2017
Non-blind image deconvolution using deep dual-pathway rectifier neural network
ICASSP 2017accepted
Recently deep neural networks have been successfully used for natural image deconvolution. Whereas the existing methods usually involve an inversion of the blur followed by a denoising step. In this paper we propose a pure learning approach to learn a mapping from a blurred patch to a clean patch di…