Modeling and Inverse Problems in Imaging Analysis / Edition 1

Modeling and Inverse Problems in Imaging Analysis / Edition 1

by Kari A. Foster, Bernard Chalmond
     
 

ISBN-10: 038795547X

ISBN-13: 9780387955476

Pub. Date: 06/04/2008

Publisher: Springer New York

More mathematicians have been taking part in the development of digital image processing as a science and the contributions are reflected in the increasingly important role modeling has played solving complex problems. This book is mostly concerned with energy-based models. Most of these models come from industrial projects in which the author was involved in robot

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Overview

More mathematicians have been taking part in the development of digital image processing as a science and the contributions are reflected in the increasingly important role modeling has played solving complex problems. This book is mostly concerned with energy-based models. Most of these models come from industrial projects in which the author was involved in robot vision and radiography: tracking 3D lines, radiographic image processing, 3D reconstruction and tomography, matching, deformation learning. Numerous graphical illustrations accompany the text.

Product Details

ISBN-13:
9780387955476
Publisher:
Springer New York
Publication date:
06/04/2008
Series:
Applied Mathematical Sciences Series, #155
Edition description:
2003
Pages:
314
Product dimensions:
9.21(w) x 6.14(h) x 0.81(d)

Table of Contents

Acknowledgments*List of Figures*Notation and Symbols*Introduction
• I Spline Models*Non-parametric spline models
• Parametric spline models
• Auto-Associative Models
• II Markov Models*Fundamental Aspects
• Bayesian estimation
• Simulation and optimization
• Parameter Estimation *III Modeling in Action* Model-building
• Degradation in Imaging
• Detection of filamentary Entities
• Reconstruction and Projections
• Matching
• References

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