New Trends in Applied Harmonic Analysis
Sparse Representations, Compressed Sensing, and Multifractal Analysis
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Beschreibung
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.
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 cover 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.
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
Autor*in
Akram Aldroubi
Themen in »New Trends in Applied Harmonic Analysis«
Compressed sensing Compressive Sensing Computational Harmonic Analysis Multifractal Analysis Sparse representation Wavelets Frames