Jérôme Darbon

4.0k citations

58 papers · 2.5k indexed · 1 hit paper · h-index 18

Impact in

Computer Vision and Pattern Recognition top 1%
- Image and Signal Denoising Methods
- Medical Image Segmentation Techniques
- Advanced Image Processing Techniques
Computational Mechanics top 1%
- Sparse and Compressive Sensing Techniques

Papers in

Computer Vision and Pattern Recognition 30
- Image and Signal Denoising Methods 11
- Medical Image Segmentation Techniques 10
- Image Retrieval and Classification Techniques 7
Computer Graphics and Computer-Aided Design 5

Co-authors: Stanley Osher Wotao Yin Donald Goldfarb Marc Sigelle Bülent Sankur Erdem Yörük Ender Konukoğlu Tony F. Chan
Journals: Journal of Mathematical Imaging and Vision (3 papers)SIAM Journal on Scientific Computing (3 papers)Journal of Computational Physics (3 papers)IEEE Transactions on Image Processing (2 papers)Research in the Mathematical Sciences (2 papers)
Partner nations: United States France Türkiye

In The Last Decade

Jérôme Darbon

55 papers receiving 2.3k citations

Hit Papers

align trajectories log scale

Bregman Iterative Algorithms for $\ell_1$-Minimization with Applications to Compressed Sensing 2008 · 986 citations

Peers

Countries citing papers authored by Jérôme Darbon

Since Specialization

Citations

This map shows the geographic impact of Jérôme Darbon'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 Jérôme Darbon with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jérôme Darbon more than expected).

Fields of papers citing papers by Jérôme Darbon

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Jérôme Darbon. 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 Jérôme Darbon. The network helps show where Jérôme Darbon may publish in the future.

Co-authorship network

The 25 scholars most cited alongside Jérôme Darbon, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Jérôme Darbon Line = papers co-authored together Jérôme Darbon links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	Optimizing the optimizer for physics-informed neural networks and Kolmogorov-Arnold networks Computer Methods in Applied Mechanics and Engineering ·Muhammad Siddiq Mat Dris, Khemraj Shukla, Nilüfer Öcel, Jérôme Darbon, George Em Karniadakis	2025	2
2	Efficient First-Order Algorithms for Large-Scale, Non-Smooth Maximum Entropy Models with Application to Wildfire Science Entropy ·李秀荣, V. M. Aquino, Jérôme Darbon	2024	1
3	Leveraging Viscous Hamilton–Jacobi PDEs for Uncertainty Quantification in Scientific Machine Learning SIAM/ASA Journal on Uncertainty Quantification ·Zongren Zou, Atom Mirny, 憲西崎, Jérôme Darbon, George Em Karniadakis	2024	7
4	Hopf-type representation formulas and efficient algorithms for certain high-dimensional optimal control problems Computers & Mathematics with Applications ·憲西崎, Jérôme Darbon, Atom Mirny	2024	1
5	Leveraging Multitime Hamilton–Jacobi PDEs for Certain Scientific Machine Learning Problems SIAM Journal on Scientific Computing ·憲西崎, Atom Mirny, Zongren Zou, Jérôme Darbon, George Em Karniadakis	2024	5
6	A Scalable Algorithm for the Optimal Trajectory of a Massive Swarm of UAV Base Stations Using Lagrangian Mechanics SPIRE - Sciences Po Institutional REpository ·Marceau Coupechoux, Jérôme Darbon, Jean-Marc Kélif, Marc Sigelle	2024	1
7	Accelerating gradient descent and Adam via fractional gradients Neural Networks ·Yeonjong Shin, Jérôme Darbon, George Em Karniadakis	2023	16
8	SympOCnet: Solving Optimal Control Problems with Applications to High-Dimensional Multiagent Path Planning Problems SIAM Journal on Scientific Computing ·Atom Mirny, Zhen Zhang, Jérôme Darbon, George Em Karniadakis	2022	10
9	Optimal Trajectories of a UAV Base Station Using Hamilton-Jacobi Equations IEEE Transactions on Mobile Computing ·Marceau Coupechoux, Jérôme Darbon, Jean-Marc Kélif, Marc Sigelle	2022	2
10	On the Convergence and generalization of Physics Informed Neural Networks. arXiv (Cornell University) ·Yeonjong Shin, Jérôme Darbon, George Em Karniadakis	2020	33
11	On some neural network architectures that can represent viscosity solutions of certain high dimensional Hamilton–Jacobi partial differential equations Journal of Computational Physics ·Jérôme Darbon, Atom Mirny	2020	42
12	Numerical simulation of landscape evolution and water run-off on digital elevation models obtained from Pleiades SHILAP Revista de lepidopterología ·Alex Chen, Jérôme Darbon, Carlo de Franchis, Gabriele Facciolo, Md. Ahsan Habib, Julien Michel, Jean‐Michel Morel	2015	2
13	On the equations of landscape formation Interfaces and Free Boundaries Mathematical Analysis Computation and Applications ·托马斯·豪斯, Jérôme Darbon, Giuseppe Buttazzo, Filippo Santambrogio, Jean‐Michel Morel	2014	9
14	Global optimization for first order Markov Random Fields with submodular priors Discrete Applied Mathematics ·Jérôme Darbon	2009	14
15	SAR Image Regularization With Fast Approximate Discrete Minimization IEEE Transactions on Image Processing ·Laurent Denis, Florence Tupin, Jérôme Darbon, Marc Sigelle	2009	78
16	On Total Variation Minimization and Surface Evolution Using Parametric Maximum Flows International Journal of Computer Vision ·Antonin Chambolle, Jérôme Darbon	2009	87
17	Fast nonlocal filtering applied to electron cryomicroscopy Rare & Special e-Zone (The Hong Kong University of Science and Technology) ·Jérôme Darbon, Alexandre Cunha, Tony F. Chan, Stanley Osher, Grant J. Jensen	2008	202
18	Joint Filtering of SAR Interferometric and Amplitude Data in Urban Areas by TV Minimization Laurent Denis, Florence Tupin, Jérôme Darbon, Marc Sigelle	2008	5
19	Shape-based hand recognition IEEE Transactions on Image Processing ·Erdem Yörük, Ender Konukoğlu, Bülent Sankur, Jérôme Darbon	2006	207
20	GENERIC IMPLEMENTATION OF MORPHOLOGICAL IMAGE OPERATORS Jérôme Darbon, Thierry Géraud, Alexandre Duret-Lutz	2002	6

About Jérôme Darbon

Jérôme Darbon is a scholar working on Computer Vision and Pattern Recognition, Computer Graphics and Computer-Aided Design, Computational Mechanics, Numerical Analysis and Statistical and Nonlinear Physics, having authored 58 papers that have together received 2.5k indexed citations. Recurring topics across this work include Sparse and Compressive Sensing Techniques (14 papers), Image and Signal Denoising Methods (11 papers), Medical Image Segmentation Techniques (10 papers), Model Reduction and Neural Networks (10 papers), Image Retrieval and Classification Techniques (7 papers), Numerical methods in inverse problems (5 papers), Synthetic Aperture Radar (SAR) Applications and Techniques (4 papers) and Soil erosion and sediment transport (4 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (1.1k citations), Computational Mechanics (1.0k citations), Media Technology (242 citations), Numerical Analysis (139 citations) and Computational Mathematics (15 citations). Jérôme Darbon has collaborated with scholars based in United States, France and Türkiye. Frequent co-authors include Stanley Osher, Wotao Yin, Donald Goldfarb, Marc Sigelle, Bülent Sankur, Erdem Yörük, Ender Konukoğlu, Tony F. Chan, Antonin Chambolle and Alexandre Cunha. Their work appears in journals such as Journal of Mathematical Imaging and Vision, SIAM Journal on Scientific Computing, Journal of Computational Physics, IEEE Transactions on Image Processing and Research in the Mathematical Sciences.

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