Applications of Mathematics: Image Analysis, Random Fields and Markov Chain Monte Carlo Methods: A Mathematical Introduction (Volume 27)

Winkler, G.

ISBN 10: 3540442138 / ISBN 13: 9783540442134

Edité par Springer, 2003

A propos de cet article

Volume 27. This is an ex-library book and may have the usual library/used-book markings inside.This book has hardback covers. Clean from markings. In good all round condition. No dust jacket. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,800grams, ISBN:9783540442134.

N° de réf. du vendeur 8662702

Détails bibliographiques

• Titre: Applications of Mathematics: Image Analysis, Random Fields and Markov Chain Monte Carlo Methods: A Mathematical Introduction (Volume 27)
• Éditeur: Springer
• Date de parution: 2003
• Langue: anglais
• ISBN à 10 chiffres: 3540442138
• ISBN à 13 chiffres: 9783540442134
• Reliure: Couverture rigide
• Édition: 2ème Édition
• État de l'article: Good
• Poids: 800 grammes
• Catalogues du vendeur:
  • Mathematics

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.