Efficient and Robust Recovery of Sparse Signal and Image Using Generalized Nonconvex Regularization

Fei Wen, Yuan Yang, Ling Pei +2

This work addresses the robust reconstruction problem of a sparse signal from compressed measurements. We propose a robust formulation for sparse reconstruction which employs the $…