Abstract
Recently, solutions based on machine learning for image restoration have been proposed in the literature. In general, image distortions are modeled by linear and spatial invariant point spread functions (PSFs). However, these distortions are nonlinear in practice, which justifies the use of nonlinear solutions to mitigate their effect. In this work, we intend to use neural networks to imp…