Modeling and Inverse Problems in Imaging Analysis / Edition 1 by Kari A. Foster, Bernard Chalmond | | 9780387955476 | Hardcover | Barnes & Noble
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

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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