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Image Analysis, Random Fields and Markov Chain Monte Carlo Methods: A Mathematical Introduction: 27 (Stochastic Modelling and Applied Probability) - Softcover
Inhaltsangabe
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.
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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 elemenatry: 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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Internationale Ausgabe
Image Analysis, Random Fields and Markov Chain Monte Carlo Methods: A Mathematical Introduction, 2nd
ISBN 10: 3642629113
ISBN 13: 9783642629112
Neu
Trade paperback
Anbieter: Aideo Books, San Marino, CA, USA
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Trade paperback. Zustand: New in new dust jacket. 2nd ed. 2003. INTERNATIONAL EDITION. ***INTERNATIONAL EDITION*** Read carefully before purchase: This book is the international edition in mint condition with the different ISBN and book cover design, the major content is printed in full English as same as the original North American edition. The book printed in black and white, generally send in twenty-four hours after the order confirmed. All shipments contain tracking numbers. Great professional textbook selling experience and expedite shipping service. Trade paperback (US). 403 p. Stochastic Modelling and Applied Probability., 27. Audience: Professional and scholarly. Bestandsnummer des Verkäufers K1890001072
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Internationale Ausgabe
Image Analysis, Random Fields and Markov Chain Monte Carlo Methods: A Mathematical Introduction (Stochastic Modelling and Applied Probability), 2nd edition
Internationale AusgabeAnbieter: Sizzler Texts, SAN GABRIEL, CA, USA
Verkäuferbewertung 5 von 5 Sternen
Soft cover. Zustand: New. Zustand des Schutzumschlags: New. 2nd Edition. **INTERNATIONAL EDITION** Read carefully before purchase: This book is the international edition in mint condition with the different ISBN and book cover design, the major content is printed in full English as same as the original North American edition. The book printed in black and white, generally send in twenty-four hours after the order confirmed. All shipments go through via USPS/UPS/DHL with tracking numbers. Great professional textbook selling experience and expedite shipping service. Bestandsnummer des Verkäufers ABE-1469360309543
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Image Analysis, Random Fields and Markov Chain Monte Carlo Methods
Print-on-DemandAnbieter: moluna, Greven, Deutschland
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Zustand: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Includes supplementary material: sn.pub/extras This book is concerned with a probabilistic approach for image analysis, mostly from the Bayesian point of view, and the important Markov chain Monte Carlo methods commonly used.This book will . Bestandsnummer des Verkäufers 5065267
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Image Analysis, Random Fields and Markov Chain Monte Carlo Methods
ISBN 10: 3642629113
ISBN 13: 9783642629112
Neu
Taschenbuch
Anbieter: buchversandmimpf2000, Emtmannsberg, BAYE, Deutschland
Verkäuferbewertung 5 von 5 Sternen
Taschenbuch. Zustand: Neu. Neuware -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.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 404 pp. Englisch. Bestandsnummer des Verkäufers 9783642629112
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Image Analysis, Random Fields and Markov Chain Monte Carlo Methods : A Mathematical Introduction
Anbieter: AHA-BUCH GmbH, Einbeck, Deutschland
Verkäuferbewertung 5 von 5 Sternen
Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. Bestandsnummer des Verkäufers 9783642629112
Anzahl: 1 verfügbar
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Image Analysis, Random Fields and Markov Chain Monte Carlo Methods
Verlag:
Springer Berlin Heidelberg Sep 2012, 2012
ISBN 10: 3642629113
ISBN 13: 9783642629112
Neu
Taschenbuch
Anbieter: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Deutschland
Verkäuferbewertung 5 von 5 Sternen
Taschenbuch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -'This book is concerned with a probabilistic approach for image analysis, mostly from the Bayesian point of view, and the important Markov chain Monte Carlo methods commonly used.This book will be useful, especially to researchers with a strong background in probability and an interest in image analysis. The author has presented the theory with rigor.he doesn't neglect applications, providing numerous examples of applications to illustrate the theory.' -- MATHEMATICAL REVIEWS 404 pp. Englisch. Bestandsnummer des Verkäufers 9783642629112
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Image Analysis, Random Fields and Markov Chain Monte Carlo Methods: A Mathematical Introduction (Stochastic Modelling and Applied Probability)
Anbieter: Ria Christie Collections, Uxbridge, Vereinigtes Königreich
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Zustand: New. In. Bestandsnummer des Verkäufers ria9783642629112_new
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Image Analysis, Random Fields and Markov Chain Monte Carlo Methods : A Mathematical Introduction
Anbieter: Chiron Media, Wallingford, Vereinigtes Königreich
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PF. Zustand: New. Bestandsnummer des Verkäufers 6666-IUK-9783642629112
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Image Analysis, Random Fields and Markov Chain Monte Carlo Methods
Anbieter: Books Puddle, New York, NY, USA
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Zustand: New. pp. 404. Bestandsnummer des Verkäufers 2648031837
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Image Analysis, Random Fields and Markov Chain Monte Carlo Methods
Print-on-DemandAnbieter: Biblios, Frankfurt am main, HESSE, Deutschland
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Zustand: New. PRINT ON DEMAND pp. 404. Bestandsnummer des Verkäufers 1848031831
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