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...

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Bibliographic Details
Main Authors: Yu, Yeyang, Jin, Jin, Liu, Feng, Crozier, Stuart
Format: Online
Language:English
Published: Public Library of Science 2014
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4047014/