Jean-François Aujol

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 49

Top Venues

CoRR

J. Math. Imaging Vis.

SIAM J. Imaging Sci.

ICIP

Publications

Jean-François Aujol, Charles Dossal, Aude Rondepierre
FISTA is an automatic geometrically optimized algorithm for strongly convex functions. Math. Program. 204 (1) (2024)
Hui Shi, Yann Traonmilin, Jean-François Aujol
Batch-Less Stochastic Gradient Descent for Compressive Learning of Deep Regularization for Image Denoising. J. Math. Imaging Vis. 66 (4) (2024)
Yann Traonmilin, Jean-François Aujol, Pierre-Jean Bénard, Arthur Leclaire
On Strong Basins of Attractions for Non-convex Sparse Spike Estimation: Upper and Lower Bounds. J. Math. Imaging Vis. 66 (1) (2024)
Pierre-Jean Bénard, Yann Traonmilin, Jean-François Aujol
Projected Block Coordinate Descent for sparse spike estimation. CoRR (2024)
Hui Shi, Yann Traonmilin, Jean-François Aujol
Compressive Learning of Deep Regularization for Denoising. SSVM (2023)
Chao Wang, Jean-François Aujol, Guy Gilboa, Yifei Lou
Minimizing Quotient Regularization Model. CoRR (2023)
Hui Shi, Yann Traonmilin, Jean-François Aujol
Batch-less stochastic gradient descent for compressive learning of deep regularization for image denoising. CoRR (2023)
Jean-François Aujol, Charles Dossal, Aude Rondepierre
Convergence rates of the Heavy-Ball method under the Łojasiewicz property. Math. Program. 198 (1) (2023)
Axel Baldanza, Jean-François Aujol, Yann Traonmilin, François Alary
Piecewise linear prediction model for action tracking in sports. EUSIPCO (2022)
Dang-Phuong-Lan Nguyen, Jean-François Aujol, Yannick Berthoumieu
Patch-based image Super Resolution using generalized Gaussian mixture model. CoRR (2022)
Jean-François Aujol, Charles Dossal, Aude Rondepierre
Convergence Rates of the Heavy Ball Method for Quasi-strongly Convex Optimization. SIAM J. Optim. 32 (3) (2022)
Anaïs Gastineau, Jean-François Aujol, Yannick Berthoumieu, Christian Germain
Generative Adversarial Network for Pansharpening With Spectral and Spatial Discriminators. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Hui Shi, Yann Traonmilin, Jean-François Aujol
Compressive Learning for Patch-Based Image Denoising. SIAM J. Imaging Sci. 15 (3) (2022)
Pierre-Jean Bénard, Yann Traonmilin, Jean-François Aujol
Fast off-the-grid sparse recovery with over-parametrized projected gradient descent. EUSIPCO (2022)
Vassilis Apidopoulos, Jean-François Aujol, Charles Dossal, Aude Rondepierre
Convergence rates of an inertial gradient descent algorithm under growth and flatness conditions. Math. Program. 187 (1) (2021)
Hui Shi, Yann Traonmilin, Jean-François Aujol
Sketched Learning for Image Denoising. SSVM (2021)
Arthur Renaudeau, Travis Seng, Axel Carlier, Fabien Pierre, François Lauze, Jean-François Aujol, Jean-Denis Durou
Learning Defects in Old Movies from Manually Assisted Restoration. ICPR (2020)
Yann Traonmilin, Jean-François Aujol, Arthur Leclaire
Projected Gradient Descent for Non-Convex Sparse Spike Estimation. IEEE Signal Process. Lett. 27 (2020)
Yann Traonmilin, Jean-François Aujol, Arthur Leclaire
An algorithm for non-convex off-the-grid sparse spike estimation with a minimum separation constraint. CoRR (2020)
Vassilis Apidopoulos, Jean-François Aujol, Charles Dossal
Convergence rate of inertial Forward-Backward algorithm beyond Nesterov's rule. Math. Program. 180 (1) (2020)
Johannes Hertrich, Dang Phoung Lan Nguyen, Jean-François Aujol, Dominique Bernard, Yannick Berthoumieu, Abdellativ Sa'adaldin, Gabriele Steidl
PCA Reduced Gaussian Mixture Models with Applications in Superresolution. CoRR (2020)
Anaïs Gastineau, Jean-François Aujol, Yannick Berthoumieu, Christian Germain
A Residual Dense Generative Adversarial Network For Pansharpening With Geometrical Constraints. ICIP (2020)
Yann Traonmilin, Jean-François Aujol, Arthur Leclaire
The basins of attraction of the global minimizers of non-convex inverse problems with low-dimensional models in infinite dimension. CoRR (2020)
Jean-François Aujol, Jalal Fadili, Michael Hintermüller, Gabriel Peyré, Gerlind Plonka-Hoch, Gabriele Steidl
Guest Editorial JMIV Special Issue Mathematics and Image Analysis (MIA). J. Math. Imaging Vis. 61 (5) (2019)
Pierre Biasutti, Vincent Lepetit, Jean-François Aujol, Mathieu Brédif, Aurélie Bugeau
LU-Net: An Efficient Network for 3D LiDAR Point Cloud Semantic Segmentation Based on End-to-End-Learned 3D Features and U-Net. CoRR (2019)
Pierre Biasutti, Aurélie Bugeau, Jean-François Aujol, Mathieu Brédif
RIU-Net: Embarrassingly simple semantic segmentation of 3D LiDAR point cloud. CoRR (2019)
Pierre Biasutti, Jean-François Aujol, Mathieu Brédif, Aurélie Bugeau
Diffusion and inpainting of reflectance and height LiDAR orthoimages. Comput. Vis. Image Underst. 179 (2019)
Jean-François Aujol, Charles Dossal, Aude Rondepierre
Optimal Convergence Rates for Nesterov Acceleration. SIAM J. Optim. 29 (4) (2019)
Pierre Biasutti, Aurélie Bugeau, Jean-François Aujol, Mathieu Brédif
Visibility Estimation in Point Clouds with Variable Density. VISIGRAPP (4: VISAPP) (2019)
Arthur Renaudeau, François Lauze, Fabien Pierre, Jean-François Aujol, Jean-Denis Durou
Alternate Structural-Textural Video Inpainting for Spot Defects Correction in Movies. SSVM (2019)
Pierre Biasutti, Vincent Lepetit, Jean-François Aujol, Mathieu Brédif, Aurélie Bugeau
LU-Net: An Efficient Network for 3D LiDAR Point Cloud Semantic Segmentation Based on End-to-End-Learned 3D Features and U-Net. ICCV Workshops (2019)
Yvain Quéau, Jean-Denis Durou, Jean-François Aujol
Normal Integration: A Survey. J. Math. Imaging Vis. 60 (4) (2018)
Yvain Quéau, Jean-Denis Durou, Jean-François Aujol
Variational Methods for Normal Integration. J. Math. Imaging Vis. 60 (4) (2018)
Vassilis Apidopoulos, Jean-François Aujol, Charles Dossal
The Differential Inclusion Modeling FISTA Algorithm and Optimality of Convergence Rate in the Case b $\leq3$. SIAM J. Optim. 28 (1) (2018)
Jean-François Aujol, Guy Gilboa, Nicolas Papadakis
Theoretical Analysis of Flows Estimating Eigenfunctions of One-Homogeneous Functionals. SIAM J. Imaging Sci. 11 (2) (2018)
Yann Traonmilin, Jean-François Aujol
The basins of attraction of the global minimizers of the non-convex sparse spikes estimation problem. CoRR (2018)
Brendan Le Bouill, Jean-François Aujol, Yannick Berthoumieu, Charles-Alban Deledalle
Regularised Projection of an Image Domain Triangulation for Disparity Map Refinement. ISIVC (2018)
Fabien Pierre, Jean-François Aujol, Charles-Alban Deledalle, Nicolas Papadakis
Luminance-Guided Chrominance Denoising with Debiased Coupled Total Variation. EMMCVPR (2017)
Mireille El Gheche, Jean-François Aujol, Yannick Berthoumieu, Charles-Alban Deledalle
Texture Reconstruction Guided by a High-Resolution Patch. IEEE Trans. Image Process. 26 (2) (2017)
Yvain Quéau, Jean-Denis Durou, Jean-François Aujol
Normal Integration: A Survey. CoRR (2017)
Fabien Pierre, Jean-François Aujol, Aurélie Bugeau, Vinh-Thong Ta
Interactive Video Colorization Within a Variational Framework. SIAM J. Imaging Sci. 10 (4) (2017)
Fabien Pierre, Jean-François Aujol, Aurélie Bugeau, Gabriele Steidl, Vinh-Thong Ta
Variational Contrast Enhancement of Gray-Scale and RGB Images. J. Math. Imaging Vis. 57 (1) (2017)
Yvain Quéau, Jean-Denis Durou, Jean-François Aujol
Variational Methods for Normal Integration. CoRR (2017)
Marco Bevilacqua, Jean-François Aujol, Mathieu Brédif, Aurélie Bugeau
Visibility estimation and joint inpainting of lidar depth maps. ICIP (2016)
Fabien Pierre, Jean-François Aujol, Aurélie Bugeau, Gabriele Steidl, Vinh-Thong Ta
Hue-preserving perceptual contrast enhancement. ICIP (2016)
Camille Sutour, Jean-François Aujol, Charles-Alban Deledalle
Automatic estimation of the noise level function for adaptive blind denoising. EUSIPCO (2016)
Jean-François Aujol, Mila Nikolova, Nicolas Papadakis
Guest Editorial: Scale-Space and Variational Methods. J. Math. Imaging Vis. 56 (2) (2016)
Moncef Hidane, Mireille El Gheche, Jean-François Aujol, Yannick Berthoumieu, Charles-Alban Deledalle
Image Zoom Completion. IEEE Trans. Image Process. 25 (8) (2016)
Mireille El Gheche, Jean-François Aujol, Yannick Berthoumieu, Charles-Alban Deledalle, Ronan Fablet
Texture synthesis guided by a low-resolution image. IVMSP (2016)
Jean-François Aujol, Charles Dossal
Stability of Over-Relaxations for the Forward-Backward Algorithm, Application to FISTA. SIAM J. Optim. 25 (4) (2015)
Jean-François Aujol, Guy Gilboa, Nicolas Papadakis
Fundamentals of Non-Local Total Variation Spectral Theory. SSVM (2015)
Camille Sutour, Jean-François Aujol, Charles-Alban Deledalle, Baudouin Denis de Senneville
Edge-Based Multi-modal Registration and Application for Night Vision Devices. J. Math. Imaging Vis. 53 (2) (2015)
Fabien Pierre, Jean-François Aujol, Aurélie Bugeau, Nicolas Papadakis, Vinh-Thong Ta
Luminance-Chrominance Model for Image Colorization. SIAM J. Imaging Sci. 8 (1) (2015)
Fabien Pierre, Jean-François Aujol, Aurélie Bugeau, Vinh-Thong Ta
Luminance-Hue Specification in the RGB Space. SSVM (2015)
Camille Sutour, Charles-Alban Deledalle, Jean-François Aujol
Estimation of the Noise Level Function Based on a Nonparametric Detection of Homogeneous Image Regions. SIAM J. Imaging Sci. 8 (4) (2015)
Moncef Hidane, Jean-François Aujol, Yannick Berthoumieu, Charles-Alban Deledalle
Super-resolution from a low- and partial high-resolution image pair. ICIP (2014)
Camille Sutour, Charles-Alban Deledalle, Jean-François Aujol
Adaptive Regularization of the NL-Means: Application to Image and Video Denoising. IEEE Trans. Image Process. 23 (8) (2014)
Camille Sutour, Jean-François Aujol, Charles-Alban Deledalle, Jean-Philippe Domenger
Adaptive regularization of the NL-means for video denoising. ICIP (2014)
Fabien Pierre, Jean-François Aujol, Aurélie Bugeau, Vinh-Thong Ta
A Unified Model for Image Colorization. ECCV Workshops (3) (2014)
Sira Ferradans, Nicolas Papadakis, Gabriel Peyré, Jean-François Aujol
Regularized Discrete Optimal Transport. SIAM J. Imaging Sci. 7 (3) (2014)
Gui-Song Xia, Sira Ferradans, Gabriel Peyré, Jean-François Aujol
Synthesizing and Mixing Stationary Gaussian Texture Models. SIAM J. Imaging Sci. 7 (1) (2014)
Fabien Pierre, Jean-François Aujol, Aurélie Bugeau, Nicolas Papadakis, Vinh-Thong Ta
Exemplar-based colorization in RGB color space. ICIP (2014)
Gilles Aubert, Jean-François Aujol
Poisson Skeleton Revisited: a New Mathematical Perspective. J. Math. Imaging Vis. 48 (1) (2014)
Gabriel Peyré, Jalal Fadili, Jean-François Aujol, Laurent D. Cohen
Guest Editorial - JMIV Special Issue Mathematics and Image Analysis. J. Math. Imaging Vis. 48 (2) (2014)
Romain Yildizoglu, Jean-François Aujol, Nicolas Papadakis
A Convex Formulation for Global Histogram Based Binary Segmentation. EMMCVPR (2013)
Sira Ferradans, Nicolas Papadakis, Julien Rabin, Gabriel Peyré, Jean-François Aujol
Regularized Discrete Optimal Transport. SSVM (2013)
Sira Ferradans, Gui-Song Xia, Gabriel Peyré, Jean-François Aujol
Static and Dynamic Texture Mixing Using Optimal Transport. SSVM (2013)
Sira Ferradans, Nicolas Papadakis, Gabriel Peyré, Jean-François Aujol
Regularized Discrete Optimal Transport. CoRR (2013)
Nicolas Papadakis, Romain Yildizoglu, Jean-François Aujol, Vicent Caselles
High-Dimension Multilabel Problems: Convex or Nonconvex Relaxation? SIAM J. Imaging Sci. 6 (4) (2013)
Gui-Song Xia, Sira Ferradans, Gabriel Peyré, Jean-François Aujol
Compact representations of stationary dynamic textures. ICIP (2012)
Romain Yildizoglu, Jean-François Aujol, Nicolas Papadakis
Active contours without level sets. ICIP (2012)
Sandrine Anthoine, Jean-François Aujol, Yannick Boursier, Clothilde Mélot
On the efficiency of proximal methods in CBCT and PET. ICIP (2011)
Pierre Maurel, Jean-François Aujol, Gabriel Peyré
Locally Parallel Texture Modeling. SIAM J. Imaging Sci. 4 (1) (2011)
Vincent Duval, Jean-François Aujol, Yann Gousseau
A Bias-Variance Approach for the Nonlocal Means. SIAM J. Imaging Sci. 4 (2) (2011)
Vincent Duval, Jean-François Aujol, Luminita A. Vese
Mathematical Modeling of Textures: Application to Color Image Decomposition with a Projected Gradient Algorithm. J. Math. Imaging Vis. 37 (3) (2010)
Jean-François Aujol, Saïd Ladjal, Simon Masnou
Exemplar-Based Inpainting from a Variational Point of View. SIAM J. Math. Anal. 42 (3) (2010)
Jean-François Aujol
Some First-Order Algorithms for Total Variation Based Image Restoration. J. Math. Imaging Vis. 34 (3) (2009)
Bin Luo, Jean-François Aujol, Yann Gousseau
Local Scale Measure for Remote Sensing Images. SSVM (2009)
Bin Luo, Jean-François Aujol, Yann Gousseau
Local Scale Measure from the Topographic Map and Application to Remote Sensing Images. Multiscale Model. Simul. 8 (1) (2009)
Gabriele Facciolo, Andrés Almansa, Jean-François Aujol, Vicent Caselles
Irregular to Regular Sampling, Denoising, and Deconvolution. Multiscale Model. Simul. 7 (4) (2009)
Vincent Duval, Jean-François Aujol, Luminita A. Vese
Projected Gradient Based Color Image Decomposition. SSVM (2009)
Vincent Duval, Jean-François Aujol, Yann Gousseau
The TVL1 Model: A Geometric Point of View. Multiscale Model. Simul. 8 (1) (2009)
Jean-Denis Durou, Jean-François Aujol, Frédéric Courteille
Integrating the Normal Field of a Surface in the Presence of Discontinuities. EMMCVPR (2009)
Pierre Maurel, Jean-François Aujol, Gabriel Peyré
Locally Parallel Textures Modeling with Adapted Hilbert Spaces. EMMCVPR (2009)
Bin Luo, Jean-François Aujol, Yann Gousseau, Saïd Ladjal
Indexing of Satellite Images With Different Resolutions by Wavelet Features. IEEE Trans. Image Process. 17 (8) (2008)
Gilles Aubert, Jean-François Aujol
A Variational Approach to Removing Multiplicative Noise. SIAM J. Appl. Math. 68 (4) (2008)
Gilles Aubert, Jean-François Aujol
A Nonconvex Model to Remove Multiplicative Noise. SSVM (2007)
Bin Luo, Jean-François Aujol, Yann Gousseau, Saïd Ladjal, Henri Maître
Resolution-Independent Characteristic Scale Dedicated to Satellite Images. IEEE Trans. Image Process. 16 (10) (2007)
Jean-François Aujol, Guy Gilboa, Tony F. Chan, Stanley J. Osher
Structure-Texture Image Decomposition - Modeling, Algorithms, and Parameter Selection. Int. J. Comput. Vis. 67 (1) (2006)
Jean-François Aujol, Tony F. Chan
Combining geometrical and textured information to perform image classification. J. Vis. Commun. Image Represent. 17 (5) (2006)
Jean-François Aujol, Sung Ha Kang
Color image decomposition and restoration. J. Vis. Commun. Image Represent. 17 (4) (2006)
Bin Luo, Jean-François Aujol, Yann Gousseau, Saïd Ladjal
Extrapolation of Wavelet Features for the Indexing of Satellite Images with Different Resolutions. IGARSS (2006)
Jean-François Aujol, Guy Gilboa
-Hilbert Space Image Denoising. J. Math. Imaging Vis. 26 (1-2) (2006)
Bin Luo, Jean-François Aujol, Yann Gousseau, Saïd Ladjal, Henri Maître
Characteristic Scale in Satellite Images. ICASSP (2) (2006)
David M. Strong, Jean-François Aujol, Tony F. Chan
Scale Recognition, Regularization Parameter Selection, and Meyer's G Norm in Total Variation Regularization. Multiscale Model. Simul. 5 (1) (2006)
Gilles Aubert, Jean-François Aujol, Laure Blanc-Féraud
Detecting Codimension - Two Objects in an Image with Ginzburg-Landau Models. Int. J. Comput. Vis. 65 (1-2) (2005)
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, Guy Gilboa, Tony F. Chan, Stanley J. Osher
Structure-Texture Decomposition by a TV-Gabor Model. VLSM (2005)
Jean-François Aujol, Antonin Chambolle
Dual Norms and Image Decomposition Models. Int. J. Comput. Vis. 63 (1) (2005)
Jean-François Aujol, Tony F. Chan
Combined Geometric-Texture Image Classification. VLSM (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jean-François Aujol