Multidimensional Compressed Sensing MRI Using Tensor Decomposition-Based Sparsifying Transform
Compressed Sensing (CS) has been applied in dynamic Magnetic Resonance Imaging (MRI) to accelerate the data acquisition without noticeably degrading the spatial-temporal resolution. A suitable sparsity basis is one of the key components to successful CS applications. Conventionally, a multidimension...
Main Authors: | , , , |
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Format: | Online |
Language: | English |
Published: |
Public Library of Science
2014
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Online Access: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4047014/ |