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Image Analysis, Random Fields and Dynamic Monte Carlo Methods

- A Mathematical Introduction

af Gerhard Winkler

indgår i Stochastic Modelling and Applied Probability serien

Image Analysis, Random Fields and Dynamic Monte Carlo Methods af Gerhard Winkler
Bag om Image Analysis, Random Fields and Dynamic Monte Carlo Methods

This text is concerned with a probabilistic approach to image analysis as initiated by U. It formally adopts the Bayesian paradigm and therefore is referred to as 'Bayesian Image Analysis'. Whereas image analysis is replete with ad hoc techniques, Bayesian image analysis provides a general framework encompassing various problems from imaging.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9783642975240
  • Indbinding:
  • Paperback
  • Sideantal:
  • 324
  • Udgivet:
  • 19. januar 2012
  • Udgave:
  • 11995
  • Størrelse:
  • 156x233x23 mm.
  • Vægt:
  • 512 g.
  • 8-11 hverdage.
  • 16. januar 2025

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This text is concerned with a probabilistic approach to image analysis as initiated by U. It formally adopts the Bayesian paradigm and therefore is referred to as 'Bayesian Image Analysis'. Whereas image analysis is replete with ad hoc techniques, Bayesian image analysis provides a general framework encompassing various problems from imaging.

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