Stochastic Geometry for Image Analysis

Xavier Descombes (Auteur)

ISBN 10: 1848212402 / ISBN 13: 9781848212404

Published by ISTE Ltd, 2011

About this Item

Livre Tres bon etat general. Envoi soigne [en Stock].

Seller Inventory # LIVRAPRIMVIR180491

Bibliographic Details

• Title: Stochastic Geometry for Image Analysis
• Publisher: ISTE Ltd
• Publication Date: 2011
• Language: English
• ISBN 10: 1848212402
• ISBN 13: 9781848212404
• Binding: Couverture rigide
• Condition: Très bon
• Dust Jacket Condition: Très bon
• Book Type: Livre
• Seller catalogs:
  • 2679

About this title

Synopsis

This book develops the stochastic geometry framework for image analysis purpose. Two main frameworks are  described: marked point process and random closed sets models. We derive the main issues for defining an appropriate model. The algorithms for sampling and optimizing the models as well as for estimating parameters are reviewed.  Numerous applications, covering remote sensing images, biological and medical imaging, are detailed.  This book provides all the necessary tools for developing an image analysis application based on modern stochastic modeling.

About the Author

Xavier Descombes, Director of Research INRIA, EPI Ariana