2026 Gilles Aubert: Engineering and Technology Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Engineering and Technology	41	6785	6555	141	138	144	14752

Overview

Gilles Aubert is affiliated with Université Côte d'Azur in France. Their research output spans multiple domains primarily within the engineering and biomedical sciences.

The main fields of study in which Gilles Aubert publishes include:

Engineering
Biochemistry, Genetics and Molecular Biology
Medicine

Aubert's work delves into several subfields such as:

Biomedical Engineering
Biophysics
Computational Mechanics
Radiology, Nuclear Medicine and Imaging
Computer Vision and Pattern Recognition

The primary research topics explored include:

Advanced Fluorescence Microscopy Techniques
Photoacoustic and Ultrasonic Imaging
Sparse and Compressive Sensing Techniques
Medical Imaging Techniques and Applications
Advanced Image Processing Techniques
Optical Coherence Tomography Applications
Near-Field Optical Microscopy

Aubert has contributed to a range of recent publications, including:

"Off-The-Grid Variational Sparse Spike Recovery: Methods and Algorithms" (2021), published in Journal of Imaging
"Off-the-Grid Curve Reconstruction through Divergence Regularization: An Extreme Point Result" (2023), published in SIAM Journal on Imaging Sciences
"New ℓ₂−ℓ₀ algorithm for single-molecule localization microscopy" (2020), published in Biomedical Optics Express
"A Γ-Convergence Result and An Off-the-Grid Charge Algorithm for Curve Reconstruction in Inverse Problems" (2024), published in Journal of Mathematical Imaging and Vision
"A Continuous Relaxation of the Constrained ℓ₂-ℓ₀ Problem" (2021), published in Journal of Mathematical Imaging and Vision

The frequent coauthors collaborating with Gilles Aubert are:

Bastien Laville
Laure Blanc-Féraud
Laure Blanc-Féraud
Arne Bechensteen

Publication venues where Aubert's work appears often include:

Journal of Mathematical Imaging and Vision
Journal of Imaging
SIAM Journal on Imaging Sciences
Biomedical Optics Express
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Best Publications

Mathematical Problems in Image Processing: Partial Differential Equations and the Calculus of Variations

Gilles Aubert;Pierre Kornprobst

2965
Citations
Deterministic edge-preserving regularization in computed imaging

P. Charbonnier;L. Blanc-Feraud;G. Aubert;M. Barlaud

1823
Citations
Two deterministic half-quadratic regularization algorithms for computed imaging

P. Charbonnier;L. Blanc-Feraud;G. Aubert;M. Barlaud

983
Citations
Mathematical problems in image processing

Gilles Aubert

763
Citations
A Variational Approach to Removing Multiplicative Noise

Gilles Aubert;Jean-François Aujol

735
Citations
A Variational Method in Image Recovery

Gilles Aubert;Luminita Vese

518
Citations
Image Decomposition into a Bounded Variation Component and an Oscillating Component

Jean-François Aujol;Gilles Aubert;Laure Blanc-Féraud;Antonin Chambolle

482
Citations
Mathematical Problems in Image Processing: Partial Differential Equations and the Calculus of Variations (Applied Mathematical Sciences)

Gilles Aubert;Pierre Kornprobst

416
Citations
IMAGE SEGMENTATION USING ACTIVE CONTOURS: CALCULUS OF VARIATIONS OR SHAPE GRADIENTS? ∗

Gilles Aubert;Michel Barlaud;Olivier D. Faugeras;Stéphanie Jehan-Besson

375
Citations
A Level Set Model for Image Classification

Christophe Samson;Laure Blanc-Féraud;Gilles Aubert;Josiane Zerubia

340
Citations
Computing optical flow via variational techniques

G. Aubert;R. Deriche;P. Kornprobst

316
Citations
Variational approach for edge-preserving regularization using coupled PDEs

S. Teboul;L. Blanc-Feraud;G. Aubert;M. Barlaud

314
Citations
DREAM 2 S: Deformable Regions Driven by an Eulerian Accurate Minimization Method for Image and Video Segmentation

Stéphanie Jehan-Besson;Michel Barlaud;Gilles Aubert

276
Citations
A variational model for image classification and restoration

C. Samson;L. Blanc-Feraud;G. Aubert;J. Zerubia

275
Citations
Efficient Schemes for Total Variation Minimization Under Constraints in Image Processing

Pierre Weiss;Laure Blanc-Féraud;Gilles Aubert

249
Citations
Image Sequence Analysis via Partial Differential Equations

Pierre Kornprobst;Rachid Deriche;Gilles Aubert

237
Citations
A l1-Unified Variational Framework for Image Restoration

Julien Bect;Laure Blanc-Féraud;Gilles Aubert;Antonin Chambolle

230
Citations
Wavelet-based level set evolution for classification of textured images

J.-F. Aujol;G. Aubert;L. Blanc-Feraud

222
Citations
Optical-Flow Estimation while Preserving Its Discontinuities: A Variational Approach

Rachid Deriche;Pierre Kornprobst;Gilles Aubert

202
Citations
A Continuous Exact $ll_0$ Penalty (CEL0) for Least Squares Regularized Problem

Emmanuel Soubies;Laure Blanc-Féraud;Gilles Aubert

166
Citations
Detection and tracking of moving objects using a new level set based method

S.J. Besson;M. Barlaud;G. Aubert

92
Citations