Otmar Scherzer,
Markus Grasmair,
Harald Grossauer,
Markus Haltmeier,
Frank Lenzen
e.a.
Variational Methods in Imaging
Paperback Engels 2010 9781441921666Levertijd ongeveer 9 werkdagen
Gratis verzonden
Samenvatting
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. Many numerical examples accompany the theory throughout the text. It is geared towards graduate students and researchers in applied mathematics. Researchers in the area of imaging science will also find this book appealing. It can serve as a main text in courses in image processing or as a supplemental text for courses on regularization and inverse problems at the graduate level.
Specificaties
ISBN13:9781441921666
Taal:Engels
Bindwijze:paperback
Aantal pagina's:320
Uitgever:Springer New York
Druk:0
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Inhoudsopgave
Fundamentals of Imaging.- Case Examples of Imaging.- Image and Noise Models.- 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.- Mathematical Foundations.- Functional Analysis.- Weakly Differentiable Functions.- Convex Analysis and Calculus of Variations.
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