Stochastic Geometry for Image Analysis

Nonfiction, Science & Nature, Technology, Imaging Systems
Cover of the book Stochastic Geometry for Image Analysis by , Wiley
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: ISBN: 9781118601136
Publisher: Wiley Publication: May 6, 2013
Imprint: Wiley-ISTE Language: English
Author:
ISBN: 9781118601136
Publisher: Wiley
Publication: May 6, 2013
Imprint: Wiley-ISTE
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Wiley

Cover of the book Peptidomimetics in Organic and Medicinal Chemistry by
Cover of the book History of Life by
Cover of the book Vitamins For Dummies by
Cover of the book Managing Nonprofit Organizations by
Cover of the book Power Boating For Dummies by
Cover of the book An Introduction to Financial Markets by
Cover of the book Reconstructing Earth's Climate History by
Cover of the book Trading Options in Turbulent Markets by
Cover of the book Stochastic Geometry and Its Applications by
Cover of the book Breakthrough Nonprofit Branding by
Cover of the book Decision Making in Systems Engineering and Management by
Cover of the book Live It Up Without Outliving Your Money! by
Cover of the book How to Be the Employee Your Company Can't Live Without by
Cover of the book Switched On by
Cover of the book Practical Reliability Engineering by
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy