6 citations · 6 across the 3 of their papers we have counts for
3 papers
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…
Optical Diffraction Tomography Meets Fluorescence Localization Microscopy
Thanh-An Pham, Emmanuel Soubies, Ferréol Soulez +1
We show that structural information can be extracted from single molecule localization microscopy (SMLM) data. More precisely, we reinterpret SMLM data as the measures of a phasele…
Deep Unrolling for Nonconvex Robust Principal Component Analysis
Elizabeth Z. C. Tan, Caroline Chaux, Emmanuel Soubies +1
We design algorithms for Robust Principal Component Analysis (RPCA) which consists in decomposing a matrix into the sum of a low rank matrix and a sparse matrix. We propose a deep…