$New Trends in Applied Harmonic Analysis: Sparse Representations, Compressed Sensing, and Multifractal Analysis$

New Trends in Applied Harmonic Analysis: Sparse Representations, Compressed Sensing, and Multifractal Analysis

作者 Aldroubi, Akram,Cabrelli, Carlos,Jaffard, Stephane
出版社 Birkhauser
出版时间 2016年2月
ISBN 9783319278711
定价 4051.72

内容简介

Thisvolumeisaselectionofwrittennotescorrespondingtocourses?taughtattheCIMPASchool:"NewTrendsinAppliedHarmonicAnalysis:SparseRepresentations,CompressedSensingandMultifractalAnalysis".Newinteractionsbetweenharmonicanalysisandsignalandimageprocessinghaveseenstrikingdevelopmentinthelast10years,andseveraltechnologicaldeadlockshavebeensolvedthroughtheresolutionofdeeptheoreticalproblemsinharmonicanalysis.NewTrendsinAppliedHarmonicAnalysisfocusesontwoparticularlyactiveareasthat?arerepresentativeofsuchadvances:multifractalanalysis,andsparserepresentationandcompressedsensing.Thecontributionsarewrittenbyleadersintheseareas,andcoverboththeoreticalaspectsandapplications.ThisworkshouldproveusefulnotonlytoPhDstudentsandpostdocsinmathematics?andsignalandimageprocessing,butalsotoresearchersworkinginrelatedtopics.

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