Accéder directement au contenu

Hugues Talbot

17
Documents

Présentation

Professeur à CentraleSupelec, Centre de Vision Numérique depuis mai 2018, membre de l'équipe INRIA OPIS. Professeur à ESIEE Paris, membre du Laboratoire d'Informatique Gaspard-Monge (LIGM) 2004-2018, en détachement.

Publications

jean-christophe-pesquet
Image document

Distributed Algorithms for Scalable Proximity Operator Computation and Application to Video Denoising

Feriel Abboud , Marin Stamm , Emilie Chouzenoux , Jean-Christophe Pesquet , Hugues Talbot
Digital Signal Processing, 2022, 128, pp.103610. ⟨10.1016/j.dsp.2022.103610⟩
Article dans une revue hal-03684063v3
Image document

Integrating deep learning CT-scan model, biological and clinical variables to predict severity of COVID-19 patients

Nathalie Lassau , Samy Ammari , Emilie Chouzenoux , Hugo Gortais , Paul Herent
Nature Communications, In press, 12 (634), ⟨10.1038/s41467-020-20657-4⟩
Article dans une revue hal-03136018v1
Image document

A Convex Approach for Image Restoration with Exact Poisson-Gaussian Likelihood

Emilie Chouzenoux , Anna Jezierska , Jean-Christophe Pesquet , Hugues Talbot
SIAM Journal on Imaging Sciences, 2015, 8 (4), pp.2662-2682. ⟨10.1137/15M1014395⟩
Article dans une revue hal-00922151v3
Image document

An EM Approach for Time-Variant Poisson-Gaussian Model Parameter Estimation

Anna Jezierska , Caroline Chaux , Jean-Christophe Pesquet , Hugues Talbot , Gilbert Engler
IEEE Transactions on Signal Processing, 2014, 62 (1), pp.17-30. ⟨10.1109/TSP.2013.2283839⟩
Article dans une revue hal-00766686v3

A Majorize-Minimize subspace approach for l2-l0 image regularization

Emilie Chouzenoux , Anna Jezierska , Jean-Christophe Pesquet , Hugues Talbot
SIAM Journal on Imaging Sciences, 2013, 6 (1), pp.563-591. ⟨10.1137/11085997X⟩
Article dans une revue hal-00789962v1
Image document

Dual constrained TV-based regularization on graphs

Camille Couprie , Leo Grady , Laurent Najman , Jean-Christophe Pesquet , Hugues Talbot
SIAM Journal on Imaging Sciences, 2013, 6 (3), pp.246-1273. ⟨10.1137/120895068⟩
Article dans une revue hal-00743968v2
Image document

A spatial regularization approach for vector quantization

Caroline Chaux , Anna Jezierska , Jean-Christophe Pesquet , Hugues Talbot
Journal of Mathematical Imaging and Vision, 2011, 41, pp.23-38
Article dans une revue hal-00530369v1
Image document

A Multicore Convex Optimization Algorithm with Applications to Video Restoration

Feriel Abboud , Emilie Chouzenoux , Jean-Christophe Pesquet , Hugues Talbot
IEEE International Conference on Image Processing, Oct 2018, Athens, Greece
Communication dans un congrès hal-01862210v1
Image document

When Convex Analysis Meets Mathematical Morphology on Graphs

Laurent Najman , Jean-Christophe Pesquet , Hugues Talbot
Mathematical Morphology and Its Applications to Signal and Image Processing, Benediktsson, J.A.; Chanussot, J.; Najman, L.; Talbot, H., May 2015, Reykjavik, Iceland. pp.473-484, ⟨10.1007/978-3-319-18720-4_40⟩
Communication dans un congrès hal-01168801v1
Image document

Iterative Poisson-Gaussian Noise Parametric Estimation for Blind Image Denoising

Anna Jezierska , Jean-Christophe Pesquet , Hugues Talbot , Caroline Chaux
IEEE International Conference on Image Processing, Oct 2014, Paris, France. pp.1-5
Communication dans un congrès hal-01060081v2
Image document

Poisson-Gaussian noise parameter estimation in fluorescence microscopy imaging

Anna Jezierska , Hugues Talbot , Caroline Chaux , Jean-Christophe Pesquet , Gilbert Engler
International Symposium on Biomedical Imaging (ISBI), May 2012, Barcelona, Spain
Communication dans un congrès hal-00646382v2
Image document

A primal-dual proximal splitting approach for restoring data corrupted with Poisson-Gaussian noise

Anna Jezierska , Emilie Chouzenoux , Jean-Christophe Pesquet , Hugues Talbot
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2012), Mar 2012, Kyoto, Japan. pp.1085 - 1088, ⟨10.1109/ICASSP.2012.6288075⟩
Communication dans un congrès hal-00687634v1
Image document

An EM approach for Poisson-Gaussian noise modeling

Anna Jezierska , Caroline Chaux , Jean-Christophe Pesquet , Hugues Talbot
EUSIPCO 2011, Aug 2011, Barcelona, Spain. pp.2244-2248
Communication dans un congrès hal-00733633v1
Image document

Dual constrained TV-based regularization

Camille Couprie , Hugues Talbot , Jean-Christophe Pesquet , Laurent Najman , Leo Grady
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on, May 2011, Prague, Czech Republic. pp.945 - 948, ⟨10.1109/ICASSP.2011.5946561⟩
Communication dans un congrès hal-00744071v1
Image document

A memory gradient algorithm for l2-l0 regularization with applications to image restoration

Emilie Chouzenoux , Jean-Christophe Pesquet , Hugues Talbot , Anna Jezierska
18th IEEE International Conference on Image Processing (ICIP 2011), Sep 2011, Bruxelles, Belgium. pp.2717-2720, ⟨10.1109/ICIP.2011.6116230⟩
Communication dans un congrès hal-00687500v1
Image document

Image quantization under spatial smoothness constraints

Anna Jezierska , Caroline Chaux , Hugues Talbot , Jean-Christophe Pesquet
17th IEEE International Conference on Image Processing, Sep 2010, Hong Kong SAR China. pp.4297-4300, ⟨10.1109/ICIP.2010.5651796⟩
Communication dans un congrès hal-00714266v1