Batch-less stochastic gradient descent for compressive learning of deep regularization for image denoising

Hui Shi, Yann Traonmilin, J-F Aujol

We consider the problem of denoising with the help of prior information taken from a database of clean signals or images. Denoising with variational methods is very efficient if a…