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eess.IV2022★ 2 cited
Video Restoration with a Deep Plug-and-Play Prior
Antoine Monod, Julie Delon, Matias Tassano +1
This paper presents a novel method for restoring digital videos via a Deep Plug-and-Play (PnP) approach. Under a Bayesian formalism, the method consists in using a deep convolution…
eess.IV2021
Learning local regularization for variational image restoration
Jean Prost, Antoine Houdard, Andrés Almansa +1
In this work, we propose a framework to learn a local regularization model for solving general image restoration problems. This regularizer is defined with a fully convolutional ne…