Items related to Image Analysis, Random Fields and Dynamic Monte Carlo...
Image Analysis, Random Fields and Dynamic Monte Carlo Methods: A Mathematical Introduction (Stochastic Modelling and Applied Probability) - Softcover
Synopsis
The text presents Bayesian image analysis and dynamic Monte Carlo algorithms from the mathematical point of view. The subject is introduced at a moderate pace and the proofs are thorough. Specific models are developed step by step and discussed.
"synopsis" may belong to another edition of this title.
From the Back Cover
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.
"About this title" may belong to another edition of this title.
- PublisherSpringer
- Publication date2012
- ISBN 10 3642975240
- ISBN 13 9783642975240
- BindingPaperback
- LanguageEnglish
- Number of pages338
- Rating
Search results for Image Analysis, Random Fields and Dynamic Monte Carlo...
Seller Image
Image Analysis, Random Fields and Dynamic Monte Carlo Methods : A Mathematical Introduction
Seller: GreatBookPrices, Columbia, MD, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 18780197-n
Quantity: Over 20 available
Stock Image
Image Analysis, Random Fields and Dynamic Monte Carlo Methods: A Mathematical Introduction (Stochastic Modelling and Applied Probability)
Seller: Lucky's Textbooks, Dallas, TX, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # ABLIING23Mar3113020241227
Quantity: Over 20 available
Seller Image
Image Analysis, Random Fields and Dynamic Monte Carlo Methods: A Mathematical Introduction (Paperback or Softback)
Published by
Springer 1/19/2012, 2012
ISBN 10: 3642975240
ISBN 13: 9783642975240
New
Paperback or Softback
Seller: BargainBookStores, Grand Rapids, MI, U.S.A.
Seller rating 5 out of 5 stars
Paperback or Softback. Condition: New. Image Analysis, Random Fields and Dynamic Monte Carlo Methods: A Mathematical Introduction 1.05. Book. Seller Inventory # BBS-9783642975240
Quantity: 5 available
Stock Image
Image Analysis, Random Fields and Dynamic Monte Carlo Methods: A Mathematical Introduction (Stochastic Modelling and Applied Probability)
Seller: California Books, Miami, FL, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # I-9783642975240
Quantity: Over 20 available
Seller Image
Image Analysis, Random Fields and Dynamic Monte Carlo Methods : A Mathematical Introduction
Seller: GreatBookPrices, Columbia, MD, U.S.A.
Seller rating 5 out of 5 stars
Condition: As New. Unread book in perfect condition. Seller Inventory # 18780197
Quantity: Over 20 available
Stock Image
Image Analysis, Random Fields and Dynamic Monte Carlo Methods: A Mathematical Introduction (Stochastic Modelling and Applied Probability)
Seller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. In. Seller Inventory # ria9783642975240_new
Quantity: Over 20 available
Seller Image
Image Analysis, Random Fields and Dynamic Monte Carlo Methods
Published by
Springer Berlin Heidelberg Jan 2012, 2012
ISBN 10: 3642975240
ISBN 13: 9783642975240
New
Taschenbuch
Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany
Seller rating 5 out of 5 stars
Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This text is concerned with a probabilistic approach to image analysis as initiated by U. GRENANDER, D. and S. GEMAN, B.R. HUNT and many others, and developed and popularized by D. and S. GEMAN in a paper from 1984. It formally adopts the Bayesian paradigm and therefore is referred to as 'Bayesian Image Analysis'. There has been considerable and still growing interest in prior models and, in particular, in discrete Markov random field methods. Whereas image analysis is replete with ad hoc techniques, Bayesian image analysis provides a general framework encompassing various problems from imaging. Among those are such 'classical' applications like restoration, edge detection, texture discrimination, motion analysis and tomographic reconstruction. The subject is rapidly developing and in the near future is likely to deal with high-level applications like object recognition. Fascinating experiments by Y. CHOW, U. GRENANDER and D.M. KEENAN (1987), (1990) strongly support this belief. 340 pp. Englisch. Seller Inventory # 9783642975240
Quantity: 2 available
Seller Image
Image Analysis, Random Fields and Dynamic Monte Carlo Methods : A Mathematical Introduction
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 18780197-n
Quantity: Over 20 available
Stock Image
Image Analysis, Random Fields and Dynamic Monte Carlo Methods
Seller: Books Puddle, New York, NY, U.S.A.
Seller rating 4 out of 5 stars
Condition: New. pp. 340. Seller Inventory # 26101662864
Quantity: 4 available
Seller Image
Image Analysis, Random Fields and Dynamic Monte Carlo Methods : A Mathematical Introduction
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
Condition: As New. Unread book in perfect condition. Seller Inventory # 18780197
Quantity: Over 20 available