Variational Methods in Imaging

Otmar Scherzer, Markus Grasmair, Harald Grossauer, Markus Haltmeier, and Frank Lenzen

Publisher:

Springer

Publication Date:

2009

Number of Pages:

320

Format:

Hardcover

Series:

Applied Mathematical Sciences 167

Price:

79.95

ISBN:

9780387309316

Category:

Monograph

MAA Review
Table of Contents

We do not plan to review this book.

Part I: Fundamentals of Imaging.- Case examples of imaging.- Image and Noise Models.- Part II: Regularization.- Variational Regularization Methods for the Solution of Inverse Problems.- Convex Regularization Methods for Denoising.- Variational Calculus for Non-convex Regularization.- Semi-group Theory and Scale Spaces.- Inverse Scale Spaces.- Part III: Mathematical Foundations.- Functional Analysis.- Weakly Differentiable Functions.- Convex Analysis and Calculus Variations.- Nomenclature.- References.- Index.

Tags:

Inverse Problems