Stochastic geometry for image analysis
Éditeur :
ISTE Ltd and John Wiley & Sons Inc
ISBN :
9781848212404
Date de publication :
25 nov. 2011
Dimensions :
24,0 x 16,3 x 2,6 cm
Poids :
671 g
Langue :
Anglais
Pays d'origine :
Grande Bretagne
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.