Stochastic Geometry for Image Analysis

Xavier Descombes

ISBN 10: 1848212402 / ISBN 13: 9781848212404

Editore: Wiley Dez 2011, 2011

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Neuware - This book develops the stochastic geometry framework for imageanalysis purpose. Two main frameworks are described: markedpoint process and random closed sets models. We derive the mainissues for defining an appropriate model. The algorithms forsampling and optimizing the models as well as for estimatingparameters are reviewed. Numerous applications, coveringremote sensing images, biological and medical imaging, aredetailed. This book provides all the necessary tools fordeveloping an image analysis application based on modern stochasticmodeling. Codice articolo 9781848212404

Dati bibliografici

Titolo: Stochastic Geometry for Image Analysis

Casa editrice: Wiley Dez 2011

Data di pubblicazione: 2011

Legatura: Buch

Condizione: Neu

Descrizione articolo

Riassunto:

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.

Informazioni sull?autore:

Xavier Descombes, Director of Research INRIA, EPI Ariana