Stochastic Image Processing

Stochastic Image Processing provides the first thorough treatment of Markov and hidden Markov random fields and their application to image processing. Although promoted as a promising approach for over thirty years, it has only been in the past few years that the theory and algorithms have developed...

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Bibliographic Details
Main Authors: Chee Sun Won, Gray, Robert M. (Author)
Format: eBook
Language:English
Published: New York, NY Springer US 2004, 2004
Edition:1st ed. 2004
Series:Information Technology: Transmission, Processing and Storage
Subjects:
Online Access:
Collection: Springer Book Archives -2004 - Collection details see MPG.ReNa
Table of Contents:
  • Introduction
  • Noncausal Markov Random Fields
  • Causal Markov Random Fields
  • Multiscale Markov Models
  • Block-wise Markov Models
  • Index