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Stochastic Geometry for Image Analysis

Stochastic Geometry for Image Analysis

by Xavier Descombes
Hardback
Publication Date: 25/11/2011

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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.
ISBN:
9781848212404
9781848212404
Category:
Electronics & communications engineering
Format:
Hardback
Publication Date:
25-11-2011
Language:
English
Publisher:
ISTE Ltd and John Wiley & Sons Inc
Country of origin:
United Kingdom
Pages:
384
Dimensions (mm):
240x163x26mm
Weight:
0.67kg

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