Image Analysis, Random Fields and Markov Chain Monte Carlo Methods: A Mathematical Introduction: 27 (Stochastic Modelling and Applied Probability, 27)

Winkler, Gerhard

ISBN 10: 3540442138 / ISBN 13: 9783540442134

Edité par Springer, 2002

A propos de cet article

Most items will be dispatched the same or the next working day. An apparently unread copy in perfect condition. Dust cover is intact with no nicks or tears. Spine has no signs of creasing. Pages are clean and not marred by notes or folds of any kind. N° de réf. du vendeur wbs2451268325

Détails bibliographiques

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

Éditeur : Springer

Date d'édition : 2002

Reliure : Couverture rigide

Etat : Like New

Edition : 2ème Édition

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.