover

Etat : Very Good

Etat de la jaquette : No Dust Jacket

Edition : Second Edition.

A propos de ce titre

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.