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Smoothing and Decomposition for Analysis Sparse Recovery

Author:
Zhao Tan
,
Eldar, Yonina C.
,
Beck, Andre
,
Nehorai, Arye
Publisher:
IEEE
Year
: 2014
DOI: 10.1109/TSP.2014.2304932
URI: https://libsearch.um.ac.ir:443/fum/handle/fum/969078
Keyword(s): iterative methods,signal processing,sparse matrices,MFISTA,MRI image reconstruction,decomposition transformations,general nonsmooth optimization problems,isometry property,matrix measurement,monotone version of the fast iterative shrinkage thresholding algorithm,proximal operator,reconstruction error,smoothing transformations,sparse model analysis,sparse recovery analysis,Convergence analysis,Iterative methods,Analysis model,convergence analysis,fast iterative shrinkage-thresh
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    Smoothing and Decomposition for Analysis Sparse Recovery

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contributor authorZhao Tan
contributor authorEldar, Yonina C.
contributor authorBeck, Andre
contributor authorNehorai, Arye
date accessioned2020-03-12T18:45:22Z
date available2020-03-12T18:45:22Z
date issued2014
identifier issn1053-587X
identifier other6733349.pdf
identifier urihttps://libsearch.um.ac.ir:443/fum/handle/fum/969078?locale-attribute=en
formatgeneral
languageEnglish
publisherIEEE
titleSmoothing and Decomposition for Analysis Sparse Recovery
typeJournal Paper
contenttypeMetadata Only
identifier padid8003317
subject keywordsiterative methods
subject keywordssignal processing
subject keywordssparse matrices
subject keywordsMFISTA
subject keywordsMRI image reconstruction
subject keywordsdecomposition transformations
subject keywordsgeneral nonsmooth optimization problems
subject keywordsisometry property
subject keywordsmatrix measurement
subject keywordsmonotone version of the fast iterative shrinkage thresholding algorithm
subject keywordsproximal operator
subject keywordsreconstruction error
subject keywordssmoothing transformations
subject keywordssparse model analysis
subject keywordssparse recovery analysis
subject keywordsConvergence analysis
subject keywordsIterative methods
subject keywordsAnalysis model
subject keywordsconvergence analysis
subject keywordsfast iterative shrinkage-thresh
identifier doi10.1109/TSP.2014.2304932
journal titleSignal Processing, IEEE Transactions on
journal volume62
journal issue7
filesize5193975
citations0
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