Vasiliki Kouni

ADMM-DAD Net: A Deep Unfolding Network for Analysis Compressed Sensing

In this paper, we propose a new deep unfolding neural network based on the ADMM algorithm for analysis Compressed Sensing. The proposed network jointly learns a redundant analysis operator for sparsification and reconstructs the signal of interest. We compare our proposed network with a state-of-the…