Stochastic geometry for image analysis
By: edited by Xavier Descombes
Publisher: ISTE; Wiley
Published: 2011
Place of publication: London; Hoboken, NJ
Language: eng
ISBN-13: 9781848212404
Subjects: Statistical methods; Image processing; Stochastic geometry; TECHNOLOGY & ENGINEERING / Imaging Systems
Description: "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"--
Notes: Includes bibliographical references and index.