704 citations · 3.6k across the 98 of their papers we have counts for
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Poisson Inverse Problems by the Plug-and-Play scheme
Arie Rond, Raja Giryes, Michael Elad
The Anscombe transform offers an approximate conversion of a Poisson random variable into a Gaussian one. This transform is important and appealing, as it is easy to compute, and b…
Postprocessing of Compressed Images via Sequential Denoising
Yehuda Dar, Alfred M. Bruckstein, Michael Elad +1
In this work we propose a novel postprocessing technique for compression-artifact reduction. Our approach is based on posing this task as an inverse problem, with a regularization…
Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy?
Raja Giryes, Guillermo Sapiro, Alex M. Bronstein
Three important properties of a classification machinery are: (i) the system preserves the core information of the input data; (ii) the training examples convey information about u…