Image Analysis, Random Fields and Markov Chain Monte Carlo Methods: A Mathematical Introduction Paperback - 2012
by Gerhard Winkler
From the rear 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.
Details
- Title Image Analysis, Random Fields and Markov Chain Monte Carlo Methods: A Mathematical Introduction
- Author Gerhard Winkler
- Binding Paperback
- Edition 2nd edition
- Pages 387
- Volumes 1
- Language ENG
- Publisher Springer
- Date 2012-09-22
- ISBN 9783642629112 / 3642629113
- Weight 1.24 lbs (0.56 kg)
- Dimensions 9.21 x 6.14 x 0.83 in (23.39 x 15.60 x 2.11 cm)
- Dewey Decimal Code 003.3
More Copies for Sale
Image Analysis, Random Fields and Markov Chain Monte Carlo Methods: A Mathematical Introduction
by Gerhard Winkler
- New
- Paperback
- Note
- International Edition
- Condition
- New
- Edition
- 2nd edition
- Binding
- Paperback
- Quantity Available
- 50
- Seller
-
Mongkok, Hong Kong
- Item Price
-
A$76.48A$7.62 shipping to USA
Show Details
Image Analysis, Random Fields and Markov Chain Monte Carlo Methods : A Mathematical Introduction
by Gerhard Winkler
- New
- Condition
- New
- ISBN 10 / ISBN 13
- 9783642629112 / 3642629113
- Quantity Available
- 116
- Seller
-
Uxbridge, Greater London, United Kingdom
- Item Price
-
A$197.81A$15.54 shipping to USA
Show Details
Image Analysis, Random Fields and Markov Chain Monte Carlo Methods: A Mathematical Introduction
by Gerhard Winkler
- New
- Paperback
- Condition
- New
- Binding
- Paperback
- ISBN 10 / ISBN 13
- 9783642629112 / 3642629113
- Quantity Available
- 10
- Seller
-
Southport, Merseyside, United Kingdom
- Item Price
-
A$222.30A$19.35 shipping to USA
Show Details
Image Analysis, Random Fields and Markov Chain Monte Carlo Methods: A Mathematical Introduction (Stochastic Modelling and Applied Probability) [Paperback
by Winkler, Gerhard
- Used
- Hardcover
- Condition
- Used
- Binding
- Hardcover
- ISBN 10 / ISBN 13
- 9783642629112 / 3642629113
- Quantity Available
- 1
- Seller
-
Maritime Quarter, Swansea, United Kingdom
- Item Price
-
A$250.84A$89.35 shipping to USA
Show Details
Image Analysis, Random Fields and Markov Chain Monte Carlo Methods: A Mathematical Introduction (Stochastic Modelling and Applied Probability, 27)
by Winkler, Gerhard
- Used
- Good
- Paperback
- Condition
- Used - Good
- Binding
- Paperback
- ISBN 10 / ISBN 13
- 9783642629112 / 3642629113
- Quantity Available
- 1
- Seller
-
Newport Coast, California, United States
- Item Price
-
A$236.08FREE shipping to USA