Stochastic Geometry for Image Analysis

Nonfiction, Science & Nature, Technology, Imaging Systems
Cover of the book Stochastic Geometry for Image Analysis by , Wiley
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Author: ISBN: 9781118601136
Publisher: Wiley Publication: May 6, 2013
Imprint: Wiley-ISTE Language: English
Author:
ISBN: 9781118601136
Publisher: Wiley
Publication: May 6, 2013
Imprint: Wiley-ISTE
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

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