Locally Sparse Reconstruction Using the ${\ell }^{1,\infty }$-Norm

Pia Heins, Michael Moeller, Martin Burger

This paper discusses the incorporation of local sparsity information, e.g. in each pixel of an image, via minimization of the ${\ell }^{1,\infty }$-norm. We discuss the basic propertie…