Jean-Christophe Pesquet

Laboratoire

Centre de Vision Numérique

Mots cles

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

Publications (383)

Article dans une revue 22/10/2025

Preconditioned P-ULA for Joint Deconvolution-Segmentation of Ultrasound Images

Marie-Caroline Corbineau , Denis Kouamé , Jean-Yves Tourneret , Emilie Chouzenoux , Jean-Christophe Pesquet

Article dans une revue 22/10/2025

A Survey of Stochastic Simulation and Optimization Methods in Signal Processing

Marcelo Alejandro Pereyra , Philip Schniter , Jean-Yves Tourneret , Alfred O. Hero , Steve Mclaughlin , Emilie Chouzenoux , Jean-Christophe Pesquet

Communication dans un congrès 22/10/2025

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 22/10/2025

Spatio-temporal wavelet regularization for parallel MRI reconstruction: application to functional MRI

Lotfi Chaâri , Philippe Ciuciu , Sébastien Mériaux , Jean-Christophe Pesquet

Communication dans un congrès 22/10/2025

A hierarchical Bayesian model for frame representation

Lotfi Chaâri , Jean-Yves Tourneret , Philippe Ciuciu , Amel Benazza-Benyahia , Jean-Christophe Pesquet

Brevet 22/10/2025

Method for performing parallel magnetic resonance imaging

Lotfi Chaâri , Sébastien Mériaux , Philippe Ciuciu , Jean-Christophe Pesquet

Article dans une revue 22/10/2025

Preconditioned P-ULA for Joint Deconvolution-Segmentation of Ultrasound Images - Extended Version

Marie-Caroline Corbineau , Denis Kouamé , Jean-Yves Tourneret , Emilie Chouzenoux , Jean-Christophe Pesquet

Communication dans un congrès 22/10/2025

Solving inverse problems with overcomplete transforms and convex optimization techniques

Lotfi Chaâri , Nelly Pustelnik , Caroline Chaux , Jean-Christophe Pesquet

22/10/2025

A Proximal Algorithm for Joint Blood Flow Computation and Tissue Motion Compensation in Doppler Ultrafast Ultrasound Imaging

Vassili Pustovalov , Duong-Hung Pham , Denis Kouamé , Jean-Christophe Pesquet

Article dans une revue 22/10/2025

Introduction to the Issue on Stochastic Simulation and Optimization in Signal Processing

Stephen Mc Laughlin , Marcelo Alejandro Pereyra , Alfred O. Hero , Jean-Yves Tourneret , Jean-Christophe Pesquet

Communication dans un congrès 21/10/2025

Detecting the Rank of a Symmetric Tensor

Arthur Marmin , Marc Castella , Jean-Christophe Pesquet

Article dans une revue 21/10/2025

Sparse signal reconstruction for nonlinear models via piecewise rational optimization

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

Communication dans un congrès 21/10/2025

Modeling electrical motor dynamics using encoder-decoder with recurrent skip connection

Sagar Verma , Nicolas Henwood , Marc Castella , François Malrait , Jean-Christophe Pesquet

Communication dans un congrès 21/10/2025

Neural networks based speed-torque estimators for induction motors and performance metrics

Sagar Verma , Nicolas Henwood , Marc Castella , Al Kassem Jebai , Jean-Christophe Pesquet

Article dans une revue 21/10/2025

Global optimization for recovery of clipped signals corrupted with Poisson-Gaussian noise

Arthur Marmin , Anna Jezierska , Marc Castella , Jean-Christophe Pesquet

Communication dans un congrès 21/10/2025

A moment-based approach for guaranteed tensor decomposition

Arthur Marmin , Marc Castella , Jean-Christophe Pesquet

Article dans une revue 18/10/2025

General risk measures for robust machine learning

Henri Gérard , Emilie Chouzenoux , Jean-Christophe Pesquet

Communication dans un congrès 18/10/2025

Sparse signal reconstruction with a sign oracle

Arthur Marmin , Marc Castella , Jean-Christophe Pesquet

Communication dans un congrès 18/10/2025

Globally optimizing owing to tensor decomposition

Arthur Marmin , Marc Castella , Jean-Christophe Pesquet

Communication dans un congrès 18/10/2025

Can GANs recover faults in electrical motor sensors?

Sagar Verma , Nicolas Henwood , Marc Castella , Al Kassem Jebai , Jean-Christophe Pesquet

Article dans une revue 18/10/2025

Neural speed–torque estimator for induction motors in the presence of measurement noise

Sagar Verma , Nicolas Henwood , Marc Castella , Al Kassem Jebai , Jean-Christophe Pesquet

Article dans une revue 18/10/2025

Rapid and Noise‐Resilient Mapping of Photogenerated Carrier Lifetime in Halide Perovskite Thin Films

Guillaume Vidon , Etienne Soret , Nao Harada , Jean‐françois Guillemoles , Stefania Cacovich , Emilie Chouzenoux , Jean-Christophe Pesquet

Communication dans un congrès 18/10/2025

Robust reconstruction with nonconvex subset constraints

Arthur Marmin , Marc Castella , Jean-Christophe Pesquet

Communication dans un congrès 17/10/2025

Optimization of a Geman-McClure like criterion for sparse signal deconvolution

Marc Castella , Jean-Christophe Pesquet

Article dans une revue 17/10/2025

Rational optimization for nonlinear reconstruction with approximate ℓ0 penalization

Marc Castella , Arthur Marmin , Jean-Christophe Pesquet

Communication dans un congrès 17/10/2025

Signal reconstruction from sub-sampled and nonlinearly distorted observations

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

Communication dans un congrès 17/10/2025

How to globally solve non-convex optimization problems involving an approximate ℓ 0 penalization

Arthur Marmin , Marc Castella , Jean-Christophe Pesquet

Communication dans un congrès 17/10/2025

A global optimization approach for rational sparsity promoting criteria

Marc Castella , Jean-Christophe Pesquet

Communication dans un congrès 17/10/2025

Recovery of nonlinearly degraded sparse signals through rational optimization

Marc Castella , Jean-Christophe Pesquet

Communication dans un congrès 16/10/2025

A transductive few-shot learning approach for classification of digital histopathological slides from liver cancer

Ségolène Martin , Eliott Barbot , Astrid Laurent-Bellue , Catherine Guettier , Ismail Ben Ayed , Jean-Christophe Pesquet