Estimation of Off-the-grid Sparse Spikes with Over-Parametrized Projected Gradient Descent: Theory and Application. |
2023 |
The MLE is a Reliable Source: Sharp Performance Guarantees for Localization Problems.
Sphere Refinement in Gap Safe Screening. |
2022 |
Leveraging Joint-Diagonalization in Transform-Learning NMF. |
2021 |
Expanding Boundaries of Gap Safe Screening.
Optical Diffraction Tomography from Single-Molecule Localization Microscopy.
Direction-of-Arrival Estimation through Exact Continuous l20-Norm Relaxation. |
2020 |
On the Identifiability of Transform Learning for Non-negative Matrix Factorization.
New Insights on the Optimality Conditions of the l2-l0 Minimization Problem.
Joint Angular Refinement and Reconstruction for Single-Particle Cryo-EM.
Three-Dimensional Optical Diffraction Tomography with Lippmann-Schwinger Model.
The Sliding Frank-Wolfe Algorithm and its Application to Super-Resolution Microscopy. |
2019 |
Pocket Guide to Solve Inverse Problems with GlobalBioIm. Inverse Problems, vol. 35, no. 10, pp. 1-20, 2019. Emmanuel Soubies, Ferréol Soulez, Michael McCann, Thanh-An Pham, Laurène Donati, Thomas Debarre, Daniel Sage, and Michael Unser. [journal] [website]
Nanometric Axial Resolution of Fibronectin Assembly Units Achieved with an
Efficient Reconstruction Approach for Multi-Angle-TIRF Microscopy.
Computational Super-Sectioning for Single-Slice Structured Illumination Microscopy. |
2018 |
Versatile Reconstruction Framework for Diffraction Tomography with Intensity Measurements and Multiple Scattering.
Optics Express, vol. 26, no. 3, pp. 2749-2763, 2018. Thanh-an Pham, Emmanuel Soubies, Joowon Lim, Alexandre Goy, Ferréol Soulez, Demetri Psaltis and Michael Unser. [journal] |
2017 |
Efficient Inversion of Multiple-Scattering Model for Optical Diffraction Tomography.
A Unified View of Exact Continuous Penalties for l2-l0 Minimization. |
2015 |
A Continuous Exact l0 Penalty (CEL0) for Least-Squares Regularized Problem. SIAM Journal on Imaging Science, vol. 8, no. 3, pp. 1574-1606, 2015. Emmanuel Soubies, Laure Blanc-Féraud and Gilles Aubert. [hal] [erratum] |
Emmanuel Soubies - 2014