484 citations · 1.2k across the 39 of their papers we have counts for
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eess.IV2019
DRCAS: Deep Restoration Network for Hardware Based Compressive Acquisition Scheme
Pravir Singh Gupta, Xin Yuan, Gwan Seong Choi
We investigate the power and performance improvement in image acquisition devices by the use of CAS (Compressed Acquisition Scheme) and DNN (Deep Neural Networks). Towards this end…
cs.IT2019★ 2 cited
Solving inverse problems via auto-encoders
Pei Peng, Shirin Jalali, Xin Yuan
Compressed sensing (CS) is about recovering a structured signal from its under-determined linear measurements. Starting from sparsity, recovery methods have steadily moved towards…