Stochastic Geometry for Image Analysis

Xavier Descombes (Auteur)

ISBN 10: 1848212402 / ISBN 13: 9781848212404

Editore: ISTE Ltd, 2011

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Dati bibliografici

• Titolo: Stochastic Geometry for Image Analysis
• Editore: ISTE Ltd
• Data di pubblicazione: 2011
• Lingua: Inglese
• ISBN 10: 1848212402
• ISBN 13: 9781848212404
• Rilegatura: Couverture rigide
• Condizione: Très bon
• Condizione della sovraccoperta: Très bon
• Tipo di libro: Livre
• Cataloghi dei venditori:
  • 2679

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