Stochastic Geometry for Image Analysis
Edited by Xavier Descombes
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Stochastic Geometry for Image Analysis by Xavier Descombes
Book DescriptionThis 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.
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Book DetailsISBN: 9781848212404
(239mm x 162mm x 29mm)
Imprint: ISTE Ltd and John Wiley & Sons Inc
Publisher: ISTE Ltd and John Wiley & Sons Inc
Publish Date: 25-Nov-2011
Country of Publication: United Kingdom
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