Stochastic Geometry for Image Analysis

Xavier Descombes (Auteur)

ISBN 10: 1848212402 ISBN 13: 9781848212404

Editorial: ISTE Ltd, 2011

Idioma: Ingl�s

Condici�n: Tr�s bon Encuadernaci�n de tapa dura

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Descripci�n

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Detalles bibliogr�ficos

T�tulo

Stochastic Geometry for Image Analysis

Editor

ISTE Ltd

Fecha de publicaci�n

2011

Idioma

Ingl�s

ISBN 10

1848212402

ISBN 13

9781848212404

Encuadernaci�n

Couverture rigide

Estado

Tr�s bon

Estado de la sobrecubierta

Tr�s bon

Tipo de libro

Livre

Cat�logos de vendedores

2679

Acerca de

Sinopsis

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.

Acerca del autor

Xavier Descombes, Director of Research INRIA, EPI Ariana

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