Jérôme Darbon

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 38

Top Topics

Image Denoising

Optimal Control

Control Problems

Partial Differential Equations

Top Venues

J. Comput. Phys.

SIAM J. Sci. Comput.

SIAM J. Imaging Sci.

Publications

Gabriel Provencher Langlois, Jatan Buch, Jérôme Darbon
Efficient first-order algorithms for large-scale, non-smooth maximum entropy models with application to wildfire science. CoRR (2024)
Zongren Zou, Tingwei Meng, Paula X. Chen, Jérôme Darbon, George Em Karniadakis
Leveraging viscous Hamilton-Jacobi PDEs for uncertainty quantification in scientific machine learning. CoRR (2024)
Paula X. Chen, Tingwei Meng, Zongren Zou, Jérôme Darbon, George Em Karniadakis
Leveraging Hamilton-Jacobi PDEs with time-dependent Hamiltonians for continual scientific machine learning. L4DC (2024)
Paula X. Chen, Jérôme Darbon, Tingwei Meng
Hopf-type representation formulas and efficient algorithms for certain high-dimensional optimal control problems. Comput. Math. Appl. 161 (2024)
Paula X. Chen, Tingwei Meng, Zongren Zou, Jérôme Darbon, George Em Karniadakis
Leveraging Multitime Hamilton-Jacobi PDEs for Certain Scientific Machine Learning Problems. SIAM J. Sci. Comput. 46 (2) (2024)
Jérôme Darbon, Peter M. Dower, Tingwei Meng
Neural network architectures using min-plus algebra for solving certain high-dimensional optimal control problems and Hamilton-Jacobi PDEs. Math. Control. Signals Syst. 35 (1) (2023)
Marceau Coupechoux, Jérôme Darbon, Jean Marc Kélif, Marc Sigelle
Optimal Trajectories of a UAV Base Station Using Hamilton-Jacobi Equations. IEEE Trans. Mob. Comput. 22 (8) (2023)
Yeonjong Shin, Jérôme Darbon, George Em Karniadakis
Accelerating gradient descent and Adam via fractional gradients. Neural Networks 161 (2023)
Paula Chen, Tingwei Meng, Zongren Zou, Jérôme Darbon, George Em Karniadakis
Leveraging Hamilton-Jacobi PDEs with time-dependent Hamiltonians for continual scientific machine learning. CoRR (2023)
Paula Chen, Tingwei Meng, Zongren Zou, Jérôme Darbon, George Em Karniadakis
Leveraging Multi-time Hamilton-Jacobi PDEs for Certain Scientific Machine Learning Problems. CoRR (2023)
Jérôme Darbon, Tingwei Meng, Elena Resmerita
On Hamilton-Jacobi PDEs and Image Denoising Models with Certain Nonadditive Noise. J. Math. Imaging Vis. 64 (4) (2022)
Tingwei Meng, Zhen Zhang, Jérôme Darbon, George Em Karniadakis
SympOCnet: Solving optimal control problems with applications to high-dimensional multi-agent path planning problems. CoRR (2022)
Tingwei Meng, Zhen Zhang, Jérôme Darbon, George E. Karniadakis
SympOCnet: Solving Optimal Control Problems with Applications to High-Dimensional Multiagent Path Planning Problems. SIAM J. Sci. Comput. 44 (6) (2022)
Yeonjong Shin, Jérôme Darbon, George Em Karniadakis
A Caputo fractional derivative-based algorithm for optimization. CoRR (2021)
Jérôme Darbon, Gabriel Provencher Langlois, Tingwei Meng
Connecting Hamilton-Jacobi partial differential equations with maximum a posteriori and posterior mean estimators for some non-convex priors. CoRR (2021)
Yohann Tendero, Igor Ciril, Jérôme Darbon, Susana Serna
An Algorithm Solving Compressive Sensing Problem Based on Maximal Monotone Operators. SIAM J. Sci. Comput. 43 (6) (2021)
Jérôme Darbon, Peter M. Dower, Tingwei Meng
Neural network architectures using min plus algebra for solving certain high dimensional optimal control problems and Hamilton-Jacobi PDEs. CoRR (2021)
Marceau Coupechoux, Jérôme Darbon, Jean Marc Kélif, Marc Sigelle
Optimal Trajectories of a UAV Base Station Using Hamilton-Jacobi Equations. CoRR (2021)
Jérôme Darbon, Gabriel Provencher Langlois
On Bayesian Posterior Mean Estimators in Imaging Sciences and Hamilton-Jacobi Partial Differential Equations. J. Math. Imaging Vis. 63 (7) (2021)
Jérôme Darbon, Tingwei Meng, Elena Resmerita
On Hamilton-Jacobi PDEs and image denoising models with certain non-additive noise. CoRR (2021)
Jérôme Darbon, Gabriel Provencher Langlois
Efficient and robust high-dimensional sparse logistic regression via nonlinear primal-dual hybrid gradient algorithms. CoRR (2021)
Jérôme Darbon, Gabriel Provencher Langlois
Accelerated nonlinear primal-dual hybrid gradient algorithms with applications to machine learning. CoRR (2021)
Jérôme Darbon, Tingwei Meng
On some neural network architectures that can represent viscosity solutions of certain high dimensional Hamilton-Jacobi partial differential equations. J. Comput. Phys. 425 (2021)
Jérôme Darbon, Tingwei Meng
On some neural network architectures that can represent viscosity solutions of certain high dimensional Hamilton-Jacobi partial differential equations. CoRR (2020)
Jérôme Darbon, Tingwei Meng
On Decomposition Models in Imaging Sciences and Multi-time Hamilton-Jacobi Partial Differential Equations. SIAM J. Imaging Sci. 13 (2) (2020)
Yeonjong Shin, Jérôme Darbon, George Em Karniadakis
On the Convergence and generalization of Physics Informed Neural Networks. CoRR (2020)
Yat Tin Chow, Jérôme Darbon, Stanley J. Osher, Wotao Yin
Algorithm for overcoming the curse of dimensionality for state-dependent Hamilton-Jacobi equations. J. Comput. Phys. 387 (2019)
Marceau Coupechoux, Jérôme Darbon, Jean Marc Kelif, Marc Sigelle
Optimal Trajectories of a UAV Base Station Using Lagrangian Mechanics. INFOCOM Workshops (2019)
Matthew R. Kirchner, Gary A. Hewer, Jérôme Darbon, Stanley J. Osher
A Primal-Dual Method for Optimal Control and Trajectory Generation in High-Dimensional Systems. CCTA (2018)
Marceau Coupechoux, Jérôme Darbon, Jean Marc Kelif, Marc Sigelle
Optimal Trajectories of a UAV Base Station Using Lagrangian Mechanics. CoRR (2018)
Marc Lebrun, Miguel Colom, Jérôme Darbon, Jean-Michel Morel
Numerical Simulation of Landscape Evolution Models. Image Process. Line 8 (2018)
Matthew R. Kirchner, Robert T. Mar, Gary A. Hewer, Jérôme Darbon, Stanley J. Osher, Yat Tin Chow
Time-Optimal Collaborative Guidance Using the Generalized Hopf Formula. IEEE Control. Syst. Lett. 2 (2) (2018)
Yohann Tendero, Igor Ciril, Jérôme Darbon
A Simple and Exact Algorithm to Solve Linear Problems with \ell ^1 -Based Regularizers. VISIGRAPP (Revised Selected Papers) (2018)
Igor Ciril, Jérôme Darbon, Yohann Tendero
A Simple and Exact Algorithm to Solve l1 Linear Problems - Application to the Compressive Sensing Method. VISIGRAPP (4: VISAPP) (2018)
Byungjoon Lee, Jérôme Darbon, Stanley J. Osher, Myungjoo Kang
Revisiting the redistancing problem using the Hopf-Lax formula. J. Comput. Phys. 330 (2017)
Matthew R. Kirchner, Gary A. Hewer, Jérôme Darbon, Stanley J. Osher
A Primal-Dual Method for Optimal Control and Trajectory Generation in High-Dimensional Systems. CoRR (2017)
Matthew R. Kirchner, Robert T. Mar, Gary A. Hewer, Jérôme Darbon, Stanley J. Osher, Yat Tin Chow
Time-Optimal Collaborative Guidance using the Generalized Hopf Formula. CoRR (2017)
Yat Tin Chow, Jérôme Darbon, Stanley J. Osher, Wotao Yin
Algorithm for Overcoming the Curse of Dimensionality For Time-Dependent Non-convex Hamilton-Jacobi Equations Arising From Optimal Control and Differential Games Problems. J. Sci. Comput. 73 (2-3) (2017)
Jérôme Darbon
On Convex Finite-Dimensional Variational Methods in Imaging Sciences and Hamilton-Jacobi Equations. SIAM J. Imaging Sci. 8 (4) (2015)
Vincent Israel-Jost, Jérôme Darbon, Elsa D. Angelini, Isabelle Bloch
On the implementation of the multi-phase region segmentation, solving the hidden phase problem. ICIP (2014)
Alexandre Borghi, Jérôme Darbon, Sylvain Peyronnet, Tony F. Chan, Stanley J. Osher
A Simple Compressive Sensing Algorithm for Parallel Many-Core Architectures. J. Signal Process. Syst. 71 (1) (2013)
Vincent Israel-Jost, Jérôme Darbon, Elsa D. Angelini, Isabelle Bloch
Conciliating syntactic and semantic constraints for multi-phase and multi-channel region segmentation. Comput. Vis. Image Underst. 117 (8) (2013)
Aymen Shabou, Jérôme Darbon, Florence Tupin
Multilabel partition moves for MRF optimization. Image Vis. Comput. 31 (1) (2013)
Igor Ciril, Jérôme Darbon
Image Denoising with a Constrained Discrete Total Variation Scale Space. DGCI (2011)
Aymen Shabou, Jérôme Darbon, Florence Tupin
A Markovian Approach for InSAR Phase Reconstruction With Mixed Discrete and Continuous Optimization. IEEE Geosci. Remote. Sens. Lett. 8 (3) (2011)
Elisa H. Barney Smith, Jérôme Darbon, Laurence Likforman-Sulem
A mask-based enhancement method for historical documents. DRR (2011)
Alexandre Borghi, Jérôme Darbon, Sylvain Peyronnet
-Compressive Sensing problem using a modified Dantzig-Wolfe method. Theor. Comput. Sci. 412 (15) (2011)
Laurence Likforman-Sulem, Jérôme Darbon, Elisa H. Barney Smith
Enhancement of historical printed document images by combining Total Variation regularization and Non-local Means filtering. Image Vis. Comput. 29 (5) (2011)
Elisa H. Barney Smith, Laurence Likforman-Sulem, Jérôme Darbon
Effect of pre-processing on binarization. DRR (2010)
Alexandre Borghi, Jérôme Darbon, Sylvain Peyronnet, Tony F. Chan, Stanley J. Osher
A Compressive Sensing Algorithm for Many-Core Architectures. ISVC (2) (2010)
Antonin Chambolle, Jérôme Darbon
On Total Variation Minimization and Surface Evolution Using Parametric Maximum Flows. Int. J. Comput. Vis. 84 (3) (2009)
Jamal Atif, Jérôme Darbon
Copula-set measures on topographic maps for change detection. ICIP (2009)
Loïc Denis, Florence Tupin, Jérôme Darbon, Marc Sigelle
SAR Image Regularization With Fast Approximate Discrete Minimization. IEEE Trans. Image Process. 18 (7) (2009)
Laurence Likforman-Sulem, Jérôme Darbon, Elisa H. Barney Smith
Pre-Processing of Degraded Printed Documents by Non-local Means and Total Variation. ICDAR (2009)
Jérôme Darbon
Global optimization for first order Markov Random Fields with submodular priors. Discret. Appl. Math. 157 (16) (2009)
Loïc Denis, Florence Tupin, Jérôme Darbon, Marc Sigelle
Joint Regularization of Phase and Amplitude of InSAR Data: Application to 3-D Reconstruction. IEEE Trans. Geosci. Remote. Sens. 47 (11) (2009)
Aymen Shabou, Florence Tupin, Jérôme Darbon
A graph-cut based algorithm for approximate MRF optimization. ICIP (2009)
Jérôme Darbon, Igor Ciril, Antonio Marquina, Tony F. Chan, Stanley J. Osher
A note on the Bregmanized Total Variation and dual forms. ICIP (2009)
Jérôme Darbon, Alexandre Cunha, Tony F. Chan, Stanley J. Osher, Grant J. Jensen
Fast nonlocal filtering applied to electron cryomicroscopy. ISBI (2008)
Loïc Denis, Florence Tupin, Jérôme Darbon, Marc Sigelle
A Regularization Approach for InSAR and Optical Data Fusion. IGARSS (2) (2008)
Wotao Yin, Stanley J. Osher, Donald Goldfarb, Jérôme Darbon
-Minimization with Applications to Compressed Sensing. SIAM J. Imaging Sci. 1 (1) (2008)
Jérôme Darbon
Global Optimization for First Order Markov Random Fields with Submodular Priors. IWCIA (2008)
Loïc Denis, Florence Tupin, Jérôme Darbon, Marc Sigelle
Joint Filtering of SAR Interferometric and Amplitude Data in Urban Areas by TV Minimization. IGARSS (5) (2008)
Jérôme Darbon
A Note on the Discrete Binary Mumford-Shah Model. MIRAGE (2007)
Geoffroy Fouquier, Laurence Likforman-Sulem, Jérôme Darbon, Bülent Sankur
The Biosecure Geometry-Based System for Hand Modality. ICASSP (1) (2007)
Alexandre Cunha, Jérôme Darbon, Tony F. Chan, Arthur W. Toga
Fast and Accurate Feature Detection and Triangulation Using Total Variation Filtering of Biological Images. ISBI (2007)
Jérôme Darbon, Marc Sigelle, Florence Tupin
The use of levelable regularization functions for MRF restoration of SAR images while preserving reflectivity. Computational Imaging (2007)
Mickael Chekroun, Jérôme Darbon, Igor Ciril
On a Polynomial Vector Field Model for Shape Representation. ICIAR (2) (2006)
Jérôme Darbon, Marc Sigelle
Image Restoration with Discrete Constrained Total Variation Part II: Levelable Functions, Convex Priors and Non-Convex Cases. J. Math. Imaging Vis. 26 (3) (2006)
Jérôme Darbon, Marc Sigelle
Image Restoration with Discrete Constrained Total Variation Part I: Fast and Exact Optimization. J. Math. Imaging Vis. 26 (3) (2006)
David Lesage, Jérôme Darbon, Ceyhun Burak Akgül
An Efficient Algorithm for Connected Attribute Thinnings and Thickenings. ISVC (2) (2006)
Erdem Yörük, Ender Konukoglu, Bülent Sankur, Jérôme Darbon
Shape-Based Hand Recognition. IEEE Trans. Image Process. 15 (7) (2006)
Jérôme Darbon, Ceyhun Burak Akgül
An efficient algorithm for attribute openings and closings. EUSIPCO (2005)
Jérôme Darbon, Marc Sigelle
A Fast and Exact Algorithm for Total Variation Minimization. IbPRIA (1) (2005)
Jérôme Darbon, Sylvain Peyronnet
A Vectorial Self-dual Morphological Filter Based on Total Variation Minimization. ISVC (2005)
Erdem Yörük, Ender Konukoglu, Bülent Sankur, Jérôme Darbon
Person authentication based on hand shape. EUSIPCO (2004)
Jérôme Darbon, Marc Sigelle
Exact Optimization of Discrete Constrained Total Variation Minimization Problems. IWCIA (2004)
Jérôme Darbon, Bülent Sankur, Henri Maître
Error correcting code performance for watermark protection. Security and Watermarking of Multimedia Contents (2001)
Thierry Géraud, Pierre-Yves Strub, Jérôme Darbon
Color image segmentation based on automatic morphological clustering. ICIP (3) (2001)