Color image segmentation based on automatic morphological clustering. - Thierry Géraud; Pierre-Yves Strub; Jérôme Darbon (ICIP (3), 2001)

Error correcting code performance for watermark protection. - Jérôme Darbon; Bülent Sankur; Henri Maître (Security and Watermarking of Multimedia Contents, 2001)

Person authentication based on hand shape. - Erdem Yörük; Ender Konukoglu; Bülent Sankur; Jérôme Darbon (EUSIPCO, 2004)

Exact Optimization of Discrete Constrained Total Variation Minimization Problems. - Jérôme Darbon; Marc Sigelle (IWCIA, 2004)

An efficient algorithm for attribute openings and closings. - Jérôme Darbon; Ceyhun Burak Akgül (EUSIPCO, 2005)

A Fast and Exact Algorithm for Total Variation Minimization. - Jérôme Darbon; Marc Sigelle (IbPRIA (1), 2005)

A Vectorial Self-dual Morphological Filter Based on Total Variation Minimization. - Jérôme Darbon; Sylvain Peyronnet (ISVC, 2005)

On a Polynomial Vector Field Model for Shape Representation. - Mickael Chekroun; Jérôme Darbon; Igor Ciril (ICIAR (2), 2006)

An Efficient Algorithm for Connected Attribute Thinnings and Thickenings. - David Lesage; Jérôme Darbon; Ceyhun Burak Akgül (ISVC (2), 2006)

Image Restoration with Discrete Constrained Total Variation Part I: Fast and Exact Optimization. - Jérôme Darbon; Marc Sigelle (J. Math. Imaging Vis., 2006)

Image Restoration with Discrete Constrained Total Variation Part II: Levelable Functions, Convex Priors and Non-Convex Cases. - Jérôme Darbon; Marc Sigelle (J. Math. Imaging Vis., 2006)

Shape-Based Hand Recognition. - Erdem Yörük; Ender Konukoglu; Bülent Sankur; Jérôme Darbon (IEEE Trans. Image Process., 2006)

The use of levelable regularization functions for MRF restoration of SAR images while preserving reflectivity. - Jérôme Darbon; Marc Sigelle; Florence Tupin (Computational Imaging, 2007)

The Biosecure Geometry-Based System for Hand Modality. - Geoffroy Fouquier; Laurence Likforman-Sulem; Jérôme Darbon; Bülent Sankur (ICASSP (1), 2007)

Fast and Accurate Feature Detection and Triangulation Using Total Variation Filtering of Biological Images. - Alexandre Cunha; Jérôme Darbon; Tony F. Chan; Arthur W. Toga (ISBI, 2007)

A Note on the Discrete Binary Mumford-Shah Model. - Jérôme Darbon (MIRAGE, 2007)

Joint Filtering of SAR Interferometric and Amplitude Data in Urban Areas by TV Minimization. - Loïc Denis; Florence Tupin; Jérôme Darbon; Marc Sigelle (IGARSS (5), 2008)

A Regularization Approach for InSAR and Optical Data Fusion. - Loïc Denis; Florence Tupin; Jérôme Darbon; Marc Sigelle (IGARSS (2), 2008)

Fast nonlocal filtering applied to electron cryomicroscopy. - Jérôme Darbon; Alexandre Cunha; Tony F. Chan; Stanley J. Osher; Grant J. Jensen (ISBI, 2008)

Bregman Iterative Algorithms for ell1-Minimization with Applications to Compressed Sensing. - Wotao Yin; Stanley J. Osher; Donald Goldfarb; Jérôme Darbon (SIAM J. Imaging Sci., 2008)

Pre-Processing of Degraded Printed Documents by Non-local Means and Total Variation. - Laurence Likforman-Sulem; Jérôme Darbon; Elisa H. Barney Smith (ICDAR, 2009)

Copula-set measures on topographic maps for change detection. - Jamal Atif; Jérôme Darbon (ICIP, 2009)

A note on the Bregmanized Total Variation and dual forms. - Jérôme Darbon; Igor Ciril; Antonio Marquina; Tony F. Chan; Stanley J. Osher (ICIP, 2009)

A graph-cut based algorithm for approximate MRF optimization. - Aymen Shabou; Florence Tupin; Jérôme Darbon (ICIP, 2009)

Global optimization for first order Markov Random Fields with submodular priors. - Jérôme Darbon (Discret. Appl. Math., 2009)

On Total Variation Minimization and Surface Evolution Using Parametric Maximum Flows. - Antonin Chambolle; Jérôme Darbon (Int. J. Comput. Vis., 2009)

Joint Regularization of Phase and Amplitude of InSAR Data: Application to 3-D Reconstruction. - Loïc Denis; Florence Tupin; Jérôme Darbon; Marc Sigelle (IEEE Trans. Geosci. Remote. Sens., 2009)

SAR Image Regularization With Fast Approximate Discrete Minimization. - Loïc Denis; Florence Tupin; Jérôme Darbon; Marc Sigelle (IEEE Trans. Image Process., 2009)

Effect of pre-processing on binarization. - Elisa H. Barney Smith; Laurence Likforman-Sulem; Jérôme Darbon (DRR, 2010)

A Compressive Sensing Algorithm for Many-Core Architectures. - Alexandre Borghi; Jérôme Darbon; Sylvain Peyronnet; Tony F. Chan; Stanley J. Osher (ISVC (2), 2010)

Image Denoising with a Constrained Discrete Total Variation Scale Space. - Igor Ciril; Jérôme Darbon (DGCI, 2011)

A mask-based enhancement method for historical documents. - Elisa H. Barney Smith; Jérôme Darbon; Laurence Likforman-Sulem (DRR, 2011)

Enhancement of historical printed document images by combining Total Variation regularization and Non-local Means filtering. - Laurence Likforman-Sulem; Jérôme Darbon; Elisa H. Barney Smith (Image Vis. Comput., 2011)

A Markovian Approach for InSAR Phase Reconstruction With Mixed Discrete and Continuous Optimization. - Aymen Shabou; Jérôme Darbon; Florence Tupin (IEEE Geosci. Remote. Sens. Lett., 2011)

Exact optimization for the ℓ1-Compressive Sensing problem using a modified Dantzig-Wolfe method. - Alexandre Borghi; Jérôme Darbon; Sylvain Peyronnet (Theor. Comput. Sci., 2011)

Conciliating syntactic and semantic constraints for multi-phase and multi-channel region segmentation. - Vincent Israel-Jost; Jérôme Darbon; Elsa D. Angelini; Isabelle Bloch (Comput. Vis. Image Underst., 2013)

Multilabel partition moves for MRF optimization. - Aymen Shabou; Jérôme Darbon; Florence Tupin (Image Vis. Comput., 2013)

A Simple Compressive Sensing Algorithm for Parallel Many-Core Architectures. - Alexandre Borghi; Jérôme Darbon; Sylvain Peyronnet; Tony F. Chan; Stanley J. Osher (J. Signal Process. Syst., 2013)

On the implementation of the multi-phase region segmentation, solving the hidden phase problem. - Vincent Israel-Jost; Jérôme Darbon; Elsa D. Angelini; Isabelle Bloch (ICIP, 2014)

On Convex Finite-Dimensional Variational Methods in Imaging Sciences and Hamilton-Jacobi Equations. - Jérôme Darbon (SIAM J. Imaging Sci., 2015)

Revisiting the redistancing problem using the Hopf-Lax formula. - Byungjoon Lee 001; Jérôme Darbon; Stanley J. Osher; Myungjoo Kang (J. Comput. Phys., 2017)

Algorithm for Overcoming the Curse of Dimensionality For Time-Dependent Non-convex Hamilton-Jacobi Equations Arising From Optimal Control and Differential Games Problems. - Yat Tin Chow; Jérôme Darbon; Stanley J. Osher; Wotao Yin (J. Sci. Comput., 2017)

A Primal-Dual Method for Optimal Control and Trajectory Generation in High-Dimensional Systems. - Matthew R. Kirchner; Gary A. Hewer; Jérôme Darbon; Stanley J. Osher (CCTA, 2018)

A Simple and Exact Algorithm to Solve Linear Problems with ell ^1 -Based Regularizers. - Yohann Tendero; Igor Ciril; Jérôme Darbon (VISIGRAPP (Revised Selected Papers), 2018)

A Simple and Exact Algorithm to Solve l1 Linear Problems - Application to the Compressive Sensing Method. - Igor Ciril; Jérôme Darbon; Yohann Tendero (VISIGRAPP (4: VISAPP), 2018)

Time-Optimal Collaborative Guidance Using the Generalized Hopf Formula. - Matthew R. Kirchner; Robert T. Mar; Gary A. Hewer; Jérôme Darbon; Stanley J. Osher; Yat Tin Chow (IEEE Control. Syst. Lett., 2018)

Numerical Simulation of Landscape Evolution Models. - Marc Lebrun; Miguel Colom; Jérôme Darbon; Jean-Michel Morel (Image Process. Line, 2018)

Optimal Trajectories of a UAV Base Station Using Lagrangian Mechanics. - Marceau Coupechoux; Jérôme Darbon; Jean-Marc Kelif; Marc Sigelle (INFOCOM Workshops, 2019)

Algorithm for overcoming the curse of dimensionality for state-dependent Hamilton-Jacobi equations. - Yat Tin Chow; Jérôme Darbon; Stanley J. Osher; Wotao Yin (J. Comput. Phys., 2019)

On the Convergence and generalization of Physics Informed Neural Networks. - Yeonjong Shin; Jérôme Darbon; George Em Karniadakis (CoRR, 2020)

On Decomposition Models in Imaging Sciences and Multi-time Hamilton-Jacobi Partial Differential Equations. - Jérôme Darbon; Tingwei Meng (SIAM J. Imaging Sci., 2020)

A Caputo fractional derivative-based algorithm for optimization. - Yeonjong Shin; Jérôme Darbon; George Em Karniadakis (CoRR, 2021)

Connecting Hamilton-Jacobi partial differential equations with maximum a posteriori and posterior mean estimators for some non-convex priors. - Jérôme Darbon; Gabriel Provencher Langlois; Tingwei Meng (CoRR, 2021)

On Hamilton-Jacobi PDEs and image denoising models with certain non-additive noise. - Jérôme Darbon; Tingwei Meng; Elena Resmerita (CoRR, 2021)

Accelerated nonlinear primal-dual hybrid gradient algorithms with applications to machine learning. - Jérôme Darbon; Gabriel Provencher Langlois (CoRR, 2021)

Efficient and robust high-dimensional sparse logistic regression via nonlinear primal-dual hybrid gradient algorithms. - Jérôme Darbon; Gabriel Provencher Langlois (CoRR, 2021)

On some neural network architectures that can represent viscosity solutions of certain high dimensional Hamilton-Jacobi partial differential equations. - Jérôme Darbon; Tingwei Meng (J. Comput. Phys., 2021)

On Bayesian Posterior Mean Estimators in Imaging Sciences and Hamilton-Jacobi Partial Differential Equations. - Jérôme Darbon; Gabriel Provencher Langlois (J. Math. Imaging Vis., 2021)

An Algorithm Solving Compressive Sensing Problem Based on Maximal Monotone Operators. - Yohann Tendero; Igor Ciril; Jérôme Darbon; Susana Serna (SIAM J. Sci. Comput., 2021)

SympOCnet: Solving optimal control problems with applications to high-dimensional multi-agent path planning problems. - Tingwei Meng; Zhen Zhang 029; Jérôme Darbon; George Em Karniadakis (CoRR, 2022)

On Hamilton-Jacobi PDEs and Image Denoising Models with Certain Nonadditive Noise. - Jérôme Darbon; Tingwei Meng; Elena Resmerita (J. Math. Imaging Vis., 2022)

SympOCnet: Solving Optimal Control Problems with Applications to High-Dimensional Multiagent Path Planning Problems. - Tingwei Meng; Zhen Zhang 029; Jérôme Darbon; George E. Karniadakis (SIAM J. Sci. Comput., 2022)

Leveraging Multi-time Hamilton-Jacobi PDEs for Certain Scientific Machine Learning Problems. - Paula X. Chen; Tingwei Meng; Zongren Zou; Jérôme Darbon; George Em Karniadakis (CoRR, 2023)

Neural network architectures using min-plus algebra for solving certain high-dimensional optimal control problems and Hamilton-Jacobi PDEs. - Jérôme Darbon; Peter M. Dower; Tingwei Meng (Math. Control. Signals Syst., 2023)

Accelerating gradient descent and Adam via fractional gradients. - Yeonjong Shin; Jérôme Darbon; George Em Karniadakis (Neural Networks, 2023)

Optimal Trajectories of a UAV Base Station Using Hamilton-Jacobi Equations. - Marceau Coupechoux; Jérôme Darbon; Jean-Marc Kélif; Marc Sigelle (IEEE Trans. Mob. Comput., 2023)

Leveraging Hamilton-Jacobi PDEs with time-dependent Hamiltonians for continual scientific machine learning. - Paula X. Chen; Tingwei Meng; Zongren Zou; Jérôme Darbon; George Em Karniadakis (L4DC, 2024)

A Scalable Algorithm for the Optimal Trajectory of a Massive Swarm of UAV Base Stations Using Lagrangian Mechanics. - Marceau Coupechoux; Jérôme Darbon; Jean-Marc Kélif; Marc Sigelle (WiMob, 2024)

Hopf-type representation formulas and efficient algorithms for certain high-dimensional optimal control problems. - Paula X. Chen; Jérôme Darbon; Tingwei Meng (Comput. Math. Appl., 2024)

HJ-sampler: A Bayesian sampler for inverse problems of a stochastic process by leveraging Hamilton-Jacobi PDEs and score-based generative models. - Tingwei Meng; Zongren Zou; Jérôme Darbon; George Em Karniadakis (CoRR, 2024)

Automatic discovery of optimal meta-solvers via multi-objective optimization. - Youngkyu Lee; Shanqing Liu; Jérôme Darbon; George Em Karniadakis (CoRR, 2024)

Leveraging Viscous Hamilton-Jacobi PDEs for Uncertainty Quantification in Scientific Machine Learning. - Zongren Zou; Tingwei Meng; Paula X. Chen; Jérôme Darbon; George Em Karniadakis (SIAM/ASA J. Uncertain. Quantification, 2024)

Leveraging Multitime Hamilton-Jacobi PDEs for Certain Scientific Machine Learning Problems. - Paula X. Chen; Tingwei Meng; Zongren Zou; Jérôme Darbon; George Em Karniadakis (SIAM J. Sci. Comput., 2024)

Efficient First-Order Algorithms for Large-Scale, Non-Smooth Maximum Entropy Models with Application to Wildfire Science. - Gabriel Provencher Langlois; Jatan Buch; Jérôme Darbon (Entropy, 2024)

A Time-Dependent Symplectic Network for Nonconvex Path Planning Problems with Linear and Nonlinear Dynamics. - Zhen Zhang 029; Chenye Wang; Shanqing Liu; Jérôme Darbon; George Em Karniadakis (SIAM J. Sci. Comput., 2025)

Automatic selection of the best neural architecture for time series forecasting via multi-objective optimization and Pareto optimality conditions. - Qianying Cao; Shanqing Liu; Alan John Varghese; Jérôme Darbon; Michael S. Triantafyllou; George Em Karniadakis (CoRR, 2025)

Which Optimizer Works Best for Physics-Informed Neural Networks and Kolmogorov-Arnold Networks? - Elham Kiyani; Khemraj Shukla; Jorge F. Urbán; Jérôme Darbon; George Em Karniadakis (CoRR, 2025)

Automatic discovery of optimal meta-solvers for time-dependent nonlinear PDEs. - Youngkyu Lee; Shanqing Liu; Jérôme Darbon; George Em Karniadakis (CoRR, 2025)

Exact and efficient basis pursuit denoising via differential inclusions and a selection principle. - Gabriel Provencher Langlois; Jérôme Darbon (CoRR, 2025)