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A Variable Splitting based Algorithm for Fast Multi-Coil Blind Compressed Sensing MRI reconstruction

Recent work on blind compressed sensing (BCS) has shown that exploiting sparsity in dictionaries that are learnt directly from the data at hand can outperform compressed sensing (CS) that uses fixed dictionaries. A challenge with BCS however is the large computational complexity during its optimizat...

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Detalhes bibliográficos
Publicado no:Conf Proc IEEE Eng Med Biol Soc
Main Authors: Bhave, Sampada, Lingala, Sajan Goud, Jacob, Mathews
Formato: Artigo
Idioma:Inglês
Publicado em: 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4411240/
https://ncbi.nlm.nih.gov/pubmed/25570473
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/EMBC.2014.6944105
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