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20242026
most citedAutomatic Tuning of Denoising Algorithms Parameters Without Ground Truth

6 citations · 6 across the 5 of their papers we have counts for

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math.OC2024

Exact continuous relaxations of l0-regularized criteria with non-quadratic data terms

M'hamed Essafri, Luca Calatroni, Emmanuel Soubies

We propose a new class of exact continuous relaxations of l0-regularized criteria involving non-quadratic data terms such as the Kullback-Leibler divergence and the logistic regres…

eess.IV2024★ 6 cited

Automatic Tuning of Denoising Algorithms Parameters Without Ground Truth

Arthur Floquet, Sayantan Dutta, Emmanuel Soubies +2

Denoising is omnipresent in image processing. It is usually addressed with algorithms relying on a set of hyperparameters that control the quality of the recovered image. Manual tu…