Image Analysis, Random Fields and Dynamic Monte Carlo Methods

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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 and popularized by D. and S. GEMAN in a paper from 1984. It formally adopts the Bayesian paradigm and therefore is referred to as ''Bayesian Image Analysis''. There has been considerable and still growing interest in prior models and, in par...
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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 and popularized by D. and S. GEMAN in a paper from 1984. It formally adopts the Bayesian paradigm and therefore is referred to as ''Bayesian Image Analysis''. There has been considerable and still growing interest in prior models and, in par...
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  • Formats: pdf
  • ISBN: 9783642975226
  • Publication Date: 6 Dec 2012
  • Publisher: Springer Berlin Heidelberg
  • Product language: English
  • Drm Setting: DRM