Gilles Aubert

10.0k total citations · 5 hit papers
105 papers, 5.9k citations indexed

About

Gilles Aubert is a scholar working on Computer Vision and Pattern Recognition, Computational Mechanics and Mathematical Physics. According to data from OpenAlex, Gilles Aubert has authored 105 papers receiving a total of 5.9k indexed citations (citations by other indexed papers that have themselves been cited), including 73 papers in Computer Vision and Pattern Recognition, 25 papers in Computational Mechanics and 18 papers in Mathematical Physics. Recurrent topics in Gilles Aubert's work include Medical Image Segmentation Techniques (53 papers), Image and Signal Denoising Methods (23 papers) and Sparse and Compressive Sensing Techniques (16 papers). Gilles Aubert is often cited by papers focused on Medical Image Segmentation Techniques (53 papers), Image and Signal Denoising Methods (23 papers) and Sparse and Compressive Sensing Techniques (16 papers). Gilles Aubert collaborates with scholars based in France, United States and Italy. Gilles Aubert's co-authors include Pierre Kornprobst, Michel Barlaud, Laure Blanc-Féraud, Pierre Charbonnier, Jean–François Aujol, Laure Blanc‐Féraud, Stéphanie Jehan‐Besson, Luminita A. Vese, Rachid Deriche and Josiane Zerubia and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Image Processing and IEEE Transactions on Medical Imaging.

In The Last Decade

Gilles Aubert

100 papers receiving 5.5k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Deterministic edge-preserving regularization in computed imaging

1997 875 citations Pierre Charbonnier, Laure Blanc-Féraud et al. IEEE Transactions on Image Processing profile →
Mathematical Problems in Image Processing

2006 653 citations Gilles Aubert, Pierre Kornprobst Applied mathematical sciences profile →
Two deterministic half-quadratic regularization algorithms for computed imaging

2002 509 citations Pierre Charbonnier, Laure Blanc-Féraud et al. profile →
A Variational Approach to Removing Multiplicative Noise

2008 421 citations Gilles Aubert et al. SIAM Journal on Applied Mathematics profile →
Mathematical Problems in Image Processing: Partial Differential Equations and the Calculus of Variations

2013 374 citations Gilles Aubert, Pierre Kornprobst profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Gilles Aubert France	28	4.4k	1.5k	1.0k	665	623	105	5.9k
Xue‐Cheng Tai Norway	38	3.5k 0.8×	2.4k 1.6×	865 0.8×	735 1.1×	480 0.8×	202	6.3k
Mila Nikolova France	28	3.3k 0.7×	2.0k 1.3×	1.0k 1.0×	543 0.8×	419 0.7×	74	4.5k
Gabriel Peyré France	38	2.4k 0.6×	1.9k 1.2×	506 0.5×	433 0.7×	455 0.7×	104	6.1k
Vicent Caselles Spain	38	7.6k 1.7×	1.6k 1.0×	1.2k 1.2×	594 0.9×	1.0k 1.7×	125	10.3k
Joachim Weickert Germany	35	4.5k 1.0×	697 0.5×	947 0.9×	204 0.3×	615 1.0×	118	5.8k
Jean‐Christophe Pesquet France	34	1.8k 0.4×	1.8k 1.2×	453 0.4×	458 0.7×	394 0.6×	207	4.2k
Joachim Weickert Germany	18	2.8k 0.6×	652 0.4×	670 0.6×	199 0.3×	573 0.9×	39	3.9k
Gitta Kutyniok Germany	29	2.1k 0.5×	2.6k 1.7×	565 0.5×	367 0.6×	551 0.9×	129	5.9k
Selim Esedoḡlu United States	20	2.4k 0.5×	921 0.6×	478 0.5×	300 0.5×	322 0.5×	41	3.2k
Jayant Shah United States	12	2.7k 0.6×	689 0.4×	488 0.5×	305 0.5×	391 0.6×	30	3.8k

Countries citing papers authored by Gilles Aubert

Since Specialization

Citations

This map shows the geographic impact of Gilles Aubert's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Gilles Aubert with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Gilles Aubert more than expected).

Fields of papers citing papers by Gilles Aubert

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Gilles Aubert. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Gilles Aubert. The network helps show where Gilles Aubert may publish in the future.

Co-authorship network of co-authors of Gilles Aubert

This figure shows the co-authorship network connecting the top 25 collaborators of Gilles Aubert. A scholar is included among the top collaborators of Gilles Aubert based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Gilles Aubert. Gilles Aubert is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Blanc‐Féraud, Laure, et al.. (2020). New ℓ₂ − ℓ₀ algorithm for single-molecule localization microscopy. Biomedical Optics Express. 11(2). 1153–1153. 2 indexed citations

Aubert, Gilles, et al.. (2014). Topological gradient for fourth-order PDE and application to the detection of fine structures in 2D images. Comptes Rendus Mathématique. 352(7-8). 609–613. 6 indexed citations

Aubert, Gilles, et al.. (2014). Topological gradient for a fourth order PDE and application to the detection of fine structures in 2D and 3D images. 16. 1703–1707. 1 indexed citations

Blanc-Féraud, Laure, et al.. (2013). Blind restoration of confocal microscopy images in presence of a depth-variant blur and Poisson noise. HAL (Le Centre pour la Communication Scientifique Directe). 915–919. 12 indexed citations

Fadili, Jalal, et al.. (2008). Region-based active contours and sparse representations for texture segmentation. Proceedings - International Conference on Pattern Recognition. 884 900. 1–4. 8 indexed citations

Aubert, Gilles, et al.. (2008). On a class of ill-posed minimization problems in image processing. Journal of Mathematical Analysis and Applications. 352(1). 380–399. 10 indexed citations

Aubert, Gilles & Pierre Kornprobst. (2006). Mathematical Problems in Image Processing: Partial Differential Equations and the Calculus of Variations (Applied Mathematical Sciences). Springer eBooks. 174 indexed citations

Aubert, Gilles & Pierre Kornprobst. (2006). Mathematical Problems in Image Processing. Applied mathematical sciences. 653 indexed citations breakdown →

Jehan‐Besson, Stéphanie, et al.. (2004). From Snakes to Region-Based Active Contours Defined by Region-Dependent Parameters. Applied Optics. 43(2). 247–247. 2 indexed citations

10.

Aubert, Gilles, Michel Barlaud, Olivier Faugeras, & Stéphanie Jehan‐Besson. (2003). Image Segmentation Using Active Contours: Calculus of Variations or Shape Gradients?. SIAM Journal on Applied Mathematics. 63(6). 2128–2154. 141 indexed citations

11.

Jehan‐Besson, Stéphanie, Michel Barlaud, & Gilles Aubert. (2002). A 3-Step Algorithm Using Region-Based Active Contours for Video Objects Detection. EURASIP Journal on Advances in Signal Processing. 2002(6). 14 indexed citations

12.

Charbonnier, Pierre, Laure Blanc-Féraud, Gilles Aubert, & Michel Barlaud. (2002). Two deterministic half-quadratic regularization algorithms for computed imaging. 2. 168–172. 509 indexed citations breakdown →

13.

Antonini, Marc, et al.. (2002). Quantization noise removal for optimal transform decoding. 1. 381–385. 6 indexed citations

14.

Jehan‐Besson, Stéphanie, Michel Barlaud, & Gilles Aubert. (2002). Region-based active contours for video object segmentation with camera compensation. 2. 61–64. 14 indexed citations

15.

Debreuve, Éric, et al.. (2001). Space-time segmentation using level set active contours applied to myocardial gated SPECT. IEEE Transactions on Medical Imaging. 20(7). 643–659. 52 indexed citations

16.

Aubert, Gilles & Pierre Kornprobst. (1999). A Mathematical Study of the Relaxed Optical Flow Problem in the Space $BV (\Omega)$. SIAM Journal on Mathematical Analysis. 30(6). 1282–1308. 26 indexed citations

17.

Charbonnier, Pierre, Laure Blanc-Féraud, Gilles Aubert, & Michel Barlaud. (1997). Deterministic edge-preserving regularization in computed imaging. IEEE Transactions on Image Processing. 6(2). 298–311. 875 indexed citations breakdown →

18.

Aubert, Gilles. (1991). Sur une équation quasilinéaire d’ordre 2 non elliptique. Annales de l Institut Henri Poincaré C Analyse Non Linéaire. 8(1). 17–41. 1 indexed citations

19.

Aubert, Gilles. (1987). On a counterexample of a rank 1 convex function which is not polyconvex in the case N = 2. Proceedings of the Royal Society of Edinburgh Section A Mathematics. 106(3-4). 237–240. 15 indexed citations

20.

Aubert, Gilles, et al.. (1979). Théorèmes d'existence pour des problèmes du calcul des variations du type: Inf ∝øLf(x, u′(x)dx et Inf ∝øLf(x, u(x) u′(x))dx. Journal of Differential Equations. 33(1). 1–15. 24 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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