<p>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 applica
Image Analysis, Random Fields and Markov Chain Monte Carlo Methods: A Mathematical Introduction
โ Scribed by Gerhard Winkler (auth.)
- Publisher
- Springer-Verlag Berlin Heidelberg
- Year
- 2003
- Tongue
- English
- Leaves
- 341
- Series
- Applications of Mathematics 27
- Edition
- 2
- Category
- Library
No coin nor oath required. For personal study only.
โฆ Subjects
Probability Theory and Stochastic Processes; Numerical Analysis; Simulation and Modeling; Imaging / Radiology; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences; Image Processing and Computer Vision
๐ SIMILAR VOLUMES
<span>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 appl
"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 a