IEEE - Institute of Electrical and Electronics Engineers, Inc. - Low rank recovery with manifold smoothness prior: Theory and application to accelerated dynamic MRI

2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI)

Author(s): Sunrita Poddar ; Mathews Jacob
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 April 2015
Conference Location: New York, NY, USA
Conference Date: 16 April 2015
Page(s): 319 - 322
ISBN (Electronic): 978-1-4799-2374-8
DOI: 10.1109/ISBI.2015.7163877
Regular:

We introduce a regularized optimization algorithm to jointly recover signals that live on a low dimensional smooth manifold. The regularization penalty is the nuclear norm of the gradients of the... View More

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