Gilles Aubert

Université Côte d'Azur — France

Computer Science · Physical Sciences

37h-index10.1kcitations179works1.02yr avg
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Research Topics

Medical Image Segmentation Techniques(80), Image and Signal Denoising Methods(40), Sparse and Compressive Sensing Techniques(31), Advanced Image Processing Techniques(23), Advanced Vision and Imaging(21)

Publications179 total

Curve Reconstruction in Inverse Problems: From Divergence-Measure Vector Fields to Density Lebesgue Measures
SPIRE - Sciences Po Institutional REpository·2025Open Access
A $$\varGamma $$-Convergence Result and An Off-the-Grid Charge Algorithm for Curve Reconstruction in Inverse Problems
Journal of Mathematical Imaging and Vision·2024· 2 citedOpen Access
Reconstruction sans-grille de courbes : un algorithme pour la super-résolution
SPIRE - Sciences Po Institutional REpository·2023Open Access
Off-the-Grid Curve Reconstruction through Divergence Regularization: An Extreme Point Result
SIAM Journal on Imaging Sciences·2023· 7 cited
Off-the-Grid Charge Algorithm for Curve Reconstruction in Inverse Problems
Lecture notes in computer science·2023· 2 citedOpen Access
Super-résolution sans-grille pour l'imagerie de fluctuation
HAL (Le Centre pour la Communication Scientifique Directe)·2022Open Access
Off-the-grid curve reconstruction through divergence regularisation: an extreme point result
HAL (Le Centre pour la Communication Scientifique Directe)·2022Open Access
Off-The-Grid Covariance-Based Super-Resolution Fluctuation Microscopy
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)·2022Open Access
Off-The-Grid Variational Sparse Spike Recovery: Methods and Algorithms
Journal of Imaging·2021· 8 citedOpen Access
Off-the-grid covariance-based super-resolution fluctuation microscopy
Figshare·2021Open Access
A Continuous Relaxation of the Constrained $$\ell _2-\ell _0$$ Problem
Journal of Mathematical Imaging and Vision·2021Open Access
A continuous relaxation of the constrained $L_2 − L_0$ problem
HAL (Le Centre pour la Communication Scientifique Directe)·2020Open Access
New ℓ<sub>2</sub> − ℓ<sub>0</sub> algorithm for single-molecule localization microscopy
Biomedical Optics Express·2020· 3 citedOpen Access
New Insights on the Optimality Conditions of the $$\ell _2-\ell _0$$ Minimization Problem
Journal of Mathematical Imaging and Vision·2019· 10 citedOpen Access
Exact biconvex reformulation of the $L2 − L0$ minimization problem
HAL (Le Centre pour la Communication Scientifique Directe)·2019Open Access
On the Local Minimizers of the CEL0 Relaxation
HAL (Le Centre pour la Communication Scientifique Directe)·2019Open Access
New Methods for l<sub>2</sub>-l<sub>0</sub> Minimization and their Applications to 2D Single-Molecule Localization Microscopy
2019· 1 citedOpen Access
Research Report: Exact biconvex reformulation of the $\ell_2-\ell_0$ minimization problem
arXiv (Cornell University)·2019Open Access
Exact biconvex reformulation of the $\ell_2-\ell_0$ minimization problem.
arXiv (Cornell University)·2019Open Access
Single molecule localization by $\ell_2-\ell_0$ constrained optimization
arXiv (Cornell University)·2018Open Access
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Frequent Co-authors

Michel Barlaud(15), Pierre Kornprobst(11), Laure Blanc-Féraud(9), Stéphanie Jehan‐Besson(9), Laure Blanc‐Féraud(7), Rachid Deriche(6), Jean–François Aujol(5), Antonin Chambolle(4), Josiane Zerubia(4), Pierre Charbonnier(3), C. Samson(3), Emmanuel Soubies(2), Muriel Gastaud(2), Ariane Herbulot(2), Éric Debreuve(2), Rabah Tahraoui(2), Jean-Fran�ois Aujol(1), Laure Blanc-F�raud(1), Luminita A. Vese(1), Olivier Faugeras(1)