Aramayis Orkusyan

Analysis of p-norm regularized subproblem minimization for sparse photon-limited image recovery

Critical to accurate reconstruction of sparse signals from low-dimensional low-photon count observations is the solution of nonlinear optimization problems that promote sparse solutions. In this paper, we explore recovering high-resolution sparse signals from low-resolution measurements corrupted by…