Variational methods in imaging

Resource Information

The work Variational methods in imaging represents a distinct intellectual or artistic creation found in University of Missouri Libraries. This resource is a combination of several types including: Work, Language Material, Books.

Label

Variational methods in imaging

Statement of responsibility

Otmar Scherzer [and others]

Contributor

• Scherzer, Otmar, 1964-

Subject

• Bildgebendes Verfahren
• Bildgebendes Verfahren
• Bildverarbeitung
• Bildverarbeitung
• Imaging systems
• Imaging systems
• Imaging systems
• Imaging systems
• Numerische Mathematik
• Numerische Mathematik
• Variational principles
• Variational principles
• Variational principles
• Variational principles
• Variationsrechnung
• Variationsrechnung

Language

eng

Summary

This book is devoted to the study of variational methods in imaging. The presentation is mathematically rigorous and covers a detailed treatment of the approach from an inverse problems point of view. Key Features: - Introduces variational methods with motivation from the deterministic, geometric, and stochastic point of view - Bridges the gap between regularization theory in image analysis and in inverse problems - Presents case examples in imaging to illustrate the use of variational methods e.g. denoising, thermoacoustics, computerized tomography - Discusses link between non-convex calculus of variations, morphological analysis, and level set methods - Analyses variational methods containing classical analysis of variational methods, modern analysis such as G-norm properties, and non-convex calculus of variations - Uses numerical examples to enhance the theory This book is geared towards graduate students and researchers in applied mathematics. It can serve as a main text for graduate courses in image processing and inverse problems or as a supplemental text for courses on regularization. Researchers and computer scientists in the area of imaging science will also find this book useful

Member of

• Applied mathematical sciences (Springer-Verlag New York Inc.), v. 167

Cataloging source

GW5XE

Dewey number

621.3670151564

Illustrations

illustrations

Index

index present

LC call number

• QA1
• TK8315

LC item number

• .A647 v.167
• .V37 2009

Literary form

non fiction

Nature of contents

• dictionaries
• bibliography

Series statement

Applied mathematical sciences

Series volume

v. 167