Image Analysis, Random Fields and Markov Chain Monte Carlo Methods

Download or Read eBook Image Analysis, Random Fields and Markov Chain Monte Carlo Methods PDF written by Gerhard Winkler and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 389 pages. Available in PDF, EPUB and Kindle.
Image Analysis, Random Fields and Markov Chain Monte Carlo Methods
Author :
Publisher : Springer Science & Business Media
Total Pages : 389
Release :
ISBN-10 : 9783642557606
ISBN-13 : 3642557600
Rating : 4/5 (06 Downloads)

Book Synopsis Image Analysis, Random Fields and Markov Chain Monte Carlo Methods by : Gerhard Winkler

Book excerpt: "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


Image Analysis, Random Fields and Markov Chain Monte Carlo Methods Related Books

Image Analysis, Random Fields and Markov Chain Monte Carlo Methods
Language: en
Pages: 389
Authors: Gerhard Winkler
Categories: Mathematics
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

"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 met
Image Analysis, Random Fields and Dynamic Monte Carlo Methods
Language: en
Pages: 321
Authors: Gerhard Winkler
Categories: Mathematics
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

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 a
Markov Random Field Modeling in Image Analysis
Language: en
Pages: 372
Authors: Stan Z. Li
Categories: Computers
Type: BOOK - Published: 2009-04-03 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Markov random field (MRF) theory provides a basis for modeling contextual constraints in visual processing and interpretation. It enables us to develop optimal
Academic Press Library in Signal Processing
Language: en
Pages: 1131
Authors:
Categories: Technology & Engineering
Type: BOOK - Published: 2013-09-14 - Publisher: Academic Press

DOWNLOAD EBOOK

This fourth volume, edited and authored by world leading experts, gives a review of the principles, methods and techniques of important and emerging research to
Multiple-point Geostatistics
Language: en
Pages: 376
Authors: Professor Gregoire Mariethoz
Categories: Science
Type: BOOK - Published: 2014-10-16 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

This book provides a comprehensive introduction to multiple-point geostatistics, where spatial continuity is described using training images. Multiple-point geo