Editors:
(view affiliations)
- Akram Aldroubi,
- Carlos Cabrelli,
- Stephane Jaffard,
- Ursula Molter
Contributions are written by leaders in the field of harmonic analysis
Covers both theoretical aspects and applications of sparse representation, compressed sensing and multifractal analysis
Provides a clear introduction to fast growing topics
Table of contents (9 chapters)
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Front Matter
Pages i-xxviii
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- Eugenio Hernández, Maria de Natividade
Pages 145-189
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- Peter G. Casazza, Janet C. Tremain
Pages 191-213
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- Xianfeng Hu, Yang Wang, Qiang Wu
Pages 281-300
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Back Matter
Pages 331-334
About this book
This volume is a selection of written notes corresponding to courses taught at the CIMPA School: "New Trends in Applied Harmonic Analysis: Sparse Representations, Compressed Sensing and Multifractal Analysis". New interactions between harmonic analysis and signal and image processing have seen striking development in the last 10 years, and several technological deadlocks have been solved through the resolution of deep theoretical problems in harmonic analysis. New Trends in Applied Harmonic Analysis focuses on two particularly active areas that are representative of such advances: multifractal analysis, and sparse representation and compressed sensing. The contributions are written by leaders in these areas, and covers both theoretical aspects and applications. This work should prove useful not only to PhD students and postdocs in mathematics and signal and image processing, but also to researchers working in related topics.
Keywords
- Compressed sensing
- Compressive Sensing
- Computational Harmonic Analysis
- Multifractal Analysis
- Sparse representation
- Wavelets
- Frames
Editors and Affiliations
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Department of Mathematics, Vanderbilt University, Nashville, USA
Akram Aldroubi
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Depto. de Matemática, Univ. de Buenos Ai, IMAS - UBA/CONICET, Buenos Aires, Argentina
Carlos Cabrelli
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UFR de Sciences et Technologie, Universite Paris Est Creteil, Creteil Cedex, France
Stephane Jaffard
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Depto. de Matemática, Univ. de Buenos Ai, IMAS, UBA/CONICET, Buenos Aires, Argentina
Ursula Molter