Image Analysis, Random Fields and Dynamic Monte Carlo Methods: A Mathematical Introduction (Applications of Mathematics, 27)

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Image Analysis, Random Fields and Dynamic Monte Carlo Methods: A Mathematical Introduction (Applications of Mathematics, 27) ISBN  0387570691 Release Date  01 February 1995 Category  Image Processing Tags  monte carlo,   monte,   mathematica,   0387570691,   "image analysis",   mathematics,   image,   analysis,   image processing,   random,   dynamic,   "random",   mathematic,   medial image processing,   digital image processing,   math,   This book @Amazon  View Tools Google Search Web flazx.com

Description 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. This second edition comes with a CD-ROM by F. Friedrich,containing a host of (live) illustrations for each chapter. In an interactive environment, readers can perform their own experiments to consolidate the subject. Other books on Image Processing Microscope Image Processing Image Analysis: 15th Scandinavian Conference, SCIA 2007, Aalborg, Denmark, June 10-24, 2007, Proceedings (Lecture Notes in Computer Science) Image Processing, Analysis, and Machine Vision Digital Image Processing: PIKS Scientific Inside Image Processing Based on Partial Differential Equations: Proceedings of the International Conference on PDE-Based Image Processing and Related Inverse ... 8-12, 2005 (Mathematics and Visualization) The Image Processing Handbook, Fifth Edition (Image Processing Handbook) Color Image Processing: Methods and Applications (Image Processing) Modern Image Quality Assessment (Synthesis Lectures on Image, Video, & Multimedia Processing) Biomedical Image Analysis: Tracking (Synthesis Lectures on Image, Video, & Multimedia Processing) Remote Sensing Digital Image Analysis: An Introduction Medical Image Processing, Reconstruction and Restoration (Signal Processing and Communications) Image Processing : Principles and Applications Introductory Digital Image Processing, Third Edition (Prentice Hall Series in Geographic Information Science) Digital Image Processing (With CD-ROM) Digital Image Processing (2nd Edition)