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New Trends in Applied Harmonic Analysis
Sparse Representations, Compressed Sensing, and Multifractal Analysis
Buch von Akram Aldroubi (u. a.)
Sprache: Englisch

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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 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.
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.
Zusammenfassung

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

Inhaltsverzeichnis
Multifractal Analysis of Cantor-like Measures.- Multifractal Analysis and Wavelets.- An Introduction to Mandelbrot Cascades.- Lebesgue-type Inequalities for Greedy Approximation.- Results on Non-linear Approximation for Wavelet Bases in Weighted Function Spaces.- Consequences of the Marcus/Spielman/Srivastava Solution of the Kadison-Singer Problem.- Model Sets and New Versions pf Shannon Sampling Theorem.- Stylometry and Mathematical Study of Authorship.- Thoughts on Numerical and Conceptual Harmonic Analysis.
Details
Erscheinungsjahr: 2016
Fachbereich: Analysis
Genre: Mathematik, Medizin, Naturwissenschaften, Technik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Inhalt: xxviii
334 S.
4 s/w Illustr.
19 farbige Illustr.
334 p. 23 illus.
19 illus. in color.
ISBN-13: 9783319278711
ISBN-10: 3319278711
Sprache: Englisch
Einband: Gebunden
Redaktion: Aldroubi, Akram
Molter, Ursula
Jaffard, Stephane
Cabrelli, Carlos
Herausgeber: Akram Aldroubi/Carlos Cabrelli/Stephane Jaffard et al
Auflage: 1st edition 2016
Hersteller: Springer Nature Switzerland
Springer International Publishing
Verantwortliche Person für die EU: Springer Basel AG in Springer Science + Business Media, Heidelberger Platz 3, D-14197 Berlin, juergen.hartmann@springer.com
Maße: 241 x 160 x 26 mm
Von/Mit: Akram Aldroubi (u. a.)
Erscheinungsdatum: 29.04.2016
Gewicht: 0,711 kg
Artikel-ID: 104119686
Zusammenfassung

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

Inhaltsverzeichnis
Multifractal Analysis of Cantor-like Measures.- Multifractal Analysis and Wavelets.- An Introduction to Mandelbrot Cascades.- Lebesgue-type Inequalities for Greedy Approximation.- Results on Non-linear Approximation for Wavelet Bases in Weighted Function Spaces.- Consequences of the Marcus/Spielman/Srivastava Solution of the Kadison-Singer Problem.- Model Sets and New Versions pf Shannon Sampling Theorem.- Stylometry and Mathematical Study of Authorship.- Thoughts on Numerical and Conceptual Harmonic Analysis.
Details
Erscheinungsjahr: 2016
Fachbereich: Analysis
Genre: Mathematik, Medizin, Naturwissenschaften, Technik
Rubrik: Naturwissenschaften & Technik
Medium: Buch
Inhalt: xxviii
334 S.
4 s/w Illustr.
19 farbige Illustr.
334 p. 23 illus.
19 illus. in color.
ISBN-13: 9783319278711
ISBN-10: 3319278711
Sprache: Englisch
Einband: Gebunden
Redaktion: Aldroubi, Akram
Molter, Ursula
Jaffard, Stephane
Cabrelli, Carlos
Herausgeber: Akram Aldroubi/Carlos Cabrelli/Stephane Jaffard et al
Auflage: 1st edition 2016
Hersteller: Springer Nature Switzerland
Springer International Publishing
Verantwortliche Person für die EU: Springer Basel AG in Springer Science + Business Media, Heidelberger Platz 3, D-14197 Berlin, juergen.hartmann@springer.com
Maße: 241 x 160 x 26 mm
Von/Mit: Akram Aldroubi (u. a.)
Erscheinungsdatum: 29.04.2016
Gewicht: 0,711 kg
Artikel-ID: 104119686
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