New trends in applied harmonic analysis: sparse representations, compressed sensing, and multifractal analysis

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...

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Detalles Bibliográficos
Autores principales: Aldroubi, Akram, Cabrelli, Carlos, Jaffard, Stephane, Molter, Ursula
Lenguaje:eng
Publicado: Springer 2016
Materias:
Mathematical Physics and Mathematics
Acceso en línea:https://dx.doi.org/10.1007/978-3-319-27873-5
http://cds.cern.ch/record/2151738
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author Aldroubi, Akram
Cabrelli, Carlos
Jaffard, Stephane
Molter, Ursula
author_facet Aldroubi, Akram
Cabrelli, Carlos
Jaffard, Stephane
Molter, Ursula
author_sort Aldroubi, Akram
collection CERN
description 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.
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institution Organización Europea para la Investigación Nuclear
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spelling cern-21517382021-04-21T19:42:29Zdoi:10.1007/978-3-319-27873-5http://cds.cern.ch/record/2151738engAldroubi, AkramCabrelli, CarlosJaffard, StephaneMolter, UrsulaNew trends in applied harmonic analysis: sparse representations, compressed sensing, and multifractal analysisMathematical Physics and MathematicsThis 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.Springeroai:cds.cern.ch:21517382016
spellingShingle Mathematical Physics and Mathematics
Aldroubi, Akram
Cabrelli, Carlos
Jaffard, Stephane
Molter, Ursula
New trends in applied harmonic analysis: sparse representations, compressed sensing, and multifractal analysis
title New trends in applied harmonic analysis: sparse representations, compressed sensing, and multifractal analysis
title_full New trends in applied harmonic analysis: sparse representations, compressed sensing, and multifractal analysis
title_fullStr New trends in applied harmonic analysis: sparse representations, compressed sensing, and multifractal analysis
title_full_unstemmed New trends in applied harmonic analysis: sparse representations, compressed sensing, and multifractal analysis
title_short New trends in applied harmonic analysis: sparse representations, compressed sensing, and multifractal analysis
title_sort new trends in applied harmonic analysis: sparse representations, compressed sensing, and multifractal analysis
topic Mathematical Physics and Mathematics
url https://dx.doi.org/10.1007/978-3-319-27873-5
http://cds.cern.ch/record/2151738
work_keys_str_mv AT aldroubiakram newtrendsinappliedharmonicanalysissparserepresentationscompressedsensingandmultifractalanalysis
AT cabrellicarlos newtrendsinappliedharmonicanalysissparserepresentationscompressedsensingandmultifractalanalysis
AT jaffardstephane newtrendsinappliedharmonicanalysissparserepresentationscompressedsensingandmultifractalanalysis
AT molterursula newtrendsinappliedharmonicanalysissparserepresentationscompressedsensingandmultifractalanalysis

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