IMAGE ANALYSIS RANDOM FIELDS AND DYNAMIC MONTE CARLO METHODS - Couverture rigide

Winkler

 
9783540570691: IMAGE ANALYSIS RANDOM FIELDS AND DYNAMIC MONTE CARLO METHODS
Couverture rigide
ISBN 10 : 3540570691 ISBN 13 : 9783540570691
Editeur : Springer-Verlag Berlin and Heidelberg GmbH & Co. K, 1994

Synopsis

The book is mainly concerned with the mathematical foundations of Bayesian image analysis and its algorithms. This amounts to the study of Markov random fields and dynamic Monte Carlo algorithms like sampling, simulated annealing and stochastic gradient algorithms. The approach is introductory and elementary: given basic concepts from linear algebra and real analysis it is self-contained. No previous knowledge from image analysis is required. Knowledge of elementary probability theory and statistics is certainly beneficial but not absolutely necessary. The necessary background from imaging is sketched and illustrated by a number of concrete applications like restoration, texture segmentation and motion analysis.

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
1994
Langue
anglais
ISBN 10 
3540570691
ISBN 13 
9783540570691
Reliure
Relié
Numéro d'édition
2
Nombre de pages
338
Coordonnées du fabricant
non disponible
Personne responsable
CMN Printpool Inh. Mathis Neumann
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