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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
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.

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