Variational Methods in Imaging

by Otmar Scherzer, Frank Lenzen, Harald Grossauer, et al.

Book Overview

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...

• Format: Paperback
• Language: English
• ISBN: 1441921664
• ISBN13: 9781441921666
• Release Date: November 2010
• Publisher: Springer
• Length: 320 Pages
• Weight: 1.04 lbs.
• Dimensions: 0.7" x 6.1" x 9.2"