TY  - BOOK
AU  - Descombes,Xavier
TI  - Stochastic geometry for image analysis
SN  - 9781848212404 (hbk.)
PY  - 2012///
CY  - London
PB  - Wiley
KW  - Image processing
KW  - Statistical methods
KW  - Stochastic geometry
N1  - Includes bibliographical references and index
N2  - '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'--
ER  -