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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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Bibliographic Details
Published in:Conf Proc IEEE Eng Med Biol Soc
Main Authors: Bhave, Sampada, Lingala, Sajan Goud, Jacob, Mathews
Format: Artigo
Language:Inglês
Published: 2014
Subjects:
Online Access: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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