Antonin Chambolle

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 35

Top Topics

Occlusion Detection

Diffusion Models

Total Variation

Convex Optimization

Top Venues

J. Math. Imaging Vis.

Publications

Antonin Chambolle, Claire Delplancke, Matthias J. Ehrhardt, Carola-Bibiane Schönlieb, Junqi Tang
Stochastic Primal-Dual Hybrid Gradient Algorithm with Adaptive Step Sizes. J. Math. Imaging Vis. 66 (3) (2024)
Samuel Hurault, Antonin Chambolle, Arthur Leclaire, Nicolas Papadakis
Convergent Plug-and-Play with Proximal Denoiser and Unconstrained Regularization Parameter. J. Math. Imaging Vis. 66 (4) (2024)
Martin Zach, Erich Kobler, Antonin Chambolle, Thomas Pock
Product of Gaussian Mixture Diffusion Models. J. Math. Imaging Vis. 66 (4) (2024)
Lea Bogensperger, Antonin Chambolle, Alexander Effland, Thomas Pock
Learned Discretization Schemes for the Second-Order Total Generalized Variation. CoRR (2023)
Samuel Hurault, Antonin Chambolle, Arthur Leclaire, Nicolas Papadakis
A relaxed proximal gradient descent algorithm for convergent plug-and-play with proximal denoiser. CoRR (2023)
Martin Zach, Thomas Pock, Erich Kobler, Antonin Chambolle
Explicit Diffusion of Gaussian Mixture Model Based Image Priors. SSVM (2023)
Samuel Hurault, Antonin Chambolle, Arthur Leclaire, Nicolas Papadakis
Convergent plug-and-play with proximal denoiser and unconstrained regularization parameter. CoRR (2023)
Lea Bogensperger, Antonin Chambolle, Alexander Effland, Thomas Pock
Learned Discretization Schemes for the Second-Order Total Generalized Variation. SSVM (2023)
Samuel Hurault, Antonin Chambolle, Arthur Leclaire, Nicolas Papadakis
A Relaxed Proximal Gradient Descent Algorithm for Convergent Plug-and-Play with Proximal Denoiser. SSVM (2023)
Martin Zach, Thomas Pock, Erich Kobler, Antonin Chambolle
Explicit Diffusion of Gaussian Mixture Model Based Image Priors. CoRR (2023)
Antonin Chambolle, Leonard Kreutz
Crystallinity of the Homogenized Energy Density of Periodic Lattice Systems. Multiscale Model. Simul. 21 (1) (2023)
Antonin Chambolle, Vincent Duval, João Miguel Machado
The Total Variation-Wasserstein Problem: A New Derivation of the Euler-Lagrange Equations. GSI (1) (2023)
Lea Bogensperger, Antonin Chambolle, Thomas Pock
Convergence of a Piggyback-Style Method for the Differentiation of Solutions of Standard Saddle-Point Problems. SIAM J. Math. Data Sci. 4 (3) (2022)
Antonin Chambolle, Juan Pablo Contreras
Accelerated Bregman Primal-Dual Methods Applied to Optimal Transport and Wasserstein Barycenter Problems. SIAM J. Math. Data Sci. 4 (4) (2022)
Antonin Chambolle, Robert Tovey
"FISTA" in Banach spaces with adaptive discretisations. Comput. Optim. Appl. 83 (3) (2022)
Antonin Chambolle, Thomas Pock
Learning Consistent Discretizations of the Total Variation. SIAM J. Imaging Sci. 14 (2) (2021)
Julian Rasch, Antonin Chambolle
Inexact first-order primal-dual algorithms. Comput. Optim. Appl. 76 (2) (2020)
Antonin Chambolle, Thomas Pock
Crouzeix-Raviart Approximation of the Total Variation on Simplicial Meshes. J. Math. Imaging Vis. 62 (6-7) (2020)
Michel Barlaud, Antonin Chambolle, Jean-Baptiste Caillau
Classification and feature selection using a primal-dual method and projection on structured constraints. ICPR (2020)
Antonin Chambolle, Martin Holler, Thomas Pock
A Convex Variational Model for Learning Convolutional Image Atoms from Incomplete Data. J. Math. Imaging Vis. 62 (3) (2020)
Michel Barlaud, Antonin Chambolle, Jean-Baptiste Caillau
Robust supervised classification and feature selection using a primal-dual method. CoRR (2019)
Luca Calatroni, Antonin Chambolle
Backtracking Strategies for Accelerated Descent Methods with Smooth Composite Objectives. SIAM J. Optim. 29 (3) (2019)
Gregery T. Buzzard, Antonin Chambolle, Jonathan D. Cohen, Stacey Levine, Bradley J. Lucier
Pointwise Besov Space Smoothing of Images. J. Math. Imaging Vis. 61 (1) (2019)
Antonin Chambolle, Thomas Pock
Total roto-translational variation. Numerische Mathematik 142 (3) (2019)
Claire Boyer, Antonin Chambolle, Yohann de Castro, Vincent Duval, Frédéric de Gournay, Pierre Weiss
On Representer Theorems and Convex Regularization. SIAM J. Optim. 29 (2) (2019)
Antonin Chambolle, Matteo Novaga, Valerio Pagliari
On the convergence rate of some nonlocal energies. CoRR (2019)
Claire Boyer, Antonin Chambolle, Yohann de Castro, Vincent Duval, Frédéric de Gournay, Pierre Weiss
On Representer Theorems and Convex Regularization. CoRR (2018)
Antonin Chambolle, Matthias J. Ehrhardt, Peter Richtárik, Carola-Bibiane Schönlieb
Stochastic Primal-Dual Hybrid Gradient Algorithm with Arbitrary Sampling and Imaging Applications. SIAM J. Optim. 28 (4) (2018)
Claire Boyer, Antonin Chambolle, Yohann de Castro, Vincent Duval, Frédéric de Gournay, Pierre Weiss
Convex Regularization and Representer Theorems. CoRR (2018)
Antonin Chambolle, Matthias J. Ehrhardt, Peter Richtárik, Carola-Bibiane Schönlieb
Stochastic Primal-Dual Hybrid Gradient Algorithm with Arbitrary Sampling and Imaging Applications. CoRR (2017)
Antonin Chambolle, Jimmy Lamboley, Antoine Lemenant, Eugene Stepanov
Regularity for the Optimal Compliance Problem with Length Penalization. SIAM J. Math. Anal. 49 (2) (2017)
Antonin Chambolle, Pauline Tan, Samuel Vaiter
Accelerated Alternating Descent Methods for Dykstra-Like Problems. J. Math. Imaging Vis. 59 (3) (2017)
Pauline Tan, Antonin Chambolle, Pascal Monasse
Occlusion detection in dense stereo estimation with convex optimization. ICIP (2017)
Antonin Chambolle, Thomas Pock
On the ergodic convergence rates of a first-order primal-dual algorithm. Math. Program. 159 (1-2) (2016)
Antonin Chambolle, Thomas Pock
An introduction to continuous optimization for imaging. Acta Numer. 25 (2016)
Antonin Chambolle, Charles Dossal
On the Convergence of the Iterates of the "Fast Iterative Shrinkage/Thresholding Algorithm". J. Optim. Theory Appl. 166 (3) (2015)
Etienne Corman, Maks Ovsjanikov, Antonin Chambolle
Continuous Matching via Vector Field Flow. Comput. Graph. Forum 34 (5) (2015)
Evgeny Strekalovskiy, Antonin Chambolle, Daniel Cremers
Convex Relaxation of Vectorial Problems with Coupled Regularization. SIAM J. Imaging Sci. 7 (1) (2014)
Khalid Jalalzai, Antonin Chambolle
Properties of minimizers of the total variation and of the solutions of the total variation flow. ICIP (2014)
Etienne Corman, Maks Ovsjanikov, Antonin Chambolle
Supervised Descriptor Learning for Non-Rigid Shape Matching. ECCV Workshops (4) (2014)
Antonin Chambolle, Khalid Jalalzai
Adapted Basis for Nonlocal Reconstruction of Missing Spectrum. SIAM J. Imaging Sci. 7 (3) (2014)
Antonin Chambolle, Michael Hintermüller, Thomas Pock, Christoph Schnörr, Gabriele Steidl
Guest Editorial: Variational Models, Convex Analysis and Numerical Optimization in Mathematical Imaging. J. Math. Imaging Vis. 47 (3) (2013)
Antonin Chambolle, Massimiliano Morini, Marcello Ponsiglione
A Nonlocal Mean Curvature Flow and Its Semi-implicit Time-Discrete Approximation. SIAM J. Math. Anal. 44 (6) (2012)
Antonin Chambolle, Daniel Cremers, Thomas Pock
A Convex Approach to Minimal Partitions. SIAM J. Imaging Sci. 5 (4) (2012)
Simone Cacace, Antonin Chambolle, Régis Monneau
A posteriori error estimates for the effective Hamiltonian of dislocation dynamics. Numerische Mathematik 121 (2) (2012)
Evgeny Strekalovskiy, Antonin Chambolle, Daniel Cremers
A convex representation for the vectorial Mumford-Shah functional. CVPR (2012)
Thomas Pock, Antonin Chambolle
Diagonal preconditioning for first order primal-dual algorithms in convex optimization. ICCV (2011)
Antonin Chambolle, Stacey Levine, Bradley J. Lucier
An Upwind Finite-Difference Method for Total Variation-Based Image Smoothing. SIAM J. Imaging Sci. 4 (1) (2011)
Antonin Chambolle, Thomas Pock
A First-Order Primal-Dual Algorithm for Convex Problems with Applications to Imaging. J. Math. Imaging Vis. 40 (1) (2011)
Thomas Pock, Daniel Cremers, Horst Bischof, Antonin Chambolle
Global Solutions of Variational Models with Convex Regularization. SIAM J. Imaging Sci. 3 (4) (2010)
Antonin Chambolle, Gilles A. Francfort, Jean-Jacques Marigo
Revisiting Energy Release Rates in Brittle Fracture. J. Nonlinear Sci. 20 (4) (2010)
Antonin Chambolle, Gilles Thouroude
Homogenization of interfacial energies and construction of plane-like minimizers in periodic media through a cell problem. Networks Heterog. Media 4 (1) (2009)
Antonin Chambolle, Jérôme Darbon
On Total Variation Minimization and Surface Evolution Using Parametric Maximum Flows. Int. J. Comput. Vis. 84 (3) (2009)
Khalid Jalalzai, Antonin Chambolle
Enhancement of Blurred and Noisy Images Based on an Original Variant of the Total Variation. SSVM (2009)
Thomas Pock, Antonin Chambolle, Daniel Cremers, Horst Bischof
A convex relaxation approach for computing minimal partitions. CVPR (2009)
Thomas Pock, Daniel Cremers, Horst Bischof, Antonin Chambolle
An algorithm for minimizing the Mumford-Shah functional. ICCV (2009)
Antonin Chambolle, Margherita Solci
Interaction of a Bulk and a Surface Energy with a Geometrical Constraint. SIAM J. Math. Anal. 39 (1) (2007)
Vicent Caselles, Antonin Chambolle, Matteo Novaga
The Discontinuity Set of Solutions of the TV Denoising Problem and Some Extensions. Multiscale Model. Simul. 6 (3) (2007)
Florent Ranchin, Antonin Chambolle, Françoise Dibos
Total Variation Minimization and Graph Cuts for Moving Objects Segmentation. SSVM (2007)
Florent Ranchin, Antonin Chambolle, Françoise Dibos
Total Variation Minimization and Graph Cuts for Moving Objects Segmentation CoRR (2006)
Antonin Chambolle, Matteo Novaga
Convergence of an Algorithm for the Anisotropic and Crystalline Mean Curvature Flow. SIAM J. Math. Anal. 37 (6) (2006)
Jean-François Aujol, Gilles Aubert, Laure Blanc-Féraud, Antonin Chambolle
Image Decomposition into a Bounded Variation Component and an Oscillating Component. J. Math. Imaging Vis. 22 (1) (2005)
Jean-François Aujol, Antonin Chambolle
Dual Norms and Image Decomposition Models. Int. J. Comput. Vis. 63 (1) (2005)
Antonin Chambolle
Total Variation Minimization and a Class of Binary MRF Models. EMMCVPR (2005)
Julien Bect, Laure Blanc-Féraud, Gilles Aubert, Antonin Chambolle
-Unified Variational Framework for Image Restoration. ECCV (4) (2004)
Antonin Chambolle
An Algorithm for Total Variation Minimization and Applications. J. Math. Imaging Vis. 20 (1-2) (2004)
Jean-François Aujol, Gilles Aubert, Laure Blanc-Féraud, Antonin Chambolle
Image Decomposition Application to SAR Images. Scale-Space (2003)
Antonin Chambolle, Eric Bonnetier
Computing the Equilibrium Configuration of Epitaxially Strained Crystalline Films. SIAM J. Appl. Math. 62 (4) (2002)
Antonin Chambolle, Bradley J. Lucier
Interpreting translation-invariant wavelet shrinkage as a new image smoothing scale space. IEEE Trans. Image Process. 10 (7) (2001)
Blaise Bourdin, Antonin Chambolle
Implementation of an adaptive finite-element approximation of the Mumford-Shah functional. Numerische Mathematik 85 (4) (2000)
Antonin Chambolle, Ronald A. DeVore, Nam-Yong Lee, Bradley J. Lucier
Nonlinear wavelet image processing: variational problems, compression, and noise removal through wavelet shrinkage. IEEE Trans. Image Process. 7 (3) (1998)
Antonin Chambolle
Image Segmentation by Variational Methods: Mumford and Shah Functional and the Discrete Approximations. SIAM J. Appl. Math. 55 (3) (1995)
Antonin Chambolle
Partial Differential Equations and Image Processing. ICIP (1) (1994)