Search Results for author: Emmanuel Froustey

Found 1 papers, 0 papers with code

Deep Convolutional Neural Network for Inverse Problems in Imaging

no code implementations11 Nov 2016 Kyong Hwan Jin, Michael T. McCann, Emmanuel Froustey, Michael Unser

The starting point of our work is the observation that unrolled iterative methods have the form of a CNN (filtering followed by point-wise non-linearity) when the normal operator (H*H, the adjoint of H times H) of the forward model is a convolution.

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