IEEE - Institute of Electrical and Electronics Engineers, Inc. - Deep Coupled-Representation Learning for Sparse Linear Inverse Problems With Side Information

Author(s): Evaggelia Tsiligianni ; Nikos Deligiannis
Sponsor(s): IEEE Signal Processing Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 December 2019
Volume: 26
Page(s): 1,768 - 1,772
ISSN (Electronic): 1558-2361
ISSN (Paper): 1070-9908
DOI: 10.1109/LSP.2019.2929869
Regular:

In linear inverse problems, the goal is to recover a target signal from undersampled, incomplete or noisy linear measurements. Typically, the recovery relies on complex numerical optimization... View More

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