Dictionary Subselection Using an Overcomplete Joint Sparsity Model

Mehrdad Yaghoobi, Laurent Daudet, Michael E. Davies

Many natural signals exhibit a sparse representation, whenever a suitable describing model is given. Here, a linear generative model is considered, where many sparsity-based signal…