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Image Analysis, Random Fields and Markov Chain Monte Carlo Methods: A Mathematical Introduction: 27 (Stochastic Modelling and Applied Probability) - Tapa blanda
Sinopsis
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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Edición internacional
Image Analysis, Random Fields and Markov Chain Monte Carlo Methods: A Mathematical Introduction, 2nd
Publicado por
Springer-Verlag Berlin and Heidelberg GmbH & Co. K, Berlin, 2012
ISBN 10: 3642629113
ISBN 13: 9783642629112
Nuevo
Trade paperback
Librería: Aideo Books, San Marino, CA, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
Trade paperback. Condición: 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. Nº de ref. del artículo: K1890001072
Cantidad disponible: Más de 20 disponibles
Edición internacional
Image Analysis, Random Fields and Markov Chain Monte Carlo Methods: A Mathematical Introduction (Stochastic Modelling and Applied Probability), 2nd edition
Edición internacionalLibrería: Sizzler Texts, SAN GABRIEL, CA, Estados Unidos de America
Calificación del vendedor: 5 de 5 estrellas
Soft cover. Condición: New. Estado de la sobrecubierta: 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. Nº de ref. del artículo: ABE-1469360309543
Cantidad disponible: Más de 20 disponibles
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Image Analysis, Random Fields and Markov Chain Monte Carlo Methods
Publicado por
Springer Berlin Heidelberg, 2012
ISBN 10: 3642629113
ISBN 13: 9783642629112
Nuevo
Tapa blanda
Librería: moluna, Greven, Alemania
Calificación del vendedor: 5 de 5 estrellas
Condición: 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 . Nº de ref. del artículo: 5065267
Cantidad disponible: Más de 20 disponibles
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Image Analysis, Random Fields and Markov Chain Monte Carlo Methods
Publicado por
Springer Berlin Heidelberg Sep 2012, 2012
ISBN 10: 3642629113
ISBN 13: 9783642629112
Nuevo
Taschenbuch
Librería: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Alemania
Calificación del vendedor: 5 de 5 estrellas
Taschenbuch. Condición: 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. Nº de ref. del artículo: 9783642629112
Cantidad disponible: 2 disponibles
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Image Analysis, Random Fields and Markov Chain Monte Carlo Methods : A Mathematical Introduction
Publicado por
Springer Berlin Heidelberg, 2012
ISBN 10: 3642629113
ISBN 13: 9783642629112
Nuevo
Taschenbuch
Librería: AHA-BUCH GmbH, Einbeck, Alemania
Calificación del vendedor: 5 de 5 estrellas
Taschenbuch. Condición: 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. Nº de ref. del artículo: 9783642629112
Cantidad disponible: 1 disponibles
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Image Analysis, Random Fields and Markov Chain Monte Carlo Methods: A Mathematical Introduction (Stochastic Modelling and Applied Probability)
Librería: Ria Christie Collections, Uxbridge, Reino Unido
Calificación del vendedor: 5 de 5 estrellas
Condición: New. In. Nº de ref. del artículo: ria9783642629112_new
Cantidad disponible: Más de 20 disponibles
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Image Analysis, Random Fields and Markov Chain Monte Carlo Methods : A Mathematical Introduction
Librería: Chiron Media, Wallingford, Reino Unido
Calificación del vendedor: 4 de 5 estrellas
PF. Condición: New. Nº de ref. del artículo: 6666-IUK-9783642629112
Cantidad disponible: 10 disponibles
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Image Analysis, Random Fields and Markov Chain Monte Carlo Methods
Publicado por
Springer Berlin Heidelberg, Springer Berlin Heidelberg Sep 2012, 2012
ISBN 10: 3642629113
ISBN 13: 9783642629112
Nuevo
Taschenbuch
Librería: buchversandmimpf2000, Emtmannsberg, BAYE, Alemania
Calificación del vendedor: 5 de 5 estrellas
Taschenbuch. Condición: 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. Nº de ref. del artículo: 9783642629112
Cantidad disponible: 2 disponibles
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Image Analysis, Random Fields and Markov Chain Monte Carlo Methods
Librería: Books Puddle, New York, NY, Estados Unidos de America
Calificación del vendedor: 4 de 5 estrellas
Condición: New. pp. 404. Nº de ref. del artículo: 2648031837
Cantidad disponible: 4 disponibles
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Image Analysis, Random Fields and Markov Chain Monte Carlo Methods
Impresión bajo demandaLibrería: Majestic Books, Hounslow, Reino Unido
Calificación del vendedor: 5 de 5 estrellas
Condición: New. Print on Demand pp. 404 49:B&W 6.14 x 9.21 in or 234 x 156 mm (Royal 8vo) Perfect Bound on White w/Gloss Lam. Nº de ref. del artículo: 44783490
Cantidad disponible: 4 disponibles