Stochastic Geometry for Image Analysis Format: Hardcover

Xavier Descombes

ISBN 10: 1848212402 / ISBN 13: 9781848212404

Edité par John Wiley and Sons, 2011

A propos de cet article

N° de réf. du vendeur 9781848212404

Détails bibliographiques

• Titre: Stochastic Geometry for Image Analysis Format: Hardcover
• Éditeur: John Wiley and Sons
• Date de parution: 2011
• Langue: anglais
• ISBN à 10 chiffres: 1848212402
• ISBN à 13 chiffres: 9781848212404
• Reliure: Couverture rigide
• État de l'article: New

A propos de ce titre

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.

À propos de l?auteur

Xavier Descombes, Director of Research INRIA, EPI Ariana