Dual-sparsity regularized sparse representation for single image super-resolution
Row nonlocal similarity regularization term with l1-norm constraint is explored. Dual-sparsity regularized sparse representation model is presented for SISR. Iterative shrinkage algorithm is extended to solve dual l1-norm constraints model.
sparse representation single image super-resolution l1-norm constraint the column nonlocal similarity prior the row nonlocal similarity prior