Recent Advances in Sparsity-driven Signal Recovery

Abstract

We briefly recall previous literature about the interaction between sparsity and /spl lscr/ /sup 1/ minimization. We then discuss /spl lscr/ /sup 1/ minimization in geometry separation, in compressed sensing, and in compressed sensing of separable signals.