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 Quicken 2011 For Dummies by
Cover of the book Synthesis and Applications of Copolymers by
Cover of the book Feuersucher by
Cover of the book Problem Solving for Process Operators and Specialists by
Cover of the book Blogging For Dummies by
Cover of the book Metal-Organic Frameworks by
Cover of the book Principles and Practice of Geriatric Psychiatry by
Cover of the book How to Succeed in Psychiatry by
Cover of the book Stochastic Geometry and Its Applications by
Cover of the book Advanced Ceramic Materials by
Cover of the book Wellbeing: A Complete Reference Guide, Interventions and Policies to Enhance Wellbeing by
Cover of the book Brand From the Inside by
Cover of the book Frequent Frauds Found in Governments and Not-for-Profits by
Cover of the book Evaluating Public and Community Health Programs by
Cover of the book Cardiovascular Critical Care 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