Deep Unfolding of a Proximal Interior Point Method for Image Restoration

11 Dec 2018Carla BertocchiEmilie ChouzenouxMarie-Caroline CorbineauJean-Christophe PesquetMarco Prato

Variational methods are widely applied to ill-posed inverse problems for they have the ability to embed prior knowledge about the solution. However, the level of performance of these methods significantly depends on a set of parameters, which can be estimated through computationally expensive and time-consuming methods... (read more)

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