Image Analysis, Random Fields and Dynamic Monte Carlo Methods: A Mathematical Introduction (Stochastic Modelling and Applied Probability) - Hardcover
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.
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- PublisherSpringer
- Publication date1994
- ISBN 10 3540570691
- ISBN 13 9783540570691
- BindingHardcover
- Edition number1
- Number of pages338
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IMAGE ANALYSIS RANDOM FIELDS AND DYNAMIC MONTE CARLO METHODS
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Springer-Verlag Berlin and Heidelberg GmbH & Co. K
(1995)
ISBN 10: 3540570691
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Book Description Hardcover. Condition: Bon. Ancien livre de bibliothèque. Légères traces d'usure sur la couverture. Edition 1995. Ammareal reverse jusqu'à 15% du prix net de cet article à des organisations caritatives. ENGLISH DESCRIPTION Book Condition: Used, Good. Former library book. Slight signs of wear on the cover. Edition 1995. Ammareal gives back up to 15% of this item's net price to charity organizations. Seller Inventory # E-850-591
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IMAGE ANALYSIS RANDOM FIELDS AND DYNAMIC MONTE CARLO METHODS
Published by
Springer-Verlag Berlin and Heidelberg GmbH & Co. K
(1995)
ISBN 10: 3540570691
ISBN 13: 9783540570691
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Book Description Hardcover. Condition: Très bon. Ancien livre de bibliothèque. Edition 1995. Ammareal reverse jusqu'à 15% du prix net de cet article à des organisations caritatives. ENGLISH DESCRIPTION Book Condition: Used, Very good. Former library book. Edition 1995. Ammareal gives back up to 15% of this item's net price to charity organizations. Seller Inventory # E-843-092
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Image analysis, random fields and dynamic Monte Carlo methods : a mathematical introduction / Gerhard Winkler / Applications of mathematics ; 27
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Berlin ; Heidelberg ; New York : Springer
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Book Description Hardcover. 1st ed. 1995. 2nd printing. XIV, 324 S. : Ill., graph. Darst. ; 25 cm Like new! Unread book with minimum traces of storge. 9783540570691 Sprache: Englisch Gewicht in Gramm: 620. Seller Inventory # 200206
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Image Analysis, Random Fields and Dynamic Monte Carlo Methods : A Mathematical Introduction
Published by
Springer-Verlag GmbH & Co. KG
(1994)
ISBN 10: 3540570691
ISBN 13: 9783540570691
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Hardcover
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Book Description Condition: Sehr gut. Zustand: Sehr gut - Gepflegter, sauberer Zustand. Aus der Auflösung einer renommierten Bibliothek. Kann Stempel beinhalten. | Seiten: 338 | Sprache: Englisch. Seller Inventory # 916829/202
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Image Analysis, Random Fields and Dynamic Monte Carlo Methods: A Mathematical Introduction (Applications of Mathematics)
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Book Description Hardcover. Condition: Very Good. Very Good. book. Seller Inventory # D8S0-3-M-3540570691-4
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