Theoretical foundations and numerical methods for sparse recovery 1st Edition by Massimo Fornasier ISBN 3110226146 9783110226140 by Fornasier M. (ed.) 9783110226140, 3110226146 instant download after payment.

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ISBN 10: 3110226146 
ISBN 13: 9783110226140
Author: Massimo Fornasier

The present collection is the very first contribution of this type in the field of sparse recovery. Compressed sensing is one of the important facets of the broader concept presented in the book, which by now has made connections with other branches such as mathematical imaging, inverse problems, numerical analysis and simulation. The book consists of four lecture notes of courses given at the Summer School on "Theoretical Foundations and Numerical Methods for Sparse Recovery" held at the Johann Radon Institute for Computational and Applied Mathematics in Linz, Austria, in September 2009. This unique collection will be of value for a broad community and may serve as a textbook for graduate courses. From the contents: "Compressive Sensing and Structured Random Matrices" by Holger Rauhut "Numerical Methods for Sparse Recovery" by Massimo Fornasier "Sparse Recovery in Inverse Problems" by Ronny Ramlau and Gerd Teschke "An Introduction to Total Variation for Image Analysis" by Antonin Chambolle, Vicent Caselles, Daniel Cremers, Matteo Novaga and Thomas Pock

Theoretical foundations and numerical methods for sparse recovery 1st Table of contents:

1. Compressive Sensing and Structured Random Matrices
2. Numerical Methods for Sparse Recovery
3. Sparse Recovery in Inverse Problems
4. An Introduction to Total Variation for Image Analysis

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