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Subspace aware recovery of low rank and jointly sparse signals

We consider the recovery of a matrix X, which is simultaneously low rank and joint sparse, from few measurements of its columns using a two-step algorithm. Each column of X is measured using a combination of two measurement matrices; one which is the same for every column, while the the second measu...

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Detalles Bibliográficos
Publicado en:IEEE Trans Comput Imaging
Autores principales: Biswas, Sampurna, Dasgupta, Soura, Mudumbai, Raghuraman, Jacob, Mathews
Formato: Artigo
Lenguaje:Inglês
Publicado: 2016
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Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC5473345/
https://ncbi.nlm.nih.gov/pubmed/28630889
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TCI.2016.2628352
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