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FISTA-Net: Learning a Fast Iterative Shrinkage Thresholding Network for Inverse Problems in Imaging

Xiang, JX; Dong, YG; Yang, YJ

Dong, YG (corresponding author), Tsinghua Univ, Dept Precis Instrument, Beijing 100084, Peoples R China.; Yang, YJ (corresponding author), Univ Edinburgh, Sch Engn, Inst Digital Commun, Agile Tomog Grp, Edinburgh EH9 3FG, Midlothian, Scotland.

IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021; 40 (5): 1329

Abstract

Inverse problems are essential to imaging applications. In this letter, we propose a model-based deep learning network, named FISTA-Net, by combining ......

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