Stochastic Geometry for Image Analysis

Xavier Descombes (Auteur)

ISBN 10: 1848212402 ISBN 13: 9781848212404

Published by ISTE Ltd, 2011

Language: English

Condition: Tr�s bon Hardcover

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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

Tr�s bon

Dust Jacket Condition

Tr�s 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

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