Jean-Christophe Pesquet

Laboratoire

Centre de Vision Numérique

Mots cles

optimization, inverse problems, artificial intelligence, signal and image processing

Site WEB

Publications (383)

Communication dans un congrès 08/04/2019

A New Approach for Microcalcification Enhancement in Digital Breast Tomosynthesis Reconstruction

Maissa Sghaier , Giovanni Palma , Serge Muller , Emilie Chouzenoux , Jean-Christophe Pesquet

Communication dans un congrès 08/04/2019

Calibrationless oscar-based image reconstruction in compressed sensing parallel MRI

Loubna El Gueddari , Philippe Ciuciu , Alexandre Vignaud , Emilie Chouzenoux , Jean-Christophe Pesquet

Article dans une revue 01/04/2019

A Random Block-Coordinate Douglas-Rachford Splitting Method with Low Computational Complexity for Binary Logistic Regression

Luis Briceño-Arias , Giovanni Chierchia , Emilie Chouzenoux , Jean-Christophe Pesquet

Article dans une revue 01/03/2019

Rational optimization for nonlinear reconstruction with approximate ℓ0 penalization

Marc Castella , Arthur Marmin , Jean-Christophe Pesquet

Article dans une revue 01/03/2019

Stochastic Quasi-Fejér Block-Coordinate Fixed Point Iterations With Random Sweeping II: Mean-Square and Linear Convergence

Patrick L Combettes , Jean-Christophe Pesquet

Communication dans un congrès 03/02/2019

MM Adapted MH Methods

Yosra Marnissi , Amel Benazza-Benyahia , Emilie Chouzenoux , Jean-Christophe Pesquet

Article dans une revue 01/02/2019

An Alternating Proximal Approach for Blind Video Deconvolution

Feriel Abboud , Jean-Hugues Chenot , Louis Laborelli , Emilie Chouzenoux , Jean-Christophe Pesquet

Rapport 22/10/2018

A review on graph optimization and algorithmic frameworks

Alessandro Benfenati , Laurent Duval , Aurélie Pirayre , Emilie Chouzenoux , Jean-Christophe Pesquet

Communication dans un congrès 01/10/2018

A Multicore Convex Optimization Algorithm with Applications to Video Restoration

Feriel Abboud , Emilie Chouzenoux , Jean-Christophe Pesquet , Hugues Talbot

Communication dans un congrès 20/09/2018

HOGMep: Variational Bayes and higher-order graphical models applied to joint image recovery and segmentation

Aurélie Pirayre , Yuling Y. Zheng , Laurent Duval , Jean-Christophe Pesquet

Communication dans un congrès 03/09/2018

Linear convergence of stochastic block-coordinate fixed point algorithms

Patrick L Combettes , Jean-Christophe Pesquet

Communication dans un congrès 08/07/2018

Geometry-Texture Decomposition/Reconstruction Using a Proximal Interior Point Algorithm

Marie-Caroline Corbineau , Emilie Chouzenoux , Jean-Christophe Pesquet

Article dans une revue 06/06/2018

BRANE Clust: Cluster-Assisted Gene Regulatory Network Inference Refinement

Aurélie Pirayre , Camille Couprie , Laurent Duval , Jean-Christophe Pesquet

Communication dans un congrès 15/04/2018

Block-coordinate proximal algorithms for scale-free texture segmentation

Barbara Pascal , Nelly Pustelnik , Patrice Abry , Jean-Christophe Pesquet

Communication dans un congrès 01/04/2018

Optimal Multivariate Gaussian Fitting for PSF Modeling in Two-Photon Microscopy

Tim Tsz-Kit , Claire Lefort , Emilie Chouzenoux , Jean-Christophe Pesquet

Communication dans un congrès 01/04/2018

PIPA: A New Proximal Interior Point Algorithm for Large Scale Convex Optimization

Marie-Caroline Corbineau , Emilie Chouzenoux , Jean-Christophe Pesquet

Communication dans un congrès 01/04/2018

A Nonconvex Variational Approach for Robust Graphical Lasso

Alessandro Benfenati , Emilie Chouzenoux , Jean-Christophe Pesquet

12/03/2018

A Variational Method for Flicker Removal in High Speed Video Sequences

Ali Kanj , Raoul Rodriguez Luparello , Jean-Christophe Pesquet

Article dans une revue 01/02/2018

Proximity operators of discrete information divergences

Mireille El Gheche , Giovanni Chierchia , Jean-Christophe Pesquet

Proceedings 01/01/2018

Image reconstruction in multiphoton imaging through multivariate Gaussian fitting

Claire Lefort , Jean-Christophe Pesquet

Communication dans un congrès 01/01/2018

Signal reconstruction from sub-sampled and nonlinearly distorted observations

Arthur Marmin , Marc Castella , Laurent Duval , Jean-Christophe Pesquet

Article dans une revue 01/01/2018

An Auxiliary Variable Method for Markov Chain Monte Carlo Algorithms in High Dimension

Yosra Marnissi , Amel Benazza-Benyahia , Emilie Chouzenoux , Jean-Christophe Pesquet

28/12/2017

A proximal approach for a class of matrix optimization problems

Alessandro Benfenati , Emilie Chouzenoux , Jean-Christophe Pesquet

11/12/2017

An Auxiliary Variable Method for MCMC Algorithms in High Dimension

Yosra Marnissi , Amel Benazza-Benyahia , Emilie Chouzenoux , Jean-Christophe Pesquet

Communication dans un congrès 01/12/2017

A Fast Algorithm Based on a Sylvester-like Equation for LS Regression with GMRF Prior

Qi Wei , Jean-Yves Tourneret , Emilie Chouzenoux , Jean-Christophe Pesquet

Article dans une revue 15/09/2017

A Stochastic Majorize-Minimize Subspace Algorithm for Online Penalized Least Squares Estimation

Emilie Chouzenoux , Jean-Christophe Pesquet

Communication dans un congrès 01/08/2017

A Two-Stage Subspace Trust Region Approach for Deep Neural Network Training

Viacheslav Dudar , Giovanni Chierchia , Vladimir V. Semenov , Emilie Chouzenoux , Jean-Christophe Pesquet

29/05/2017

Joint restoration/segmentation of multicomponent images with variationalBayes and higher-order graphical models (HOGMep)

Yuling Zheng , Aurélie Pirayre , Laurent Duval , Jean-Christophe Pesquet

Article dans une revue 01/05/2017

A Variational Bayesian Approach for Image Restoration. Application to Image Deblurring with Poisson-Gaussian Noise

Yosra Marnissi , Yuling Zheng , Emilie Chouzenoux , Jean-Christophe Pesquet

Communication dans un congrès 29/01/2017

A Block Parallel Majorize-Minimize Memory Gradient Algorithm

Sara Cadoni , Caroline Chaux , Emilie Chouzenoux , Jean-Christophe Pesquet