Jean-Christophe Pesquet

Distinguished Professor at CentraleSupélec, University Paris-Saclay, Inria
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Publications

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Majoration-Minimization for Sparse SVMs

Alessandro Benfenati , Emilie Chouzenoux , Giorgia Franchini , Salla Latva-Äijö , Dominik Narnhofer et al.

Advanced Techniques in Optimization for Machine Learning and Imaging, 61, Springer Nature Singapore, pp.31-54, 2024, Springer INdAM Series - INdAM Workshop: Advanced Techniques in Optimization for Machine learning and Imaging, 978-981-97-6771-7. ⟨10.1007/978-981-97-6769-4_3⟩

Chapitre d'ouvrage hal-04719965v1
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Optimization Methods for Signal Processing

Emilie Chouzenoux , Jean-Christophe Pesquet

C.Jutten, L.T. Duarte, S. Moussaoui. Source Separation in Physical-Chemical Sensing, Chapter 2, IEEE Press; JOHN WILEY & SONS, 2023, 9781119137276

Chapitre d'ouvrage hal-04250055v1

Chapter 8 - Convolutive mixtures

Marc Castella , Antoine Chevreuil , Jean-Christophe Pesquet

?. Handbook of Blind Source Separation, Independent Component Analysis and Applications, Elsevier, pp.281-324, 2011

Chapitre d'ouvrage hal-00621959v1

Proximal Splitting Methods in Signal Processing

Patrick Louis Combettes , Jean-Christophe Pesquet

Bauschke, H.H.; Burachik, R.S.; Combettes, P.L.; Elser, V.; Luke, D.R.; Wolkowicz, H. (Eds.). Fixed-Point Algorithms for Inverse Problems in Science and Engineering, Springer, pp.185-212, 2011, 978-1-4419-9568-1. ⟨10.1007/978-1-4419-9569-8⟩

Chapitre d'ouvrage hal-00643807v1

Wavelets and image processing

B. Pesquet-Popescu , Jean-Christophe Pesquet

Maître H. Image processing, ISTE Wiley, London, UK, pp.181-204, 2011

Chapitre d'ouvrage hal-00621964v1

Chapitre 7 - Wavelet transform for the denoising of multivariate images

Caroline Chaux , A. Benazza-Benyahia , Jean-Christophe Pesquet , L. Duval

Collet C., Chanussot J., Chehdi K. Multivariate Image Processing, ISTE Ltd and John Wiley & Sons Inc, pp.203-237, 2010

Chapitre d'ouvrage hal-00621943v1

Mélanges convolutifs

Marc Castella , Antoine Chevreuil , Jean-Christophe Pesquet

Comon Pierre, Jutten Christian. Séparation de sources : concepts de base et analyse en composantes indépendantes, vol. 1, Hermès Science, Paris, pp.231-282, 2007

Chapitre d'ouvrage hal-00621851v1

Le traitement des images

Béatrice Pesquet-Popescu , Jean-Christophe Pesquet

Maître H. Ondelettes et traitement d'images, Hermès Science, Paris, pp.193-213, 2003

Chapitre d'ouvrage hal-00621747v1

Ondelettes et applications

B. Pesquet-Popescu , Jean-Christophe Pesquet

?. Techniques de l'Ingénieur, traité Télécoms, TE 5 215-1, 10pp., 2001

Chapitre d'ouvrage hal-00621859v1

Bayesian Inference in Wavelet Based Models

David Leporini , Jean-Christophe Pesquet , Hamid Krim

Müller P., Vidakovic B. Best basis representations based on prior statistical models, 141, Springer Verlag, 10pp., 1999, Lecture notes in statistics

Chapitre d'ouvrage hal-00621735v1
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A Proximal Algorithm for Joint Blood Flow Computation and Tissue Motion Compensation in Doppler Ultrafast Ultrasound Imaging

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

Ultrasonics, 2026, 164 (107932), ⟨10.1016/j.ultras.2025.107932⟩

Article dans une revue hal-04914445v2
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An Effective Iterative Solution for Independent Vector Analysis with Convergence Guarantees

Clément Cosserat , Ben Gabrielson , Emilie Chouzenoux , Jean-Christophe Pesquet , Tülay Adali

IEEE Transactions on Signal Processing, 2025, 73, pp.4718 - 4733. ⟨10.1109/TSP.2025.3620539⟩

Article dans une revue hal-04785828v2
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Stability Bounds for the Unfolded Forward-Backward Algorithm

Emilie Chouzenoux , Cecile Della Valle , Jean-Christophe Pesquet

Journal of Mathematical Imaging and Vision, 2025, 67 (48), ⟨10.1007/s10851-025-01258-6⟩

Article dans une revue hal-04854255v2
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Aggregated f -average Neural Network applied to Few-Shot Class Incremental Learning

Mathieu Vu , Emilie Chouzenoux , Ismail Ben Ayed , Jean-Christophe Pesquet

Signal Processing, 2025

Article dans une revue hal-04874006v1

Learning truly monotone operators with applications to nonlinear inverse problems

Younes Belkouchi , Jean-Christophe Pesquet , Audrey Repetti , Hugues Talbot

SIAM Journal on Imaging Sciences, 2025, 18 (1), pp.735-764

Article dans une revue hal-04530164v1
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Variable Bregman majorization-minimization algorithm and its application to Dirichlet maximum likelihood estimation

Ségolène Martin , Jean-Christophe Pesquet , Gabriele Steidl , Ismail Ben Ayed

Journal of Applied and Numerical Optimization, 2025, 7 (3), ⟨10.23952/jano.7.2025.3.07⟩

Article dans une revue hal-05475332v1
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ABBA Neural Networks: Coping with Positivity, Expressivity, and Robustness

Ana-Antonia Neacșu , Jean-Christophe Pesquet , Vlad Vasilescu , Corneliu Burileanu

SIAM Journal on Mathematics of Data Science, In press, 6 (3), ⟨10.1137/23M1589591⟩

Article dans une revue hal-04386260v2
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Convex Parameter Estimation of Perturbed Multivariate Generalized Gaussian Distributions

Nora Ouzir , Frédéric Pascal , Jean-Christophe Pesquet

IEEE Transactions on Signal Processing, 2024, 72, ⟨10.1109/TSP.2024.3453509⟩

Article dans une revue hal-04366765v2
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A Primal-Dual Data-Driven Method for Computational Optical Imaging with a Photonic Lantern

Carlos Santos , Mathilde Larchevêque , Solal O'Sullivan , Martin van Waerebeke , Robert R Thomson et al.

PNAS Nexus, 2024, 3 (4), pgae164. ⟨10.1093/pnasnexus/pgae164⟩

Article dans une revue hal-04913094v1
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An Unrolled Half-Quadratic Approach for Sparse Signal Recovery in Spectroscopy

Mouna Gharbi , Emilie Chouzenoux , Jean-Christophe Pesquet

Signal Processing, 2024, 218, ⟨10.1016/j.sigpro.2023.109369⟩

Article dans une revue hal-04229774v2
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Deep Learning for Automatic Bowel-Obstruction Identification on Abdominal CT

Quentin Vanderbecq , Maxence Gelard , Jean-Christophe Pesquet , Mathilde Wagner , Lionel Arrive et al.

European Radiology, 2024, 34, pp.5842-5853. ⟨10.1007/s00330-024-10657-z⟩

Article dans une revue hal-04416987v1
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Rapid and Noise‐Resilient Mapping of Photogenerated Carrier Lifetime in Halide Perovskite Thin Films

Guillaume Vidon , Gabriele Scrivanti , Etienne Soret , Nao Harada , Emilie Chouzenoux et al.

Advanced Functional Materials, 2024, 34 (37), ⟨10.1002/adfm.202402343⟩

Article dans une revue hal-04782328v1
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Joint Learning of Fully Connected Network Models in Lifting Based Image Coders

Tassnim Dardouri , Mounir Kaaniche , Amel Benazza-Benyahia , Gabriel Dauphin , Jean-Christophe Pesquet

IEEE Transactions on Image Processing, 2024, 33, pp.134-148. ⟨10.1109/TIP.2023.3333279⟩

Article dans une revue hal-04372168v1
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Deep Learning Classification and Quantification of Pejorative and Nonpejorative Architectures in Resected Hepatocellular Carcinoma from Digital Histopathologic Images

Astrid Laurent-Bellue , Aymen Sadraoui , Laura Claude , Julien Calderaro , Katia Posseme et al.

American Journal of Pathology, 2024, 194 (9), pp.1684-1700. ⟨10.1016/j.ajpath.2024.05.007⟩

Article dans une revue hal-04903037v1
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Primary liver cancer classification from routine tumour biopsy using weakly supervised deep learning

Aurélie Beaufrère , Nora Ouzir , Paul Emile Zafar , Astrid Laurent-Bellue , Miguel Albuquerque et al.

JHEP Reports Innovation in Hepatology, 2024, 6 (3), pp.101008. ⟨10.1016/j.jhepr.2024.101008⟩

Article dans une revue hal-04534805v1
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EMG-Based Automatic Gesture Recognition Using Lipschitz-Regularized Neural Networks

Jean-Christophe Pesquet , Corneliu Burileanu , Ana-Antonia Neacșu

ACM Transactions on Intelligent Systems and Technology, 2024, 15 (2), pp.1-25. ⟨10.1145/3635159⟩

Article dans une revue hal-03751766v2
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A variational approach for joint image recovery and feature extraction based on spatially varying generalised Gaussian models

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

Journal of Mathematical Imaging and Vision, 2024, 66, pp.550-571. ⟨10.1007/s10851-024-01184-z⟩

Article dans une revue hal-03591742v3
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A Novel Variational Approach for Multiphoton Microscopy Image Restoration: from PSF Estimation to 3D Deconvolution

Julien Ajdenbaum , Emilie Chouzenoux , Claire Lefort , Ségolène Martin , Jean-Christophe Pesquet

Inverse Problems, 2024, 40 (6), ⟨10.1088/1361-6420/ad3c67⟩

Article dans une revue hal-04296247v2
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Training Graph Neural Networks Subject to a Tight Lipschitz Constraint

Simona Juvina , Ana-Antonia Neacșu , Jean-Christophe Pesquet , Burileanu Corneliu , Jérôme Rony et al.

Transactions on Machine Learning Research Journal, 2024

Article dans une revue hal-04828157v1
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Solution of Mismatched Monotone+Lipschitz Inclusion Problems

Emilie Chouzenoux , Jean-Christophe Pesquet , Fernando Roldán

SIAM Journal on Optimization, 2024, 34 (4), ⟨10.1137/23M1609166⟩

Article dans une revue hal-04237154v1
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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

IEEE Transactions on Industrial Electronics, 2023, 70 (1), pp.167 - 177. ⟨10.1109/tie.2022.3153830⟩

Article dans une revue hal-03887116v1
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A Local MM Subspace Method for Solving Constrained Variational Problems in Image Recovery

Emilie Chouzenoux , Ségolène Martin , Jean-Christophe Pesquet

Journal of Mathematical Imaging and Vision, 2023, 65, pp.253-276. ⟨10.1007/s10851-022-01112-z⟩

Article dans une revue hal-03740823v1
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Convergence Results for Primal-Dual Algorithms in the Presence of Adjoint Mismatch

Emilie Chouzenoux , Andrés Contreras , Jean-Christophe Pesquet , M. Savanier

SIAM Journal on Imaging Sciences, 2023, 16 (1), pp.1-34. ⟨10.1137/22M1490223⟩

Article dans une revue hal-04210972v2
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Efficient Bayes Inference in Neural Networks through Adaptive Importance Sampling

Yunshi Huang , Emilie Chouzenoux , Víctor Elvira , Jean-Christophe Pesquet

Journal of The Franklin Institute, 2023, 360 (16), pp.12125-12149. ⟨10.1016/j.jfranklin.2023.08.044⟩

Article dans une revue hal-04210696v1
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Deep Unfolding of the DBFB Algorithm With Application to ROI CT Imaging With Limited Angular Density

M. Savanier , Emilie Chouzenoux , Jean-Christophe Pesquet , Cyril Riddell

IEEE Transactions on Computational Imaging, 2023, 9, pp.502-516. ⟨10.1109/TCI.2023.3279053⟩

Article dans une revue hal-04210704v1
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Unmatched Preconditioning of the Proximal Gradient Algorithm

Marion Savanier , Emilie Chouzenoux , Jean-Christophe Pesquet , Cyril Riddell

IEEE Signal Processing Letters, 2022, 29, pp.1122-1126. ⟨10.1109/LSP.2022.3169088⟩

Article dans une revue hal-03654146v1
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Multivariate Lipschitz Analysis of the Stability of Neural Networks

Kavya Gupta , Fateh Kaakai , Beatrice Pesquet-Popescu , Jean-Christophe Pesquet , Fragkiskos D. Malliaros

Frontiers in Signal Processing, In press, ⟨10.3389/frsip.2022.794469⟩

Article dans une revue hal-03621112v1
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Unrolled Variational Bayesian Algorithm for Image Blind Deconvolution

Yunshi Huang , Emilie Chouzenoux , Jean-Christophe Pesquet

IEEE Transactions on Image Processing, 2022, 32, pp.430-445. ⟨10.1109/TIP.2022.3224322⟩

Article dans une revue hal-03881393v1
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Deep Transform and Metric Learning Network: Wedding Deep Dictionary Learning and Neural Network

Wen Tang , Emilie Chouzenoux , Jean-Christophe Pesquet , Hamid Krim

Neurocomputing, 2022, 509, pp.244-256

Article dans une revue hal-03762444v1
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A Novel Task-Based Reconstruction Approach for Digital Breast Tomosynthesis

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

Medical Image Analysis, 2022, 77, pp.102341. ⟨10.1016/j.media.2021.102341⟩

Article dans une revue hal-02972386v2
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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
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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 et al.

Nature Communications, In press, 12 (634), ⟨10.1038/s41467-020-20657-4⟩

Article dans une revue hal-03136018v1
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Magnification-driven B-spline Interpolation for Cone Beam Projection and Backprojection

Marion Savanier , Cyril Riddell , Yves Trousset , Emilie Chouzenoux , Jean-Christophe Pesquet

Medical Physics : The international journal of medical physics research and practice, In press, 48 (10), ⟨10.1002/mp.15179⟩

Article dans une revue hal-03464469v1
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Multiplex‐multiphoton microscopy and computational strategy for biomedical imaging

Thomas Hortholary , Claire Carrion , Emilie Chouzenoux , Jean-Christophe Pesquet , Claire Lefort

Microscopy Research and Technique, In press, ⟨10.1002/jemt.23712⟩

Article dans une revue hal-03126396v1
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Convergence of Proximal Gradient Algorithm in the Presence of Adjoint Mismatch

Emilie Chouzenoux , Jean-Christophe Pesquet , Cyril Riddell , Marion Savanier , Yves Trousset

Inverse Problems, 2021, 37 (6), pp.065009

Article dans une revue hal-03136110v1
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Dynamic Neural Network for Lossy-to-Lossless Image Coding

Tassnim Dardouri , Mounir Kaaniche , Amel Benazza-Benyahia , Jean-Christophe Pesquet

IEEE Transactions on Image Processing, 2021, 31, pp.569-584. ⟨10.1109/TIP.2021.3132825⟩

Article dans une revue hal-03526618v1
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Fixed Point Strategies in Data Science

Patrick Combettes , Jean-Christophe Pesquet

IEEE Transactions on Signal Processing, 2021, 69, pp.3878-3905. ⟨10.1109/TSP.2021.3069677⟩

Article dans une revue hal-03495546v1
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Learning Maximally Monotone Operators for Image Recovery

Jean-Christophe Pesquet , Audrey Repetti , Matthieu Terris , Yves Wiaux

SIAM Journal on Imaging Sciences, 2021, 14 (3), pp.1206-1237

Article dans une revue hal-03087515v2
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Sparse signal reconstruction for nonlinear models via piecewise rational optimization

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

Signal Processing, 2021, 179, pp.107835. ⟨10.1016/j.sigpro.2020.107835⟩

Article dans une revue hal-02972442v2
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Lipschitz Certificates for Layered Network Structures Driven by Averaged Activation Operators

Patrick L Combettes , Jean-Christophe Pesquet

SIAM Journal on Mathematics of Data Science, 2020, ⟨10.1137/19M1272780⟩

Article dans une revue hal-02428111v2
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Deep Neural Network Structures Solving Variational Inequalities *

Patrick L Combettes , Jean-Christophe Pesquet

Set-Valued and Variational Analysis, In press, ⟨10.1007/s11228-019-00526-z⟩

Article dans une revue hal-02425025v1
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A Proximal Interior Point Algorithm with Applications to Image Processing

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

Journal of Mathematical Imaging and Vision, 2020, Special Issue on Memory of Mila Nikolova, 62 (6-7), p.919-940. ⟨10.1007/s10851-019-00916-w⟩

Article dans une revue hal-02120005v2
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Global optimization for recovery of clipped signals corrupted with Poisson-Gaussian noise

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

IEEE Signal Processing Letters, 2020, 27, pp.970-974. ⟨10.1109/lsp.2020.2998699⟩

Article dans une revue hal-02877910v1
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Majorize-Minimize Adapted Metropolis-Hastings Algorithm

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

IEEE Transactions on Signal Processing, 2020, 68, pp.2356 - 2369. ⟨10.1109/TSP.2020.2983150⟩

Article dans une revue hal-01909153v2
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Proximal approaches for matrix optimization problems: Application to robust precision matrix estimation

Alessandro Benfenati , Emilie Chouzenoux , Jean-Christophe Pesquet

Signal Processing, 2020, 169, ⟨10.1016/j.sigpro.2019.107417⟩

Article dans une revue hal-02422403v1
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SPOQ lp-Over-lq Regularization for Sparse Signal Recovery applied to Mass Spectrometry

Afef Cherni , Emilie Chouzenoux , Laurent Duval , Jean-Christophe Pesquet

IEEE Transactions on Signal Processing, 2020, 68, pp.6070--6084. ⟨10.1109/TSP.2020.3025731⟩

Article dans une revue hal-02454518v1
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Deep Unfolding of a Proximal Interior Point Method for Image Restoration

Carla Bertocchi , Emilie Chouzenoux , Marie-Caroline Corbineau , Jean-Christophe Pesquet , Marco Prato

Inverse Problems, In press, ⟨10.1088/1361-6420/ab460a⟩

Article dans une revue hal-01943475v4
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An Alternating Proximal Approach for Blind Video Deconvolution

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

Signal Processing: Image Communication, 2019, 70, pp.21-36. ⟨10.1016/j.image.2018.08.007⟩

Article dans une revue hal-01668437v2
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Rational optimization for nonlinear reconstruction with approximate ℓ0 penalization

Marc Castella , Jean-Christophe Pesquet , Arthur Marmin

IEEE Transactions on Signal Processing, 2019, 67 (6), pp.1407-1417. ⟨10.1109/TSP.2018.2890065⟩

Article dans une revue hal-01852289v2
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General risk measures for robust machine learning

Emilie Chouzenoux , Henri Gérard , Jean-Christophe Pesquet

Foundations of Data Science, 2019, 1 (3), pp.249-269. ⟨10.3934/fods.2019011⟩

Article dans une revue hal-02109418v1
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Preconditioned P-ULA for Joint Deconvolution-Segmentation of Ultrasound Images - Extended Version

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

IEEE Signal Processing Letters, 2019, 26 (10), pp.1456--1460

Article dans une revue hal-02073283v4
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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

Computational Optimization and Applications, 2019, 72 (3), pp.707-726. ⟨10.1007/s10589-019-00060-6⟩

Article dans une revue hal-01672507v1
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Preconditioned P-ULA for Joint Deconvolution-Segmentation of Ultrasound Images

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

IEEE Signal Processing Letters, 2019, 26 (10), pp.1456-1460. ⟨10.1109/LSP.2019.2935610⟩

Article dans une revue hal-02474585v1
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Optimal Multivariate Gaussian Fitting with Applications to PSF Modeling in Two-Photon Microscopy Imaging

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

Journal of Mathematical Imaging and Vision, 2019, 61 (7), pp.1037-1050. ⟨10.1007/s10851-019-00884-1⟩

Article dans une revue hal-01985663v1
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Stochastic Quasi-Fejér Block-Coordinate Fixed Point Iterations With Random Sweeping II: Mean-Square and Linear Convergence

Patrick L Combettes , Jean-Christophe Pesquet

Mathematical Programming, 2019, 174 (1-2), pp.433-451

Article dans une revue hal-01964582v1
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BRANE Clust: Cluster-Assisted Gene Regulatory Network Inference Refinement

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

IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2018, 15 (3), pp.850-860. ⟨10.1101/114769⟩

Article dans une revue hal-01330638v1
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Proximity operators of discrete information divergences

Mireille El Gheche , Giovanni Chierchia , Jean-Christophe Pesquet

IEEE Transactions on Information Theory, 2018, 64 (2), pp.1092-1104. ⟨10.1109/TIT.2017.2782789⟩

Article dans une revue hal-01672646v1
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An Auxiliary Variable Method for Markov Chain Monte Carlo Algorithms in High Dimension

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

Entropy, 2018, 20 (2), pp.110. ⟨10.3390/e20020110⟩

Article dans une revue hal-01797093v1

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

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

IEEE Transactions on Computational Imaging, 2017, 3 (4), pp.722-737. ⟨10.1109/TCI.2017.2700203⟩

Article dans une revue hal-01613200v1
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Dual Block Coordinate Forward-Backward Algorithm with Application to Deconvolution and Deinterlacing of Video Sequences

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

Journal of Mathematical Imaging and Vision, 2017, 59 (3), pp.415-431. ⟨10.1007/s10851-016-0696-y⟩

Article dans une revue hal-01418393v2

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

Emilie Chouzenoux , Jean-Christophe Pesquet

IEEE Transactions on Signal Processing, 2017, 65 (18), pp.4770 - 4783. ⟨10.1109/TSP.2017.2709265⟩

Article dans une revue hal-01613204v1
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Convergence Rate Analysis of the Majorize-Minimize Subspace Algorithm

Emilie Chouzenoux , Jean-Christophe Pesquet

IEEE Signal Processing Letters, 2016, 23 (9), pp.1284 - 1288. ⟨10.1109/LSP.2016.2593589⟩

Article dans une revue hal-01373641v1
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A block coordinate variable metric forward-backward algorithm

Emilie Chouzenoux , Jean-Christophe Pesquet , Audrey Repetti

Journal of Global Optimization, 2016, pp.1-29. ⟨10.1007/s10898-016-0405-9⟩

Article dans une revue hal-00945918v1
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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

IEEE Journal of Selected Topics in Signal Processing, 2016, vol. 10 (n° 2), pp. 221-223. ⟨10.1109/JSTSP.2016.2524963⟩

Article dans une revue hal-01490737v1
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Wavelet-based Image Deconvolution and Reconstruction

Nelly Pustelnik , Amel Benazza-Benhayia , Yuling Zheng , Jean-Christophe Pesquet

Wiley Encyclopedia of Electrical and Electronics Engineering, 2016

Article dans une revue hal-01164833v5

Stochastic Approximations and Perturbations in Forward-Backward Splitting for Monotone Operators

Patrick Louis Combettes , Jean-Christophe Pesquet

Pure and Applied Functional Analysis, 2016, 1 (1), pp.13-37

Article dans une revue hal-01380000v1
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A Survey of Stochastic Simulation and Optimization Methods in Signal Processing

Marcelo Alejandro Pereyra , Philip Schniter , Emilie Chouzenoux , Jean-Christophe Pesquet , Jean-Yves Tourneret et al.

IEEE Journal of Selected Topics in Signal Processing, 2015, vol. 10 (n° 2), pp. 224-241. ⟨10.1109/JSTSP.2015.2496908⟩

Article dans une revue hal-01312917v1
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Epigraphical splitting for solving constrained convex optimization problems with proximal tools

Giovanni Chierchia , Nelly Pustelnik , Jean-Christophe Pesquet , Béatrice Pesquet-Popescu

Signal, Image and Video Processing, 2015, 9 (8), pp.1737-1749. ⟨10.1007/s11760-014-0664-1⟩

Article dans une revue hal-01372568v1
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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
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Playing with Duality: An overview of recent primal-dual approaches for solving large-scale optimization problems

Nikos Komodakis , Jean-Christophe Pesquet

IEEE Signal Processing Magazine, 2015, ⟨10.1109/MSP.2014.2377273⟩

Article dans une revue hal-01010437v3
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BRANE Cut: Biologically-Related A priori Network Enhancement with Graph cuts for Gene Regulatory Network Inference

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

BMC Bioinformatics, 2015, ⟨10.1186/s12859-015-0754-2⟩

Article dans une revue hal-01330611v1
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Euclid in a Taxicab: Sparse Blind Deconvolution with Smoothed ℓ 1 /ℓ 2 Regularization

Audrey Repetti , Mai Quyen Pham , Laurent Duval , Emilie Chouzenoux , Jean-Christophe Pesquet

IEEE Signal Processing Letters, 2015, 22 (5), pp.539-543. ⟨10.1109/LSP.2014.2362861⟩

Article dans une revue hal-01328398v1
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Stochastic Quasi-Fejér Block-Coordinate Fixed Point Iterations with Random Sweeping

Patrick Louis Combettes , Jean-Christophe Pesquet

SIAM Journal on Optimization, 2015, 25 (2), pp.1221-1248. ⟨10.1137/140971233⟩

Article dans une revue hal-01372221v1
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STOCHASTIC QUASI-FEJER BLOCK-COORDINATE FIXED POINT ITERATIONS WITH RANDOM SWEEPING

Patrick Louis Combettes , Jean-Christophe Pesquet

SIAM Journal on Optimization, 2015, ⟨10.1137/140971233⟩

Article dans une revue hal-01301721v1

A Non-Local Structure Tensor Based Approach for Multicomponent Image Recovery Problems

Giovanni Chierchia , Nelly Pustelnik , Béatrice Pesquet-Popescu , Jean-Christophe Pesquet

IEEE Transactions on Image Processing, 2014, 23 (12), pp.5531-5544. ⟨10.1109/TIP.2014.2364141⟩

Article dans une revue hal-01372564v1
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A Bit Allocation Method for Sparse Source Coding

Mounir Kaaniche , Aurélia Fraysse , Béatrice Pesquet-Popescu , Jean-Christophe Pesquet

IEEE Transactions on Image Processing, 2014, 23 (1), pp.137-152

Article dans une revue hal-00796891v4
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Variable metric forward-backward algorithm for minimizing the sum of a differentiable function and a convex function

Emilie Chouzenoux , Jean-Christophe Pesquet , Audrey Repetti

Journal of Optimization Theory and Applications, 2014, 162 (1), pp.107-132. ⟨10.1007/s10957-013-0465-7⟩

Article dans une revue hal-00789970v1
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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
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A Majorize-Minimize memory gradient method for complex-valued inverse problems

Anisia Florescu , Emilie Chouzenoux , Jean-Christophe Pesquet , Philippe Ciuciu , Silviu Ciochina

Signal Processing, 2014, 103, pp.285-295. ⟨10.1016/j.sigpro.2013.09.026⟩

Article dans une revue hal-00829788v1
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A Primal-Dual Proximal Algorithm for Sparse Template-Based Adaptive Filtering: Application to Seismic Multiple Removal

Mai Quyen Pham , Caroline Chaux , Laurent Duval , Jean-Christophe Pesquet

IEEE Transactions on Signal Processing, 2014, 62 (16), pp.4256-4269. ⟨10.1109/TSP.2014.2331614⟩

Article dans une revue hal-00914628v1
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Spatio-temporal wavelet regularization for parallel MRI reconstruction: application to functional MRI

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

Magnetic Resonance Materials in Physics, Biology and Medicine, 2014, 27 (6), pp.41. ⟨10.1007/s10334-014-0436-5⟩

Article dans une revue hal-01084324v1
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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

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
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A parallel proximal splitting method for disparity estimation from multicomponent images under illumination variation

Caroline Chaux , Mireille El Gheche , Joumana Farah , Jean-Christophe Pesquet , Beatrice Pesquet-Popescu

Journal of Mathematical Imaging and Vision, 2013, 47 (3), pp.167-178. ⟨10.1007/s10851-012-0361-z⟩

Article dans une revue hal-00733454v1

Adaptive lifting scheme with sparse criteria for image coding

Mounir Kaaniche , Beatrice Pesquet-Popescu , Amel Benazza-Benyahia , Jean-Christophe Pesquet

EURASIP Journal on Advances in Signal Processing, 2012, 2012 (10), pp.1-22. ⟨10.1186/1687-6180-2012-10⟩

Article dans une revue hal-00692695v1
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A Parallel Inertial Proximal Optimization Method

Jean-Christophe Pesquet , Nelly Pustelnik

Pacific journal of optimization, 2012, 8 (2), pp.273-305

Article dans une revue hal-00790702v1
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Primal-dual splitting algorithm for solving inclusions with mixtures of composite, Lipschitzian, and parallel-sum type monotone operators

Patrick Louis Combettes , Jean-Christophe Pesquet

Set-Valued and Variational Analysis, 2012, 20 (2), pp.307-330. ⟨10.1007/s11228-011-0191-y⟩

Article dans une revue hal-00794044v1

A parallel proximal splitting method for disparity estimation under illumination variation

Caroline Chaux , M. El-Gheche , J. Farah , Jean-Christophe Pesquet , Beatrice Pesquet-Popescu

Journal of Mathematical Imaging and Vision, 2012

Article dans une revue hal-02286551v1

Relaxing Tight Frame Condition in Parallel Proximal Methods for Signal Restoration

Nelly Pustelnik , Jean-Christophe Pesquet , Caroline Chaux

IEEE Transactions on Signal Processing, 2012, 60 (2), pp.968--973. ⟨10.1109/TSP.2011.2173684⟩

Article dans une revue hal-00692256v1

A wavelet-based regularized reconstruction algorithm for SENSE parallel MRI with applications to neuroimaging

Lotfi Chaari , Jean-Christophe Pesquet , Amel Benazza-Benyahia , Philippe Ciuciu

Medical Image Analysis, 2011, 15 (2), pp.185--201. ⟨10.1016/j.media.2010.08.001⟩

Article dans une revue istex hal-00692260v1
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Parallel ProXimal Algorithm for image restoration using hybrid regularization

Nelly Pustelnik , Caroline Chaux , Jean-Christophe Pesquet

IEEE Transactions on Image Processing, 2011, 20 (6), pp.2450-2462. ⟨10.1109/TIP.2011.2128335⟩

Article dans une revue hal-00826121v1
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Proximal algorithms for multicomponent image recovery problems

Luis M. Briceno-Arias , Patrick Louis Combettes , Jean-Christophe Pesquet , Nelly Pustelnik

Journal of Mathematical Imaging and Vision, 2011, 41 (1-2), pp.3-22. ⟨10.1007/s10851-010-0243-1⟩

Article dans une revue hal-00826810v1
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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
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Non-separable lifting scheme with adaptive update step for still and stereo image coding

Mounir Kaaniche , Amel Benazza-Benyahia , Béatrice Pesquet-Popescu , Jean-Christophe Pesquet

Signal Processing, 2011, 91 (12), pp.2767-2782. ⟨10.1016/j.sigpro.2011.01.003⟩

Article dans une revue hal-00692257v1

A Hierarchical Bayesian Model for Frame Representation

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

IEEE Transactions on Signal Processing, 2010, 58 (11), pp.5560--5571. ⟨10.1109/TSP.2010.2055562⟩

Article dans une revue hal-00692261v1
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On the uniform quantization of a class of sparse sources

Aurélia Fraysse , Beatrice Pesquet-Popescu , Jean-Christophe Pesquet

IEEE Transactions on Information Theory, 2009, 55 (7), pp.3243-3263

Article dans une revue hal-00555301v1

A SURE Approach for Digital Signal/Image Deconvolution Problems

Jean-Christophe Pesquet , A. Benazza-Benyahia , Caroline Chaux

IEEE Transactions on Signal Processing, 2009, 57 (12), pp.4616-4632

Article dans une revue hal-00621942v1
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Vector Lifting Schemes for Stereo Image Coding

Mounir Kaaniche , Amel Benazza-Benyahia , Béatrice Pesquet-Popescu , Jean-Christophe Pesquet

IEEE Transactions on Image Processing, 2009, 18 (11), pp.2463-2475

Article dans une revue hal-00841480v1
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Vector lifting schemes for stereo image coding

Mounir Kaaniche , Amel Benazza-Benyahia , Béatrice Pesquet-Popescu , Jean-Christophe Pesquet

IEEE Transactions on Image Processing, 2009, 8 (11), pp.2463-2475. ⟨10.1109/TIP.2009.2026672⟩

Article dans une revue hal-00621962v1

A Convex Optimization Approach for Depth Estimation Under Illumination Variation

Wided Miled , Jean-Christophe Pesquet , Michel Parent

IEEE Transactions on Image Processing, 2009, 18 (4), pp.813--830. ⟨10.1109/TIP.2008.2011386⟩

Article dans une revue hal-00692900v1
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Optimization of Synthesis Oversampled Complex Filter Banks

Jérôme Gauthier , Laurent Duval , Jean-Christophe Pesquet

IEEE Transactions on Signal Processing, 2009, 57 (10), pp.3827 - 3843. ⟨10.1109/TSP.2009.2023947⟩

Article dans une revue hal-00405293v1
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Nested iterative algorithms for convex constrained image recovery problems

Caroline Chaux , Jean-Christophe Pesquet , Nelly Pustelnik

SIAM Journal on Imaging Sciences, 2009, 2 (2), pp.730-762

Article dans une revue hal-00621932v2

A proximal decomposition method for solving convex variational inverse problems

Patrick Louis Combettes , Jean-Christophe Pesquet

Inverse Problems, 2008, 24 (6), ⟨10.1088/0266-5611/24/6/065014⟩

Article dans une revue hal-00692901v1
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A nonlinear Stein based estimator for multichannel image denoising

Caroline Chaux , Laurent Duval , Amel Benazza-Benyahia , Jean-Christophe Pesquet

IEEE Transactions on Signal Processing, 2008, 56 (8), pp.3855-3870. ⟨10.1109/TSP.2008.921757⟩

Article dans une revue hal-00617318v1

Proximal thresholding algorithm for minimization over orthonormal bases

Patrick Louis Combettes , Jean-Christophe Pesquet

SIAM Journal on Optimization, 2007, 18 (4), pp.1351-1376

Article dans une revue hal-00621819v1
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Noise Covariance Properties in Dual-Tree Wavelet Decompositions

Caroline Chaux , Jean-Christophe Pesquet , Laurent Duval

IEEE Transactions on Information Theory, 2007, 53 (12), pp.4680 - 4700. ⟨10.1109/TIT.2007.909104⟩

Article dans une revue hal-00617268v1

A Douglas-Rachford splitting approach to nonsmooth convex variational signal recovery

Patrick Louis Combettes , Jean-Christophe Pesquet

IEEE Journal of Selected Topics in Signal Processing, 2007, 1 (4), pp.564-574

Article dans une revue hal-00621820v1

Quadratic Higher-Order Criteria for Iterative Blind Separation of a MIMO Convolutive Mixture of Sources

Marc Castella , Saloua Rhioui , Eric Moreau , Jean-Christophe Pesquet

IEEE Transactions on Signal Processing, 2007, 55 (1), pp.218-232

Article dans une revue hal-00621797v1

Convolutive blind signal separation based on asymmetrical contrast functions

Eric Moreau , Jean-Christophe Pesquet , Nadège Thirion-Moreau

IEEE Transactions on Signal Processing, 2007, 55 (1), pp.356-371

Article dans une revue hal-00621821v1

Block-based adaptive vector lifting schemes for multichannel image coding

Amel Benazza-Benyahia , Jean-Christophe Pesquet , Jamel Hattay , Hela Masmoudi

EURASIP Journal on Image and Video Processing, 2007, ? (1), 10pp

Article dans une revue hal-00621861v1

A variational formulation for frame based inverse problems

Caroline Chaux , Patrick Louis Combettes , Jean-Christophe Pesquet , Valérie R. Wajs

Inverse Problems, 2007, 23 (1), pp.1495-1518

Article dans une revue hal-00621883v1

A Blind Source Separation Framework for detecting CPM sources mixed by a convolutive MIMO filter

Marc Castella , Pascal Bianchi , Antoine Chevreuil , Jean-Christophe Pesquet

Signal Processing, 2006, 86 (Issue 8), pp. 1950-1967

Article dans une revue hal-00278896v1

A blind source separation framework for detecting CPM sources mixed by a convolutive MIMO filter

Marc Castella , P. Bianchi , Antoine Chevreuil , Jean-Christophe Pesquet

Signal Processing, 2006, ? (1), pp.1950-1967

Article dans une revue hal-00621949v1

Building Robust Wavelet Estimators for Multicomponent Images Using Stein's Principle

A. Benazza-Benyahia , Jean-Christophe Pesquet

IEEE Transactions on Image Processing, 2005, 14 (1), pp.1814-1830

Article dans une revue hal-00621795v1

A Family of Frequency- and Time-Domain Contrasts for Blind Separation of Convolutive Mixtures of Temporally Dependent Signals

Marc Castella , Jean-Christophe Pesquet , Athina P. Petropulu

IEEE Transactions on Signal Processing, 2005, 53 (1), pp.107-120

Article dans une revue hal-00621803v1

A forward-backward algorithm for image restoration with sparse representations

Patrick Louis Combettes , Caroline Chaux , Jean-Christophe Pesquet , V.R. Wajs

Proceedings of the International Conference on Signal Processing with Adaptative Sparse Structured Representations, 2005, x, pp.49-52

Article dans une revue hal-00017658v1

Wavelet-constrained image restoration

Patrick Louis Combettes , Jean-Christophe Pesquet

International Journal of Wavelets, Multiresolution, and Information Processing, 2004, 2 n°4, pp.371-389

Article dans une revue hal-00017834v1

Wavelet-constrained image restoration

Patrick Louis Combettes , Jean-Christophe Pesquet

International Journal on Wavelets, Multiresolution and Information Processing, 2004, 2 (1), pp.371-389

Article dans une revue hal-00621796v1

Image restoration subject to a total variation constraint,

Patrick Louis Combettes , Jean-Christophe Pesquet

IEEE Transactions on Image Processing, 2004, 13 n°9, pp.1213-1222

Article dans une revue hal-00017934v1

Image Restoration subject to a Total Variation Constraint

Patrick Louis Combettes , Jean-Christophe Pesquet

IEEE Transactions on Image Processing, 2004, 13 (9), pp.1213-1222

Article dans une revue hal-00621804v1

A nonlinear diffusion-based 3-band filter bank

Amel Benazza-Benyahia , Jean-Christophe Pesquet , Hamid Krim

IEEE Signal Processing Letters, 2003, 10 (1), pp.360-363

Article dans une revue hal-00621805v1

A unifying framework for lossless and progressive image coding

Amel Benazza-Benyahia , Jean-Christophe Pesquet

Pattern Recognition, 2002, 35 (1), pp.627-638

Article dans une revue hal-00621663v1

Vector lifting schemes for lossless coding and progressive archival of multispectral image

Amel Benazza-Benyahia , Jean-Christophe Pesquet , Mohamed Hamdi

IEEE Transactions on Geoscience and Remote Sensing, 2002, 40 (1), pp.2011-2024

Article dans une revue hal-00621664v1

Wavelet thresholding for some classes of non-Gaussian noise

Anestis Antoniadis , David Leporini , Jean-Christophe Pesquet

Statistica Neerlandica, 2002, 56 (4), pp.434-453

Article dans une revue hal-00621806v1

Long-range dependence and heavy-tail modeling for teletraffic data

Olivier Cappé , Éric Moulines , Jean-Christophe Pesquet , Athina Petropulu , Xueshi Yang

IEEE Signal Processing Magazine, 2002, ? (1), pp.14-27

Article dans une revue hal-00621749v1

Some results on the wavelet packet decomposition of nonstationary processes

Sami Touati , Jean-Christophe Pesquet

Journal of Applied Signal Processing, 2002, 2002 (11), pp.1289-1295

Article dans une revue hal-00621779v1

Synthesis of bidimensional alpha-stable models with long-range dependence

Béatrice Pesquet-Popescu , Jean-Christophe Pesquet

Signal Processing, 2002, ? (82), pp.1927-1940

Article dans une revue hal-00621853v1

Bayesian wavelet denoising: Besov priors and non-Gaussian noises

David Leporini , Jean-Christophe Pesquet

Signal Processing, 2001, 81 (1), pp.55-67

Article dans une revue hal-00621733v1

Cumulant based independence measures for linear mixtures

Jean-Christophe Pesquet , Eric Moreau

IEEE Transactions on Information Theory, 2001, 47 (1), pp.1947-1956

Article dans une revue hal-00621746v1

Motion estimation in the presence of illumination variations

Frances Jane Hampson , Jean-Christophe Pesquet

Signal Processing: Image Communication, 2000, 16 (4), pp.373-381

Article dans une revue hal-00621716v1

Power-law shot noise and its relationships with long-memory alpha-stable processes

Athina P. Petropulu , Jean-Christophe Pesquet , Xueshi Yang , J. Yin

IEEE Transactions on Signal Processing, 2000, 48 (7), pp.1883-1892

Article dans une revue hal-00621771v1

High-order wavelet packets and cumulant field analysis

David Leporini , Jean-Christophe Pesquet

IEEE Transactions on Information Theory, 1999, 45 (1), pp.863-877

Article dans une revue hal-00621734v1
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A Proximal Approach for Stain Separation and Normalization of Whole-Slide Histopathological Images

Aymen Sadraoui , Astrid Laurent-Bellue , Mounir Kaaniche , Amel Benazza-Benyahia , Catherine Guettier et al.

ISBI 2026 - IEEE International Symposium on Biomedical Imaging, Apr 2026, London, United Kingdom

Communication dans un congrès hal-05511612v1
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UNEM: UNrolled Generalized EM for Transductive Few-Shot Learning

Long Zhou , Fereshteh Shakeri , Aymen Sadraoui , Mounir Kaaniche , Jean-Christophe Pesquet et al.

CVPR 2025 - Computer Vision and Pattern Recognition Conference, Jun 2025, Nashville (Tenessee), United States

Communication dans un congrès hal-05092880v1
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Analyse comparative d'algorithmes de restauration en architecture dépliée pour des signaux chromatographiques parcimonieux

Mouna Gharbi , Silvia Villa , Emilie Chouzenoux , Jean-Christophe Pesquet , Laurent Duval

GRETSI’25, Groupe de Recherche et d'Etudes de Traitement du Signal et des Images, Aug 2025, Strasbourg, France

Communication dans un congrès hal-05293397v1
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Numerical Implementation of Variational Morphological Operators on Graphs

Miguel Amorim , Jean-Christophe Pesquet , Tristan Portugues , Antonio Silveti-Falls , Hugues Talbot

DGMM 2025 - 4th International Conference on Discrete Geometry and Mathematical Morphology, Nov 2025, Groningen, Netherlands

Communication dans un congrès hal-05421047v1
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Deep Unrolled Architecture for Fast and Accurate Gaussian Independent Vector Analysis

Gaspard Blaise , Clément Cosserat , Emilie Chouzenoux , Jean-Christophe Pesquet , Tülay Adali

SSP 2025 - IEEE Statistical Signal Processing Workshop, Jun 2025, Edimbourg (Ecosse), United Kingdom

Communication dans un congrès hal-05056650v1
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Estimating the point-spread-function using 1 µm diameter microspheres for image restoration in biomedical multiphoton microscopy

Ségolène Martin , Julien Ajdenbaum , Emilie Chouzenoux , Laetitia Magnol , Véronique Blanquet et al.

SPIE Photonics Europe 2024, Apr 2024, Strasboug, France. pp.22, ⟨10.1117/12.3016624⟩

Communication dans un congrès hal-04669405v1
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Unrolled deep networks for sparse signal restoration in analytical chemistry

Mouna Gharbi , Silvia Villa , Emilie Chouzenoux , Jean-Christophe Pesquet , Laurent Duval

MLSP 2024 - 34th IEEE International Workshop on Machine Learning for Signal Processing, IEEE, Sep 2024, Londres, United Kingdom. ⟨10.1109/MLSP58920.2024.10734838⟩

Communication dans un congrès hal-04707472v1
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Vers une nouvelle génération de schémas de lifting basés sur les réseaux de neurones et application à la compression d'images

Tassnim Dardouri , Mounir Kaaniche , Amel Benazza-Benyahia , Jean-Christophe Pesquet , Gabriel Dauphin

COmpression et REprésentation des Signaux Audiovisuels, Institut National des Sciences Appliquées - Rennes [INSA Rennes], Nov 2024, Rennes, France

Communication dans un congrès hal-04873726v1
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Unrolled projected gradient algorithm for stain separation in digital histopathological images

Aymen Sadraoui , Astrid Laurent-Bellue , Mounir Kaaniche , Amel Benazza-Benyahia , Catherine Guettier et al.

ICIP 2024 - IEEE International Conference on Image Processing, Oct 2024, Abu Dhabi, United Arab Emirates. ⟨10.1109/icip51287.2024.10648171⟩

Communication dans un congrès hal-04444439v1
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Transductive Zero-Shot and Few-Shot CLIP

Ségolène Martin , Yunshi Huang , Fereshteh Shakeri , Jean-Christophe Pesquet , Ismail Ben Ayed

CVPR 2024 - IEEE Conference on Computer Vision and Pattern Recognition, Jun 2024, Seattle, Washington, United States

Communication dans un congrès hal-04534868v1
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Are almost non-negative neural networks universal approximators?

Vlad Vasilescu , Ana Neacsu , Jean-Christophe Pesquet

MLSP 2024 - IEEE International Workshop on Machine Learning for Signal Processing Search form Search, Sep 2024, London, United Kingdom. ⟨10.1109/MLSP58920.2024.10734768⟩

Communication dans un congrès hal-04698445v1
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Deep Equilibrium for Hyperparameter Estimation in Dynamic PET Reconstruction

Alix Chazottes , Emilie Chouzenoux , Jean-Christophe Pesquet , Florent Sureau

MIC 2024 - IEEE Medical Imaging Conference, Oct 2024, Tampa (Florida), United States. ⟨10.1109/NSS/MIC/RTSD57108.2024.10657967⟩

Communication dans un congrès hal-04707560v1
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Deep learning method for accessible eccentric photorefraction

Mathieu Vu , Emilie Chouzenoux , Jean-Christophe Pesquet , Stéphane Boutinon , Marius Peloux et al.

ISBI 2024 - 21st IEEE International Symposium on Biomedical Imaging, May 2024, Athènes, Greece

Communication dans un congrès hal-04488060v1
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Rapid and Noise-Resilient Mapping of Photogenerated Carrier Lifetime in Halide Perovskite Thin Films

Guillaume Vidon , Gabriele Scrivanti , Etienne Soret , Nao Harada , Emilie Chouzenoux et al.

2024 MRS Fall Meeting, Dec 2024, Boston (MA), United States

Communication dans un congrès hal-04906031v1
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A transductive few-shot learning approach for classification of digital histopathological slides from liver cancer

Aymen Sadraoui , Ségolène Martin , Eliott Barbot , Astrid Laurent-Bellue , Jean-Christophe Pesquet et al.

ISBI 2024 - 21st IEEE International Symposium on Biomedical Imaging, May 2024, Athènes, Greece. ⟨10.1109/ISBI56570.2024.10635817⟩

Communication dans un congrès hal-04305713v2

Proximal Splitting Adversarial Attack for Semantic Segmentation

Jérôme Rony , Jean-Christophe Pesquet , Ismail Ben Ayed

CVPR 2023 - IEEE/CVF Conference on Computer Vision and Pattern Recognition, Jun 2023, Vancouver (CA), Canada. pp.20524-20533, ⟨10.1109/CVPR52729.2023.01966⟩

Communication dans un congrès hal-04382554v1
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Stability of Unfolded Forward-Backward to Perturbations in Observed Data

Cécile de Valle , Ezequiel Centofanti , Emilie Chouzenoux , Jean-Christophe Pesquet

EUSIPCO 2023 - 31st European Signal Processing Conference, Sep 2023, Helsinki, Finland

Communication dans un congrès hal-04165350v1
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A proximal approach to IVA-G with convergence guarantees

Clément Cosserat , Ben Gabrielson , Emilie Chouzenoux , Jean-Christophe Pesquet , Tülay Adali

ICASSP 2023 - IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes (Grèce), Greece. ⟨10.1109/ICASSP49357.2023.10096421⟩

Communication dans un congrès hal-04094479v1
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Safe Design of Stable Neural Networks for Fault Detection in Small UAVs

Kavya Gupta , Fateh Kaakai , Béatrice Pesquet-Popescu , Jean-Christophe Pesquet

SAFECOMP 2022 - The 41st International Conference on Computer Safety, Reliability and Security, Sep 2022, Munich, Germany. pp.263-275, ⟨10.1007/978-3-031-14862-0_19⟩

Communication dans un congrès hal-03825404v1

Design of Robust Complex-Valued Feed-Forward Neural Networks

Ana Neacsu , Razvan Ciubotaru , Jean-Christophe Pesquet , Corneliu Burileanu

2022 30th European Signal Processing Conference (EUSIPCO), Aug 2022, Belgrade, Serbia. pp.1596-1600, ⟨10.23919/EUSIPCO55093.2022.9909696⟩

Communication dans un congrès hal-03934660v1
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Can GANs recover faults in electrical motor sensors?

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

ICLR 2022 - International Conference on Learning Representations (ICLR ), Apr 2022, Virtual, France

Communication dans un congrès hal-03887143v1
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A decomposition method for directional Total Variation with application to needle reconstruction in interventional imaging

Marion Savanier , Cyril Riddell , Yves Trousset , Emilie Chouzenoux , Jean-Christophe Pesquet

CT MEETING 2022 - The 7th International Meeting on Image Formation in X-Ray Computed Tomography, Jun 2022, Baltimore, United States. pp.123042W, ⟨10.1117/12.2647142⟩

Communication dans un congrès hal-03770330v1
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A Bregman Majorization-Minimization Framework for PET Image Reconstruction

Claire Rossignol , Florent Sureau , Émilie Chouzenoux , Claude Comtat , Jean-Christophe Pesquet

ICIP 2022 - 29th IEEE International Conference on Image Processing, Oct 2022, Bordeaux, France

Communication dans un congrès hal-03720547v1
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A CNC approach for Directional Total Variation

Gabriele Scrivanti , Émilie Chouzenoux , Jean-Christophe Pesquet

EUSIPCO 2022 - 30th European Signal Processing Conference, Aug 2022, Belgrade, Serbia

Communication dans un congrès hal-03692840v2

A Non-Convex Proximal Approach for Centroid-Based Classification

Mewe-Hezoudah Kahanam , Laurent Le Brusquet , Segolene Martin , Jean-Christophe Pesquet

2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022), May 2022, Singapore, Singapore. pp.5702-5706, ⟨10.1109/ICASSP43922.2022.9747071⟩

Communication dans un congrès hal-03688210v1
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Towards Practical Few-Shot Query Sets: Transductive Minimum Description Length Inference

Ségolène Martin , Malik Boudiaf , Emilie Chouzenoux , Jean-Christophe Pesquet , Ismail Ben Ayed

2022 Conference on Neural Information Processing Systems, Nov 2022, New Orleans, United States

Communication dans un congrès hal-03827880v1
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Sparsifying Networks via Subdifferential Inclusion

Sagar Verma , Jean-Christophe Pesquet

ICML 2021 - Thirty-eighth International Conference on Machine Learning, Jul 2021, Virtual, France

Communication dans un congrès hal-03294543v1

A Convex Formulation for the Robust Estimation of Multivariate Exponential Power Models

Nora Leïla Ouzir , Jean-Christophe Pesquet , Frédéric Pascal

2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022), May 2022, Singapore, France. pp.5772-5776, ⟨10.1109/ICASSP43922.2022.9747354⟩

Communication dans un congrès hal-03763278v1
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Proximal Gradient Algorithm in the Presence of Adjoint Mismatch

Marion Savanier , Emilie Chouzenoux , Jean-Christophe Pesquet , Cyril Riddell , Yves Trousset

EUSIPCO 2020 - 28th European Signal Processing Conference, Jan 2021, Amsterdam (virtual), Netherlands

Communication dans un congrès hal-02943659v2
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GPU-based Implementations of MM Algorithms. Application to Spectroscopy Signal Restoration

Mouna Gharbi , Emilie Chouzenoux , Jean-Christophe Pesquet , Laurent Duval

EUSIPCO 2021 - 29th European Signal Processing Conference, Aug 2021, Dublin / Virtual, Ireland

Communication dans un congrès hal-03275427v2
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A Neural Network Approach For Joint Optimization Of Predictors In Lifting-Based Image Coders

Tassnim Dardouri , M. Kaaniche , A. Benazza-Benyahia , Jean-Christophe Pesquet , G. Dauphin

2021 IEEE International Conference on Image Processing (ICIP), Sep 2021, Anchorage / Virtual, United States. pp.3747-3751, ⟨10.1109/ICIP42928.2021.9506737⟩

Communication dans un congrès hal-03526467v1
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A Penalized Subspace Strategy for Solving Large-Scale Constrained Optimization Problems

Ségolène Martin , Emilie Chouzenoux , Jean-Christophe Pesquet

EUSIPCO 2021 - 29th European Signal Processing Conference, Aug 2021, Dublin / Virtual, Ireland

Communication dans un congrès hal-03275387v1
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A Deep Learning Approach for Improved Segmentation of Lesions Related to Covid-19 Chest CT Scans

Vlad Vasilescu , Ana Neacsu , Emilie Chouzenoux , Jean-Christophe Pesquet , Corneliu Burileanu

ISBI 2021 - IEEE International Symposium on Biomedical Imaging, Apr 2021, Nice / Virtual, France

Communication dans un congrès hal-03188444v1

Signal Denoising Using a New Class of Robust Neural Networks

Ana Neacsu , Kavya Gupta , Jean-Christophe Pesquet , Corneliu Burileanu

EUSIPCO 2020 - 28th European Signal Processing Conference, Jan 2021, Amsterdam, Netherlands. pp.1492-1496, ⟨10.23919/Eusipco47968.2020.9287630⟩

Communication dans un congrès hal-03115064v1
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A Quantitative Analysis Of The Robustness Of Neural Networks For Tabular Data

Kavya Gupta , Beatrice Pesquet-Popescu , Fateh Kaakai , Jean-Christophe Pesquet

ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto, Canada. pp.8057-8061, ⟨10.1109/ICASSP39728.2021.9413858⟩

Communication dans un congrès hal-03527634v1

A Small-Scale Network for Seismic Patterns Classification

Monacer da Silva , Jean Charléty , Aurélia Fraysse , Jean-Christophe Pesquet

28th European Signal Processing Conference (EUSIPCO 2020), Jan 2021, Amsterdam, Netherlands. ⟨10.23919/Eusipco47968.2020.9287853⟩

Communication dans un congrès hal-03619395v1
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Deep transform and metric learning networks

Wen Tang , Emilie Chouzenoux , Jean-Christophe Pesquet , Hamid Krim

ICASSP 2021 - IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2021, Toronto Virtual, Canada

Communication dans un congrès hal-03281571v1
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An Adversarial Attacker for Neural Networks in Regression Problems

Kavya Gupta , Beatrice Pesquet-Popescu , Fateh Kaakai , Jean-Christophe Pesquet , Fragkiskos D. Malliaros

IJCAI Workshop on Artificial Intelligence Safety (AI Safety), Aug 2021, Montreal/Virtual, Canada

Communication dans un congrès hal-03527640v2
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Enhanced convergent PnP agorithms for image restoration

Matthieu Terris , Audrey Repetti , Jean-Christophe Pesquet , Yves Wiaux

2021 IEEE International Conference on Image Processing (ICIP), Sep 2021, Anchorage, United States. pp.1684-1688

Communication dans un congrès hal-03497818v1
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Robust reconstruction with nonconvex subset constraints

Arthur Marmin , Marc Castella , Jean-Christophe Pesquet

MLSP 2020 - IEEE 30th international workshop on Machine Learning for Signal Processing, Sep 2020, Espoo (online), Finland. pp.1-6, ⟨10.1109/MLSP49062.2020.9231524⟩

Communication dans un congrès hal-02977062v1
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Globally optimizing owing to tensor decomposition

Arthur Marmin , Marc Castella , Jean-Christophe Pesquet

EUSIPCO 2020 - 28th European Signal Processing Conference, Jan 2020, Amsterdam, Netherlands. pp.990-994, ⟨10.23919/Eusipco47968.2020.9287511⟩

Communication dans un congrès hal-03040027v1
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Building firmly nonexpansive convolutional neural networks

Matthieu Terris , Audrey Repetti , Jean-Christophe Pesquet , Yves Wiaux

ICASSP 2020 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2020, Barcelona, Spain. pp.8658-8662

Communication dans un congrès hal-03139360v1
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Optimized Lifting Scheme Based on a Dynamical Fully Connected Network for Image Coding

Tassnim Dardouri , Mounir Kaaniche , Amel Benazza-Benyahia , Jean-Christophe Pesquet

ICIP 2020 - The 27th IEEE International Conference on Image Processing, Oct 2020, Virtual, United Arab Emirates. ⟨10.1109/ICIP40778.2020.9191292⟩

Communication dans un congrès hal-03139684v1
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Neural networks based speed-torque estimators for induction motors and performance metrics

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

IECON 2020 - 46th Annual Conference of the IEEE Industrial Electronics Society, Oct 2020, Singapore, Singapore. pp.495-500, ⟨10.1109/IECON43393.2020.9255236⟩

Communication dans un congrès hal-02907937v1

Accuracy-Robustness Trade-Off for Positively Weighted Neural Networks

Ana Neacsu , Jean-Christophe Pesquet , Corneliu Burileanu

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing, May 2020, Barcelona, France. pp.8389-8393, ⟨10.1109/ICASSP40776.2020.9053803⟩

Communication dans un congrès hal-03140282v1
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Modeling electrical motor dynamics using encoder-decoder with recurrent skip connection

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

AAAI 2020 - 34th AAAI conference on artificial intelligence, Feb 2020, New York, United States. pp.1387-1394

Communication dans un congrès hal-02484188v1
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Detecting the Rank of a Symmetric Tensor

Arthur Marmin , Marc Castella , Jean-Christophe Pesquet

EUSIPCO 2019 - 27th European Signal Processing Conference, Sep 2019, Coruña, Spain. pp.1-5

Communication dans un congrès hal-02284991v1
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Multi-parametric 3D-point-spread function estimation in deep multiphoton microscopy with an original computational strategy dedicated to the reconstruction of muscle images

Claire Lefort , Emilie Chouzenoux , Laetitia Magnol , Henri Massias , Jean-Christophe Pesquet

SPIE Photonics Europe 2020, Apr 2020, Online Only, United States. ⟨10.1117/12.2554742⟩

Communication dans un congrès hal-02566520v1
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A New Spatially Adaptive TV Regularization for Digital Breast Tomosynthesis

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

ISBI 2020 - International Symposium on Biomedical Imaging, Apr 2020, Iowa City, United States

Communication dans un congrès hal-03066217v1
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A Matched CBCT Projector-Backprojector Based on the Convolution of B-splines

Marion Savanier , Cyril Riddell , Yves Trousset , Emilie Chouzenoux , Jean-Christophe Pesquet

CT Meeting 2020 - 6th International Conference on Image Formation in X-Ray Computed Tomography, Aug 2020, Regensburg (virtual), Germany

Communication dans un congrès hal-03140763v1
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A moment-based approach for guaranteed tensor decomposition

Arthur Marmin , Marc Castella , Jean-Christophe Pesquet

ICASSP 2020 - 45th International Conference on Acoustics, Speech and Signal Processing, May 2020, Barcelona, Spain. pp.3927-3931, ⟨10.1109/icassp40776.2020.9054186⟩

Communication dans un congrès hal-02654329v1
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A hybrid interior point - deep learning approach for Poisson image deblurring

Mathilde Galinier , Marco Prato , Emilie Chouzenoux , Jean-Christophe Pesquet

MLSP 2020 - IEEE International Workshop on Machine Learning for Signal Processing, Sep 2020, Espoo, Finland. 6p

Communication dans un congrès hal-03647254v1
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Online MR image reconstruction for compressed sensing acquisition in T2* imaging

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

SPIE Conference - Wavelets and Sparsity XVIII, Aug 2019, San Diego, United States

Communication dans un congrès hal-02265538v1
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Sparse signal reconstruction with a sign oracle

Arthur Marmin , Marc Castella , Jean-Christophe Pesquet

SPARS 2019 - Signal Processing with Adaptive Sparse Structured Representations - Workshop, Jul 2019, Toulouse, France

Communication dans un congrès hal-02196881v1
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Learned Image Deblurring by Unfolding a Proximal Interior Point Algorithm

Marie-Caroline Corbineau , Carla Bertocchi , Emilie Chouzenoux , Marco Prato , Jean-Christophe Pesquet

ICIP 2019 - 26th IEEE International Conference on Image Processing, IEEE, Sep 2019, Taipei, Taiwan. ⟨10.1109/ICIP.2019.8803438⟩

Communication dans un congrès hal-02303511v1

Online compressed sensing MR image reconstruction for high resolution T2* imaging

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

ISMRM 2019 - 27th Annual Meeting and Exhibition, May 2019, Montréal, Canada

Communication dans un congrès hal-02314904v1
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PLUMEE 2019 : Reconstruction numérique d'image en microscopie multiphotonique

Claire Lefort , Emilie Chouzenoux , Jean-Christophe Pesquet

PLUMEE 2019 - 6ème Colloque francophone PLUridisciplinaire sur les Matériaux, l’Environnement et l’Electronique, Apr 2019, Limoges, France

Communication dans un congrès hal-02426765v1
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How to globally solve non-convex optimization problems involving an approximate ℓ 0 penalization

Arthur Marmin , Marc Castella , Jean-Christophe Pesquet

ICASSP 2019 : IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. pp.5601-5605, ⟨10.1109/ICASSP.2019.8683692⟩

Communication dans un congrès hal-02196878v1
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A Data Augmentation Approach for Sampling Gaussian Models in High Dimension

Yosra Marnissi , Dany Abboud , Emilie Chouzenoux , Jean-Christophe Pesquet , Mohamed El-Badaoui et al.

EUSIPCO 2019 - 27th European Signal Processing Conference, Sep 2019, La Corogne, Spain. ⟨10.23919/eusipco.2019.8902496⟩

Communication dans un congrès hal-02314418v1

OSCAR-based reconstruction for compressed sensing and parallel MR imaging

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

ISMRM 2019 - 27th Annual Meeting and Exhibition, May 2019, Montréal, Canada

Communication dans un congrès hal-02314911v1
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MM Adapted MH Methods

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

BASP 2019 - International Biomedical and Astronomical Signal Processing Frontiers workshop, Feb 2019, Villars sur Ollon, Switzerland

Communication dans un congrès hal-02314412v1
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A New Approach for Microcalcification Enhancement in Digital Breast Tomosynthesis Reconstruction

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

ISBI 2019 - IEEE International Symposium on Biomedical Imaging, Apr 2019, Venise, Italy. ⟨10.1109/ISBI.2019.8759534⟩

Communication dans un congrès hal-02314420v1
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Forme lissée de rapports de normes lp/lq (SPOQ) pour la reconstruction des signaux avec pénalisation parcimonieuse.

Afef Cherni , Emilie Chouzenoux , Laurent Duval , Jean-Christophe Pesquet

GRETSI 2019 - 27ème Colloque francophonede traitement du signal et des images, Aug 2019, Lille, France

Communication dans un congrès hal-02179373v1
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A Novel Smoothed Norm Ratio for Sparse Signal Restoration Application to Mass Spectrometry.

Afef Cherni , Emilie Chouzenoux , Laurent Duval , Jean-Christophe Pesquet

SPARS 2019 - Signal Processing with Adaptive Sparse Structured Representations, Jul 2019, Toulouse, France

Communication dans un congrès hal-02179379v1
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Calibrationless oscar-based image reconstruction in compressed sensing parallel MRI

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

ISBI 2019 - IEEE International Symposium on Biomedical Imaging, Apr 2019, Venise, Italy. ⟨10.1109/isbi.2019.8759393⟩

Communication dans un congrès hal-02101262v1
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A Nonconvex Variational Approach for Robust Graphical Lasso

Alessandro Benfenati , Emilie Chouzenoux , Jean-Christophe Pesquet

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2018), Apr 2018, Calgary, Canada

Communication dans un congrès hal-01803424v1
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Linear convergence of stochastic block-coordinate fixed point algorithms

Patrick L Combettes , Jean-Christophe Pesquet

European Signal and Image Processing Conference (EUSIPCO 2018), Sep 2018, Rome, Italy. ⟨10.23919/EUSIPCO.2018.8552941⟩

Communication dans un congrès hal-01964580v1
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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

2017 IEEE International Conference on Image Processing (ICIP), Sep 2017, Beijing, China. ⟨10.1109/ICIP.2017.8296988⟩

Communication dans un congrès hal-01862840v1
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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
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Block-coordinate proximal algorithms for scale-free texture segmentation

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

ICASSP 2018 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, Canada. pp.1-5, ⟨10.1109/icassp.2018.8461991⟩

Communication dans un congrès hal-01736991v1
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PIPA: A New Proximal Interior Point Algorithm for Large Scale Convex Optimization

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

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2018), Apr 2018, Calgary, Canada. pp.1343-1347, ⟨10.1109/ICASSP.2018.8462173⟩

Communication dans un congrès hal-01803422v1
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Optimal Multivariate Gaussian Fitting for PSF Modeling in Two-Photon Microscopy

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

15 th IEEE International Symposium on Biomedical Imaging (ISBI 2018), Apr 2018, Washington DC, United States. ⟨10.1109/ISBI.2018.8363621⟩

Communication dans un congrès hal-01803413v1
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Geometry-Texture Decomposition/Reconstruction Using a Proximal Interior Point Algorithm

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

10th IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM 2018), Jul 2018, Sheffield, United Kingdom

Communication dans un congrès hal-01863408v1
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Signal reconstruction from sub-sampled and nonlinearly distorted observations

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

EUSIPCO 2018: 26th European Signal Processing Conference, Sep 2018, Roma, Italy. pp.1970-1974, ⟨10.23919/EUSIPCO.2018.8553174⟩

Communication dans un congrès hal-01957568v1
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A Two-Stage Subspace Trust Region Approach for Deep Neural Network Training

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

25th European Signal Processing Conference (EUSIPCO 2017), Aug 2017, Kos Island, Greece. pp.291-295, ⟨10.23919/EUSIPCO.2017.8081215⟩

Communication dans un congrès hal-01634538v1
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Approche de Douglas-Rachford aléatoire par blocs appliquée à la régression logistique parcimonieuse

Giovanni Chierchia , Afef Cherni , Emilie Chouzenoux , Jean-Christophe Pesquet

GRETSI 2017, Sep 2017, Juan les Pins, France. pp.1-4

Communication dans un congrès hal-01634525v1
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A global optimization approach for rational sparsity promoting criteria

Marc Castella , Jean-Christophe Pesquet

EUSIPCO 2017 - 25th European Signal Processing Conference, Aug 2017, Kos Island, Greece. pp.156 - 160, ⟨10.23919/EUSIPCO.2017.8081188⟩

Communication dans un congrès hal-01666536v1
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A Block Parallel Majorize-Minimize Memory Gradient Algorithm

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

BASP 2017 - International Biomedical and Astronomical Signal Processing Frontiers workshop, Jan 2017, Villars-sur-Oulon, Switzerland. pp.1, ⟨10.1109/ICIP.2016.7532949⟩

Communication dans un congrès hal-01634531v1
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A Proximal Approach for Solving Matrix Optimization Problems Involving a Bregman Divergence

Alessandro Benfenati , Emilie Chouzenoux , Jean-Christophe Pesquet

BASP 2017 - International Biomedical and Astronomical Signal Processing Frontiers workshop, Jan 2017, villars-sur-oulon, Switzerland

Communication dans un congrès hal-01613292v1
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A Fast Algorithm Based on a Sylvester-like Equation for LS Regression with GMRF Prior

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

CAMSAP 2017- IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Dec 2017, Curaçao, Netherlands Antilles

Communication dans un congrès hal-01635601v1
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Recovery of nonlinearly degraded sparse signals through rational optimization

Marc Castella , Jean-Christophe Pesquet

SPARS 2017 - 6th Signal Processing with Adaptive Sparse Structured Representations workshop, Jun 2017, Lisbonne, Portugal. pp.1-2

Communication dans un congrès hal-01575293v1

An Auxiliary Variable Method for Langevin based MCMC algorithms

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

IEEE Workshop on Statistical Signal Processing (SSP 2016), Jun 2016, Palma de Mallorque, Spain. pp.297--301, ⟨10.1109/SSP.2016.7551764⟩

Communication dans un congrès hal-01386560v1

Random primal-dual proximal iterations for sparse multiclass SVM

Giovanni Chierchia , Nelly Pustelnik , Jean-Christophe Pesquet

IEEE International Workshop on Machine Learning for Signal Processing, Sep 2016, Vietri sul Mare, Italy. ⟨10.1109/MLSP.2016.7738833⟩

Communication dans un congrès hal-01419697v1

Fast variational Bayesian signal recovery in the presence of Poisson-Gaussian noise

Yosra Marnissi , Yuling Y. Zheng , Jean-Christophe Pesquet

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2016, Shanghai, China. p. 3964-3968, ⟨10.1109/icassp.2016.7472421⟩

Communication dans un congrès hal-01370499v1
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A block parallel majorize-minimize memory gradient algorithm

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

IEEE International Conference on Image Processing (ICIP 2016), Sep 2016, Phoenix, AZ, United States. pp.3194 - 3198, ⟨10.1109/ICIP.2016.7532949⟩

Communication dans un congrès hal-01418417v1
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Stochastic forward-backward and primal-dual approximation algorithms with application to online image restoration

Patrick L Combettes , Jean-Christophe Pesquet

European Signal and Image Processing Conference (EUSIPCO 2016), Aug 2016, Budapest, Hungary. pp.1813 - 1817, ⟨10.1109/EUSIPCO.2016.7760561⟩

Communication dans un congrès hal-01422154v1

A parallel block-coordinate approach for primal-dual splitting with arbitrary random block selection

Audrey Repetti , Emilie Chouzenoux , Jean-Christophe Pesquet

European Signal Processing Conference, Sep 2015, Nice, France. p. 235-239

Communication dans un congrès hal-01370498v1

A Distributed Strategy for Computing Proximity Operators

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

Asilomar Conference on Signals, Systems, and Computers, Nov 2015, Asilomar, United States. p. 396-400, ⟨10.1109/ACSSC.2015.7421156⟩

Communication dans un congrès hal-01373644v1

An Epigraphic Splitting Technique for Sparse Multiclass SVM

Giovanni Chierchia , Nelly Pustelnik , Jean-Christophe Pesquet , Beatrice Pesquet-Popescu

Signal Processing with Adaptive Sparse Structured Representations (SPARS), Jul 2015, Cambridge, United Kingdom

Communication dans un congrès hal-02287028v1
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An Alternating Direction Method of Multipliers for Constrained Joint Diagonalization by Congruence (Invited Paper)

Lu Wang , Laurent Albera , Lotfi Senhadji , Jean-Christophe Pesquet

2015 IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Dec 2015, Cancun, Mexico. pp.197-200, ⟨10.1109/CAMSAP.2015.7383770⟩

Communication dans un congrès hal-01245119v1

A Random Block-Coordinate Primal-Dual Proximal Algorithm with Application to 3D Mesh Denoising

Audrey Repetti , Emilie Chouzenoux , Jean-Christophe Pesquet

IEEE International Conference on Acoustics, Speech, and Signal Processing, Apr 2015, Brisbane, Australia. p. 3561-3565

Communication dans un congrès hal-01370504v1
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Sparse adaptive template matching and filtering for 2D seismic images with dual-tree wavelets and proximal methods

Mai Quyen Pham , Caroline Chaux , Laurent Duval , Jean-Christophe Pesquet

ICIP - International Conference on Image Processing 2015, Sep 2015, Québec City, Canada. pp.2339-2343, ⟨10.1109/ICIP.2015.7351220⟩

Communication dans un congrès hal-01278494v1
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Un petit tutoriel sur les méthodes primales-duales proximales pour l'optimisation convexe

Audrey Repetti , Emilie Chouzenoux , Jean-Christophe Pesquet

GRETSI, Sep 2015, Lyon, France

Communication dans un congrès hal-01379997v1

Proximal Primal-Dual Optimization Methods

Audrey Repetti , Emilie Chouzenoux , Jean-Christophe Pesquet

International Biomedical and Astronomical Signal Processing Frontiers workshop, Jan 2015, Villars-sur-Oulon, Switzerland. page 25

Communication dans un congrès hal-01370505v1
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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
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Optimization of a Geman-McClure like criterion for sparse signal deconvolution

Marc Castella , Jean-Christophe Pesquet

CAMSAP 2015 : 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Dec 2015, Cancun, Mexico. pp.317-320, ⟨10.1109/CAMSAP.2015.7383798⟩

Communication dans un congrès hal-01263352v2
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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
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A constrained-based optimization approach for seismic data recovery problems

Mai Quyen Pham , Caroline Chaux , Laurent Duval , Jean-Christophe Pesquet

ICASSP 2014 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2014, Firenze, Italy. pp.2377-2381, ⟨10.1109/ICASSP.2014.6854025⟩

Communication dans un congrès hal-01278420v1
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Epigraphical proximal projection for sparse multiclass SVM

Giovanni Chierchia , Nelly Pustelnik , Jean-Christophe Pesquet , Beatrice Pesquet-Popescu

IEEE International Conference on Acoustics, Speech and Signal Processing, May 2014, Florence, Italy. ⟨10.1109/ICASSP.2014.6855222⟩

Communication dans un congrès hal-01796717v1
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A multi-parameter optimization approach for complex continuous sparse modelling

Emilie Chouzenoux , Jean-Christophe Pesquet , Anisia Florescu

19th International Conference on Digital Signal Processing (DSP 2014), Aug 2014, Hong-Kong, China. pp.817 - 820, ⟨10.1109/ICDSP.2014.6900780⟩

Communication dans un congrès hal-01077331v1
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A Forward-Backward View of Some Primal-Dual Optimization Methods in Image Recovery

Patrick Louis Combettes , Laurent Condat , Jean-Christophe Pesquet , Bang Cong Vu

ICIP 2014 - 21st IEEE International Conference on Image Processing, Oct 2014, Paris, France. ⟨10.1109/ICIP.2014.7025841⟩

Communication dans un congrès hal-01098038v1
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A preconditioned Forward-Backward approach with application to large-scale nonconvex spectral unmixing problems

Audrey Repetti , Emilie Chouzenoux , Jean-Christophe Pesquet

39th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014)., May 2014, Florence, Italy. pp.1498 - 1502, ⟨10.1109/ICASSP.2014.6853847⟩

Communication dans un congrès hal-01077329v1
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A stochastic 3MG algorithm with application to 2d filter identification

Emilie Chouzenoux , Jean-Christophe Pesquet , Anisia Florescu

22th European Signal Processing Conference (EUSIPCO 2014), Sep 2014, Lisbon, Portugal

Communication dans un congrès hal-01077261v1

Accurate rate-distortion approximation for sparse Bernoulli-Generalized Gaussian models

Mounir Kaaniche , Aurélia Fraysse , Beatrice Pesquet-Popescu , Jean-Christophe Pesquet

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014), May 2014, Florence, Italy. ⟨10.1109/icassp.2014.6853953⟩

Communication dans un congrès hal-01090564v1
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Majorize-Minimize adapted Metropolis-Hastings algorithm. Application to multichannel image recovery

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

22th European Signal Processing Conference (EUSIPCO 2014), Sep 2014, Lisbon, Portugal

Communication dans un congrès hal-01077273v1
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A nonconvex regularized approach for phase retrieval

Audrey Repetti , Emilie Chouzenoux , Jean-Christophe Pesquet

21st IEEE International Conference on Image Processing (ICIP 2014), Oct 2014, Paris, France

Communication dans un congrès hal-01094452v1
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A hybrid alternating proximal method for blind video restoration

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

22th European Signal Processing Conference (EUSIPCO 2014), Sep 2014, Lisbon, Portugal

Communication dans un congrès hal-01077269v1

Seismic multiple removal with a Primal-Dual proximal algorithm

Mai Quyen Pham , Caroline Chaux , Laurent Duval , Jean-Christophe Pesquet

ICASSP, May 2013, Vancouver, Canada. 5 pp

Communication dans un congrès hal-00825809v1

Reconstruction d'image en présence de bruit gaussien dépendant par un algorithme Explicite-Implicite à métrique variable

Audrey Repetti , Emilie Chouzenoux , Jean-Christophe Pesquet

XXIVième colloque GRETSI sur le Traitement du Signal et des Images, Sep 2013, Brest, France. pp.xx-xx

Communication dans un congrès hal-00866804v1

Estimation d'un signal complexe à partir d'un modèle parcimonieux perturbé

Anisia Florescu , Emilie Chouzenoux , Jean-Christophe Pesquet , Silviu Ciochina

XXIVième colloque GRETSI sur le Traitement du Signal et des Images, Sep 2013, Brest, France. pp.xx-xx

Communication dans un congrès hal-00866816v1
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A proximal approach for signal recovery based on information measures

Mireille El Gheche , Anna Jezierska , Jean-Christophe Pesquet , Joumana Farah

EUSIPCO 2013, Sep 2013, Marrakech, Morocco. pp.xx-xx

Communication dans un congrès hal-00842713v1
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Filtrage de multiples sismiques par ondelettes et optimisation convexe

Mai Quyen Pham , Caroline Chaux , Laurent Duval , Jean-Christophe Pesquet

Colloque Gretsi 2013, Sep 2013, Brest, France. pp.xx-xx

Communication dans un congrès hal-00914637v1
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A proximal approach for optimization problems involving Kullback divergences

Mireille El Gheche , Jean-Christophe Pesquet , Farah Joumana

International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2013, Vancouver, Canada. pp.xx-xx

Communication dans un congrès hal-00842705v1
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An epigraphical convex optimization approach for multicomponent image restoration using non-local structure tensor

Giovanni Chierchia , Nelly Pustelnik , Jean-Christophe Pesquet , Béatrice Pesquet-Popescu

Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on, May 2013, Canada

Communication dans un congrès hal-00826003v1

Generalized multivariate exponential power prior for wavelet-based multichannel image restoration

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

20th IEEE International Conference on Image Processing (ICIP 2013), Sep 2013, Melbourne, Australia. pp.2402-2406

Communication dans un congrès hal-00829444v1

A complex-valued majorize-minimize memory gradient method with application to parallel MRI

Anisia Florescu , Emilie Chouzenoux , Jean-Christophe Pesquet , Philippe Ciuciu , Silviu Ciochina

21st European Signal Processing Conference (EUSIPCO 2013), Sep 2013, Marrakech, Morocco. pp.14283743.1-14283743.5

Communication dans un congrès hal-00866800v1

Adaptive lifting scheme with a global L-1 minimization technique for stereo image coding

Mounir Kaaniche , Beatrice Pesquet-Popescu , Amel Benazza-Benyahia , Jean-Christophe Pesquet

IEEE International Conference on Image Processing, ICIP, Oct 2012, Orlando, United States

Communication dans un congrès hal-02411928v1
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A proximal approach for constrained cosparse modelling

Giovanni Chierchia , Nelly Pustelnik , Jean-Christophe Pesquet , Béatrice Pesquet-Popescu

Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on, Mar 2012, Kyoto, Japan. pp.3433 - 3436, ⟨10.1109/ICASSP.2012.6288654⟩

Communication dans un congrès hal-00826002v1
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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
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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
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A convex programming bit allocation method for sparse sources

Mounir Kaaniche , Aurélia Fraysse , Beatrice Pesquet-Popescu , Jean-Christophe Pesquet

Proceedings of the IEEE International Picture Coding Symposium (PCS), May 2012, Poland. pp.853-856

Communication dans un congrès hal-00734456v1
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A penalized weighted least squares approach for restoring data corrupted with signal-dependent noise

Audrey Repetti , Emilie Chouzenoux , Jean-Christophe Pesquet

20th European Signal Processing Conference (EUSIPCO 2012), Aug 2012, Bucarest, Romania. pp.1553-1557

Communication dans un congrès hal-00733786v1
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Adaptive lifting schemes with a global L1 minimization technique for image coding

Mounir Kaaniche , Beatrice Pesquet-Popescu , Jean-Christophe Pesquet , Amel Benazza-Benyahia

IEEE International Conference on Image Processing, Oct 2012, United States. pp.2461-2464

Communication dans un congrès hal-00827521v1
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ℓ1-Adapted Non Separable Vector Lifting Schemes For Stereo Image Coding

Mounir Kaaniche , Beatrice Pesquet-Popescu , Jean-Christophe Pesquet

Proceedings of the 20th European Signal Processing Conference (EUSIPCO 2012), Aug 2012, Romania

Communication dans un congrès hal-00734457v1

A convex variational approach for multiple removal in seismic data

Diego Gragnaniello , Caroline Chaux , Jean-Christophe Pesquet , Laurent Duval

EUSIPCO, Aug 2012, Bucarest, Romania. 5 pp

Communication dans un congrès hal-00825814v1
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Bancs de filtres et méthodes proximales pour la restauration d'images

Nelly Pustelnik , Jean-Christophe Pesquet , Caroline Chaux

GRETSI 2011, Sep 2011, Bordeaux, France. pp.ID350

Communication dans un congrès hal-00733637v1
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Schémas de lifting adaptatifs via des critères parcimonieux

Mounir Kaaniche , Jean-Christophe Pesquet , Amel Benazza-Benyahia , Beatrice Pesquet-Popescu

Groupe d'Etudes du Traitement du Signal et des Images (GRETSI), Sep 2011, Bordeaux, France

Communication dans un congrès hal-00733803v1
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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
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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
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Image reconstruction from multiple sensors using Stein's principle. Application to parallel MRI

Alexandru Marin , Caroline Chaux , Jean-Christophe Pesquet , Philippe Ciuciu

ISBI 2011, Mar 2011, United States

Communication dans un congrès hal-00733471v1
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Disparity map estimation under convex constraints using proximal algorithms

Mireille El Gheche , Jean-Christophe Pesquet , Youmana Farah , Caroline Chaux , Béatrice Pesquet-Popescu

SIPS 2011, Oct 2011, Beirut, Lebanon. pp.293--298

Communication dans un congrès hal-00733655v1
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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
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Proximal splitting methods for depth estimation

Mireille El Gheche , Jean-Christophe Pesquet , Farah Joumana , Mounir Kaaniche , Beatrice Pesquet-Popescu

Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2011, Prague, Czech Republic. pp.853-856

Communication dans un congrès hal-00733840v1
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Méthodes proximales pour l'estimation du champ de disparité à partir d'une paire d'images stéréoscopiques en présence de variations d'illumination

Mireille El Gheche , Caroline Chaux , Jean-Christophe Pesquet , Béatrice Pesquet-Popescu , Youmana Farah

GRETSI 2011, Sep 2011, Bordeaux, France. pp.ID454

Communication dans un congrès hal-00733649v1

A hierarchical Bayesian model for frame representation

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

IEEE International Conference Acoustics, Speech, and Signal (ICASSP), Mar 2010, Dallas, USA, France. pp.4086-4089

Communication dans un congrès hal-00853350v1
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Alternating proximal algorithm for blind image recovery

Jérôme Bolte , Patrick Louis Combettes , Jean-Christophe Pesquet

IEEE International Conference on Image Processing (ICIP 2010), Sep 2010, Honk Kong, China. pp.1673-1676

Communication dans un congrès hal-00844115v1
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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
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Two-dimensional non separable adaptive lifting scheme for still and stereo image coding

Mounir Kaaniche , Jean-Christophe Pesquet , Amel Benazza-Benyahia , Beatrice Pesquet-Popescu

IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP), Mar 2010, United States. pp.1298-1301

Communication dans un congrès hal-00827529v1
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Parallel Algorithm and Hybrid Regularization for Dynamic PET Reconstruction

Nelly Pustelnik , Caroline Chaux , Jean-Christophe Pesquet , Claude Comtat

IEEE Medical Imaging Conference, Oct 2010, Knoxville, Tennessee, United States. pp.2423--2427

Communication dans un congrès hal-00733493v1

Proximal methods for image restoration using a class of non-tight frame representations

Nelly Pustelnik , Jean-Christophe Pesquet , Caroline Chaux

EUSIPCO 2010, Aug 2010, Aalborg, Denmark. pp.611-615

Communication dans un congrès hal-00714265v1
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Proximal method for geometry and texture image decomposition

Luis M. Briceno-Arias , Patrick Louis Combettes , Jean-Christophe Pesquet , Nelly Pustelnik

IEEE International Conference on Image Processing (ICIP), Sep 2010, Hong-Kong, Hong Kong SAR China. pp.x+4

Communication dans un congrès hal-00826120v1
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Adapted Convex Optimization Algorithm for Wavelet-Based Dynamic PET Reconstruction

Nelly Pustelnik , Caroline Chaux , Jean-Christophe Pesquet , F. Sureau , E. Dush et al.

Fully3D, Sep 2009, Beijing, China. 10pp

Communication dans un congrès hal-00621954v1
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Hybrid regularization for data restoration in the presence of Poisson noise

Nelly Pustelnik , Caroline Chaux , Jean-Christophe Pesquet

17th European Signal Processing Conference (EUSIPCO'09), Aug 2009, France. 10pp

Communication dans un congrès hal-00621941v1
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Minimization of a sparsity promoting criterion for the recovery of complex-valued signals

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

SPARS'09 - Signal Processing with Adaptive Sparse Structured Representations, Inria Rennes - Bretagne Atlantique, Apr 2009, Saint Malo, France

Communication dans un congrès inria-00369590v1
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Dense disparity map representations for stereo image coding

Mounir Kaaniche , Wided Miled , Béatrice Pesquet-Popescu , Amel Benazza-Benyahia , Jean-Christophe Pesquet

IEEE International Conference on Image Processing, Nov 2009, Egypt. pp.725-728

Communication dans un congrès hal-00841483v1

Une méthode d'allocation de débit basse-résolution pour des données parcimonieuses

Aurélia Fraysse , Beatrice Pesquet-Popescu , Jean-Christophe Pesquet

GRETSI, 2009, France. http://hdl.handle.net/2042/28969

Communication dans un congrès hal-00555302v1
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Solving inverse problems with overcomplete transforms and convex optimization techniques

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

SPIE, Aug 2009, San Diego, California, United States

Communication dans un congrès hal-00826119v1
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Dense disparity map representations for stereo image coding

Mounir Kaaniche , Wided Miled , Béatrice Pesquet-Popescu , Amel Benazza-Benyahia , Jean-Christophe Pesquet

IEEE International Conference on Image Processing (ICIP'09), 2009, Le Caire, Egypt. pp.725-728, ⟨10.1109/ICIP.2009.5414305⟩

Communication dans un congrès hal-00621939v1
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A wavelet-based quadratic extension method for image deconvolution in the presence of Poisson noise

Nelly Pustelnik , Caroline Chaux , Jean-Christophe Pesquet

34th International Conference on Acoustics, Speech, and Signal Processing (ICASSP'09), Apr 2009, France. 10pp

Communication dans un congrès hal-00621931v1

Two denoising Sure-let methods for complex oversampled subband decompositions

Jérôme Gauthier , L. Duval , Jean-Christophe Pesquet

Proc. European Signal Processing Conference Conference (EUSIPCO'08), 2008, France. 10pp

Communication dans un congrès hal-00621895v1

Wavelet-constrained stereo matching under photometric variations

W. Miled , Jean-Christophe Pesquet , M. Parent

SPIE Optical and Digital Image Processing, Apr 2008, Strasbourg, France, France. 10pp

Communication dans un congrès hal-00621889v1
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A convex programming approach for color stereo matching

Wided Miled , Béatrice Pesquet-Popescu , Jean-Christophe Pesquet

MMSP 2008, Oct 2008, Cairns, Australia. ⟨10.1109/MMSP.2008.4665098⟩

Communication dans un congrès hal-01372371v1

Autocalibrated regularized parallel MRI reconstruction in the wavelet

L. Chaâri , Jean-Christophe Pesquet , A. Benazza-Benyahia , Philippe Ciuciu

IEEE International Symposium on Biomedical Imaging (ISBI'08), May 2008, Paris, France, France. pp.756-759

Communication dans un congrès hal-00621892v1

Image Denoising in the Wavelet Transform Domain Based on Stein's Principle

A. Benazza-Benyahia , Jean-Christophe Pesquet , Caroline Chaux

1st Workshops on Image Processing Theory, Tools and Applications (IPTA'08), Nov 2008, Sousse, Tunisia, France. 9pp

Communication dans un congrès hal-00621930v1

A SURE approach for image deconvolution in an orthonormal wavelet basis

A. Benazza-Benyahia , Jean-Christophe Pesquet

International Symposium on Communications, Control and Signal Processing (ISCCSP'08), Mar 2008, St Julians, Malta, France. pp.1536-1541

Communication dans un congrès hal-00621928v1

Rate-distortion results for Generalized Gaussian distributions

Aurélia Fraysse , Béatrice Pesquet-Popescu , Jean-Christophe Pesquet

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'08), 2008, Las Vegas, United States. pp.3753-3756, ⟨10.1109/ICASSP.2008.4518469⟩

Communication dans un congrès hal-00621907v1

A constrained forward-backward algorithm for image recovery problems

Nelly Pustelnik , Caroline Chaux , Jean-Christophe Pesquet

16th European Signal Processing Conference (EUSIPCO'08), Aug 2008, Lausanne, Switzerland, France. 10pp

Communication dans un congrès hal-00621916v1

Une nouvelle approche du codage par descriptions multiples, utilisant des représentations linéaires creuses

Claudia Teodora Petrisor , Aurélia Fraysse , Beatrice Pesquet-Popescu , Jean-Christophe Pesquet

GRETSI, 2007, Troyes, France

Communication dans un congrès hal-01119931v1

Oversampled inverse complex lapped transform optimization

Jérôme Gauthier , L. Duval , Jean-Christophe Pesquet

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'07), Apr 2007, Honolulu, Hawaii, France. 10pp

Communication dans un congrès hal-00621824v1
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Robust Obstacle Detection based on Dense Disparity Maps

Wided Miled , Jean-Christophe Pesquet , Michel Null Parent

Eleventh International Conference on Computer Aided Systems Theory - EUROCAST 2007, Feb 2007, Las Palmas de Gran Canaria, Canary Islands / Espagne

Communication dans un congrès inria-00129750v1

Short-term spectral Analysis and synthesis improvements with oversampled inverse filter banks

Jérôme Gauthier , L. Duval , Jean-Christophe Pesquet

Wavelet applications in signal and image processing (SPIE'07), Aug 2007, France. 10pp

Communication dans un congrès hal-00621898v1

Opérateurs proximaux pour la restauration bayésienne de signaux

Caroline Chaux , Patrick Louis Combettes , Jean-Christophe Pesquet , Valérie R. Wajs

Groupe de recherche et d'études du traitement du signal et des images (GRETSI'07), Sep 2007, Troyes, France, France. pp.1277-1280

Communication dans un congrès hal-00621894v1

A compressed sensing approach to frame-based multiple description coding

T. Petrisor , B. Pesquet-Popescu , Jean-Christophe Pesquet

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'07), Apr 2007, Honolulu, Hawaii, France. pp.709-712

Communication dans un congrès hal-00621875v1

Une nouvelle approche du codage par descriptions multiples

T. Petrisor , A. Fraysse , B. Pesquet-Popescu , Jean-Christophe Pesquet

21ème Groupe de recherche et d'études du traitement du signal et des images (GRETSI'07), Sep 2007, Troyes, France, France. pp.1277-1280

Communication dans un congrès hal-00621879v1
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Lifting schemes for joint coding of stereoscopic pairs of satellite images

Mounir Kaaniche , Amel Benazza-Benyahia , Jean-Christophe Pesquet , Béatrice Pesquet-Popescu

European Signal and Image Processing Conference (EUSIPCO'07), Sep 2007, France. 10pp

Communication dans un congrès hal-00621877v1
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2D dual-tree complex biorthogonal M-band wavelet transform

Caroline Chaux , Jean-Christophe Pesquet , Laurent Duval

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'07), Apr 2007, Honolulu, Hawaii, USA, United States. pp.845-848

Communication dans un congrès hal-00621884v1

Construction de bancs de filtres faiblement redondants

Jérôme Gauthier , L. Duval , Jean-Christophe Pesquet

21ème Groupe de recherche et d'études du traitement du signal et des images (GRETSI'07), Sep 2007, Troyes, France, France. pp.965-968

Communication dans un congrès hal-00621878v1

$M$-band filter banks and dual-tree wavelets for engine combustion and geophysical image analysis

Laurent Duval , Caroline Chaux , Jean-Christophe Pesquet

Wavelet Applications in Industrial Processing IV, on SPIE Symposium Optics East, 2006, Boston, MA, USA, France. 10pp

Communication dans un congrès hal-00621886v1
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Wavelet Constrained Regularization For Disparity Map Estimation

Wided Miled , Jean-Christophe Pesquet , Michel Null Parent

European Signal Processing Conference, Sep 2006, Florence - Italy

Communication dans un congrès inria-00001256v3

Use of Stein's principle for multichannel image denoising

Caroline Chaux , Amel Benazza-Benyahia , Jean-Christophe Pesquet

IEEE-EURASIP International Symposium on Control, Communications, and Signal Processing (ISCCSP'06), Mar 2006, France. 10pp

Communication dans un congrès hal-00621887v1

A decomposition method for nonsmooth convex variational signal recovery

H. H. Bauschke , Patrick Louis Combettes , Jean-Christophe Pesquet

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'06), May 2006, Toulouse, France, France. pp.889-992

Communication dans un congrès hal-00621870v1

Dense disparity estimation from stereo images

Wided Miled , Jean-Christophe Pesquet , M. Parent

International symposium on Image/Video Communications (ISIVC'06), Sep 2006, Hammamet, Tunisia, France. 10pp

Communication dans un congrès hal-00621816v1
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A new estimator for image denoising using a 2D dual-tree M-band wavelet decomposition

Caroline Chaux , Laurent Duval , Amel Benazza-Benyahia , Jean-Christophe Pesquet

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'06), May 2006, United States. pp.249-252

Communication dans un congrès hal-00621899v1

Multichannel image deconvolution in the wavelet transform domain

A. Benazza-Benyahia , Jean-Christophe Pesquet

European Signal and Image Processing Conference (EUSIPCO'06), Sep 2006, Firenze, Italy, France. 10pp

Communication dans un congrès hal-00621874v1
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Dense Disparity Estimation From Stereo Images

Wided Miled , Jean-Christophe Pesquet , Michel Null Parent

3rd International Symposium on Image/Video Communications, Sep 2006, Hammamet, Tunisia

Communication dans un congrès inria-00069063v2
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Iterative image deconvolution using overcomplete representations

Caroline Chaux , Patrick Louis Combettes , Jean-Christophe Pesquet , Valérie R. Wajs

European Signal Processing Conference (EUSIPCO'06), Sep 2006, Florence, Italy. 10pp

Communication dans un congrès hal-00621888v1

Low redundancy oversampled lapped transforms and application to 3D seismic data filtering

Jérôme Gauthier , L. Duval , Jean-Christophe Pesquet

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'06), May 2006, Toulouse, France, France. pp.821-824

Communication dans un congrès hal-00621823v1
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Disparity Map Estimation Using A Total Variation Bound

Wided Miled , Jean-Christophe Pesquet , Michel Null Parent

Third Canadian Conference on Computer and Robot Vision, Jun 2006, Quebec

Communication dans un congrès inria-00001255v1

Disparity map estimation using a total variation bound

W. Miled , Jean-Christophe Pesquet , M. Parent

3rd Canadian Conference on Computer and Robot Vision, Jun 2006, Québec, Canada, France. pp.48-55

Communication dans un congrès hal-00621818v1

An interscale multivariate statistical model for MAP multicomponent image denoising in the wavelet transform domain

A. Elmzoughi , Amel Benazza-Benyahia , Jean-Christophe Pesquet

IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP'2005, Mar 2005, Phildelphia, PA, France. pp.45-48

Communication dans un congrès hal-00621708v1

A forward-backward algorithm for image restoration with sparse representations

Caroline Chaux , Patrick Louis Combettes , Jean-Christophe Pesquet , Valérie R. Wajs

Signal Processing with Adaptative Sparse Structured Representations (SPARS'05), Nov 2005, Rennes, France, France. pp.49-52

Communication dans un congrès hal-00621893v1

An embedded coder for multispectral image compression based on vector lifting structures

J. Hattay , A. Benazza-Benyahia , Jean-Christophe Pesquet

IEEE International Conference on Electronics, Circuits and Systems (ICECS'05), Dec 2005, Gammarth, Tunisia, France. 10pp

Communication dans un congrès hal-00621873v1

Seismic data analysis and filtering with dual-tree M-band wavelets

Laurent Duval , Caroline Chaux , Jean-Christophe Pesquet , Karine Broto

SIAM Conference on Mathematical and Computational Issues in the Geosciences (SIAM GS), Jun 2005, Avignon, France

Communication dans un congrès hal-01278528v1

Comparison of redundant wavelet schemes for multiple description

P. Petrisor , C. Tillier , B. Pesquet-Popescu , Jean-Christophe Pesquet

International Conference on Acoustics, Speech and Signal Processing (ICASSP'05), Mar 2005, Phildelphia, PA, France. pp.913-916

Communication dans un congrès hal-00621869v1

A non separable 2D complex modulated lapped transform and its applications to seismic data filtering

Jérôme Gauthier , L. Duval , Jean-Christophe Pesquet

European Signal and Image Processing Conference (EUSIPCO'05), Sep 2005, France. 10pp

Communication dans un congrès hal-00621822v1

Source separation by quadratic contrast functions: a blind approach based on any higher-order statistics

Marc Castella , Saloua Rhioui , Eric Moreau , Jean-Christophe Pesquet

IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP'2005, Mar 2005, Philadelphia, USA, France. pp.569-572

Communication dans un congrès hal-00621677v1

A block-thresholding method for multispectral image denoising

Caroline Chaux , Amel Benazza-Benyahia , Jean-Christophe Pesquet

Proceedings SPIE (Society of Photo-Optical Instrumentation Engineers) Conference, Aug 2005, San Diego, CA, USA, France. pp.1H-1-1H-13

Communication dans un congrès hal-00621849v1

Etude du bruit dans une analyse $M$-bandes en arbre dual

Caroline Chaux , Laurent Duval , Jean-Christophe Pesquet

Groupe de recherche et d'études du traitement du signal et des images (GRETSI'05), Sep 2005, Louvain, Belgique, France. pp.229-232

Communication dans un congrès hal-00621890v1

Wavelet-based multiple description coding of images with iterative convex optimization techniques

T. Petrisor , B. Pesquet-Popescu , Jean-Christophe Pesquet

IEEE International Conference on Image Processing (ICIP'05), Sep 2005, Genova, Italy, France. pp.III.924-III.927

Communication dans un congrès hal-00621880v1
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2D dual-tree M-band wavelet decomposition

Caroline Chaux , Laurent Duval , Jean-Christophe Pesquet

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'05), Mar 2005, Phildelphia, PA, United States. pp.537-540

Communication dans un congrès hal-00621891v1

Adaptive lifting for multicomponent image coding through quadtree partitioning

J. Hattay , Amel Benazza-Benyahia , Jean-Christophe Pesquet

IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP'2005, Mar 2005, Phildelphia, PA, France. pp.213-216

Communication dans un congrès hal-00621719v1

Seismic data analysis with a dual-tree $M$-band wavelet transform

Caroline Chaux , Laurent Duval , Jean-Christophe Pesquet

67th European Assoc. of Geophysicists and Engineers Conference (EAGE'05), Jun 2005, Madrid, Spain, France. 10pp

Communication dans un congrès hal-00621900v1

A minimax approach for mean square denoising

Jean-Christophe Pesquet , Y. Eldar

13th Workshop on Statistical Signal Processing (SSP'05), Jul 2005, France. 10pp

Communication dans un congrès hal-00621872v1

Constraint construction in convex set theoretic signal recovert via Stein's principle

Patrick Louis Combettes , Jean-Christophe Pesquet

IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2004, 2004, Montréal, Canada, France. pp.945-948

Communication dans un congrès hal-00621696v1

An interscale multivariate MAP estimation of multispectral images

Amel Benazza-Benyahia , Jean-Christophe Pesquet

Proc. European Signal and Image Processing Conference (EUSIPCO'04), Sep 2004, Vienna, Austria, France. 10pp

Communication dans un congrès hal-00621808v1

An iterative blind source separation method for convolutive mixtures of images

Marc Castella , Jean-Christophe Pesquet

Proc. International Conference on Independent Component Analysis, ICA 04, Sep 2004, Granada, Spain, France. pp.922-929

Communication dans un congrès hal-00621871v1

Blind MIMO detection of convolutively mixed CPM sources

Marc Castella , Pascal Bianchi , Antoine Chevreuil , Jean-Christophe Pesquet

Proc. European Signal and Image Processing Conference, EUSIPCO 04, 2004, Vienna, Austria, France. 10pp

Communication dans un congrès hal-00621673v1
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Hilbert pairs of M-band orthonormal wavelet bases

Caroline Chaux , Laurent Duval , Jean-Christophe Pesquet

Proc. European Signal Processing Conference Conference (EUSIPCO'04), Sep 2004, Vienna, Austria, France. pp.1187-1190

Communication dans un congrès hal-00621901v1

Constraint construction in convex set theoretic signal recovery via Stein's principle,

Patrick Louis Combettes , Jean-Christophe Pesquet

2004, pp.813-816

Communication dans un congrès hal-00017941v1

An extended SURE approach for multicomponent image denoising

Amel Benazza-Benyahia , Jean-Christophe Pesquet

Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'04), May 2004, Montréal, Canada, France. pp.945-948

Communication dans un congrès hal-00621662v1

Redundant multiresolution analysis for multiple description video coding

T. Petrisor , C. Tillier , B. Pesquet-Popescu , Jean-Christophe Pesquet

6th Workshop on Multimedia Signal Processing (MMSP'04), 2004, Sienna, Italy, France. pp.95-98

Communication dans un congrès hal-00621852v1

Adaptive lifting schemes using variable-size block segmentation

J. Hattay , A. Benazza-Benyahia , Jean-Christophe Pesquet

Advanced Concepts for Intelligent Vision Systems, ACIVS 2004, Aug 2004, Brussels, Belgium, France. 10pp

Communication dans un congrès hal-00621720v1

Estimating first-order finite-difference information in image restoration problems

Patrick Louis Combettes , Jean-Christophe Pesquet

2004, pp.321-324

Communication dans un congrès hal-00017849v1

Estimating first-order finite-difference information in image restoration problems

Patrick Louis Combettes , Jean-Christophe Pesquet

IEEE International Conference on Image Processing, ICIP 2004, Oct 2004, Singapore, France. pp.I.321-I.324

Communication dans un congrès hal-00621876v1

A quadratic MISO contrast function for blind equalization

Marc Castella , Eric Moreau , Jean-Christophe Pesquet

Proc. of the IEEE Int. Conf. on Acoustics, Speech, and Signal Processing ICASSP 2004, May 2004, Montréal, Canada, France. pp.681-684

Communication dans un congrès hal-00621674v1

Wavelet-based multispectral image denoising with Bernouilli-Gaussian models

Amel Benazza-Benyahia , Jean-Christophe Pesquet

IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing, Jun 2003, Grado, Italy, France. 10pp

Communication dans un congrès hal-00621799v1

Block-based adaptive lifting schemes for multiband image compression

Amel Benazza-Benyahia , Jean-Christophe Pesquet , H. Masmoudi

Wavelet Applications in Industrial Processing, Symposium Photonics East 2003, SPIE Conference, Oct 2003, Providence, Rhode Island, France. pp.118-128

Communication dans un congrès hal-00621807v1

Séparation aveugle d'un mélange convolutif de sources non linéaires par une approche hiérarchique

Marc Castella , Antoine Chevreuil , Jean-Christophe Pesquet

Groupe de recherche et d'études du traitement du signal et des images (GRETSI'03), 2003, Paris, France, France. 10pp

Communication dans un congrès hal-00621812v1

Source separation of a class of non linear time series

Marc Castella , Jean-Christophe Pesquet

IEEE-Eurasip Workshop on Non Linear Signal and Image Processing (NSIP), Jun 2003, Grado, Italy, France. 10pp

Communication dans un congrès hal-00621675v1

Wavelet estimation of cyclospectra

Sami Touati , Jean-Christophe Pesquet

Proc. International Conference on Acoustics, Speech and Signal Processing, Apr 2003, Hong Kong, France. pp.289-292

Communication dans un congrès hal-00621802v1

Adapted Vector-lifting schemes for compression of polarimetric and multifrequency SAR images

Amel Benazza-Benyahia , Jean-Christophe Pesquet , M.H. Gharbia

IEEE 2003 International Geoscience and Remote Sensing Symposium, IGARSS'2003, Toulouse, France, 20-25 July 2003, 3 p., 2003, France. 10pp

Communication dans un congrès hal-00621748v1

Image deconvolution with total variation bounds

Patrick Louis Combettes , Jean-Christophe Pesquet

Proc. of the Seventh International Symposium on Signal Processing and Its Applications, vol. 1, pp. 441-444, Paris, France, July 1-4, 2003, 2003, France. 10pp

Communication dans un congrès hal-00621697v1

Incorporating total variation information in image recovery

Patrick Louis Combettes , Jean-Christophe Pesquet

Proc. of the IEEE International Conference on Image Processing, Sep 2003, Barcelona, Spain, France. pp.373 -376

Communication dans un congrès hal-00621801v1

Block-based adaptive lifting schemes for lossless and progressive image coding

Amel Benazza-Benyahia , Jean-Christophe Pesquet , H. Masmoudi

Third International workshop on Spectral Methods and Multirate Signal Processing, Sep 2003, Barcelona, Spain, France. pp.207-211

Communication dans un congrès hal-00621800v1

New contrasts for blind separation of non iid sources in the convolutive case

Marc Castella , Jean-Christophe Pesquet , Athina P. Petropulu

Proc. European Signal and Image Processing Conference, EUSIPCO 02, Vol.2, 2002, Toulouse, France, France. pp.107-110

Communication dans un congrès hal-00621676v1

Performance of three parallel MRI reconstruction methods in the presence of coil sensitivity map errors

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

Poster session of International Society for Magnetic Resonance in Medicine Meeting (ISMRM'10), Apr 2010, France. pp.1, 2010

Poster de conférence hal-00621936v1

Wavelet based parallel MRI regularization using bivariate sparsity promoting priors

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

Poster session of IEEE International Conference on Image Processing (ICIP'09), 2009, France. 10pp., 2009

Poster de conférence hal-00621935v1
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Extension des algorithmes imbriqués pour la résolution de problèmes d'optimisation convexe en imagerie

Nelly Pustelnik , Caroline Chaux , Jean-Christophe Pesquet

Poster session of 22ème Groupe de recherche et d'études du traitement du signal et des images (GRETSI'09), Sep 2009, France. 10pp., 2009

Poster de conférence hal-00621940v1
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AN ADAPTIVE FORWARD-BACKWARD-FORWARD SPLITTING ALGORITHM FOR SOLVING PSEUDO-MONOTONE INCLUSIONS

Flavia Chorobura , Ion I Necoara , Jean-Christophe Pesquet

2024

Pré-publication, Document de travail hal-04571492v1
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Aggregated f -average Neural Network for Interpretable Ensembling

Mathieu Vu , Emilie Chouzenoux , Jean-Christophe Pesquet , Ismail Ben Ayed

2023

Pré-publication, Document de travail hal-04237149v2
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Unrolled deep networks for sparse signal restoration

Mouna Gharbi , Silvia Villa , Emilie Chouzenoux , Jean-Christophe Pesquet

2023

Pré-publication, Document de travail hal-03988686v2
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Inversion of Integral Models: a Neural Network Approach

Emilie Chouzenoux , Cecile Della Valle , Jean-Christophe Pesquet

2021

Pré-publication, Document de travail hal-03243257v1
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A Variational Method for Flicker Removal in High Speed Video Sequences

Ali Kanj , Hugues Talbot , Jean-Christophe Pesquet , Raoul Rodriguez Luparello

2018

Pré-publication, Document de travail hal-01729639v1
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A proximal approach for a class of matrix optimization problems

Alessandro Benfenati , Emilie Chouzenoux , Jean-Christophe Pesquet

2017

Pré-publication, Document de travail hal-01673027v1

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

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

2017

Pré-publication, Document de travail hal-01528856v1
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An Auxiliary Variable Method for MCMC Algorithms in High Dimension

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

2017

Pré-publication, Document de travail hal-01661234v1

A Proximal Approach for Sparse Multiclass SVM

Giovanni Chierchia , Nelly Pustelnik , Jean-Christophe Pesquet , Beatrice Pesquet-Popescu

2019

Pré-publication, Document de travail hal-02287007v1
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Cramer-Rao Bound for a Sparse Complex Model

Anisia Florescu , Emilie Chouzenoux , Jean-Christophe Pesquet , Silviu Ciochina

2014

Pré-publication, Document de travail hal-00988369v1
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A Class of Randomized Primal-Dual Algorithms for Distributed Optimization

Jean-Christophe Pesquet , Audrey Repetti

2014

Pré-publication, Document de travail hal-01077615v1
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A Multi-Parameter Optimization Approach for Complex Continuous Sparse Modelling

Emilie Chouzenoux , Jean-Christophe Pesquet , Anisia Florescu

2014

Pré-publication, Document de travail hal-00988367v1
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A constrained optimization approach for complex sparse perturbed models

Anisia Florescu , Emilie Chouzenoux , Jean-Christophe Pesquet , Silviu Ciochina

2013

Pré-publication, Document de travail hal-00783298v5
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Efficient Bayes Inference in Neural Networks through Adaptive Importance Sampling

Yunshi Huang , Emilie Chouzenoux , Víctor Elvira , Jean-Christophe Pesquet

Inria Saclay - Île de France. 2022

Rapport (rapport de recherche) hal-03920115v1
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Deep Unfolding of the DBFB Algorithm with Application to ROI CT Imaging with Limited Angular Density

Marion Savanier , Emilie Chouzenoux , Jean-Christophe Pesquet , Cyril Riddell

Inria Saclay. 2022

Rapport hal-03881278v3
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AI-based multi-modal integration (ScanCov scores) of clinical characteristics, lab tests and chest CTs improves COVID-19 outcome prediction of hospitalized patients

Nathalie Lassau , Samy Ammari , Emilie Chouzenoux , Hugo Gortais , Paul Herent et al.

[Research Report] Inria Saclay Ile de France. 2020

Rapport (rapport de recherche) hal-02586111v3
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Convergence of Proximal Gradient Algorithm in the Presence of Adjoint Mismatch

Emilie Chouzenoux , Jean-Christophe Pesquet , Cyril Riddell , Marion Savanier , Yves Trousset

[Research Report] CentraleSupélec. 2020

Rapport (rapport de recherche) hal-02961431v1
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A review on graph optimization and algorithmic frameworks

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

[Research Report] LIGM - Laboratoire d'Informatique Gaspard-Monge. 2018

Rapport (rapport de recherche) hal-01901499v1
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A Variational Bayesian Approach for Restoring Data Corrupted with Non-Gaussian Noise

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

[Research Report] Laboratoire Informatique Gaspard Monge. 2016

Rapport (rapport de recherche) hal-01418399v1
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Epigraphical Projection for Solving Least Squares Anscombe Transformed Constrained Optimization Problems

Harizanov Stanislav , Jean-Christophe Pesquet , Gabriele Steidl

2013

Rapport hal-00773246v2
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Epigraphical Projection and Proximal Tools for Solving Constrained Convex Optimization Problems: Part I

Giovanni Chierchia , Nelly Pustelnik , Jean-Christophe Pesquet , Béatrice Pesquet-Popescu

2012

Rapport hal-00744603v2
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Parallel ProXimal Algorithm for Image Restoration Using Hybrid Regularization -- Extended version

Nelly Pustelnik , Caroline Chaux , Jean-Christophe Pesquet

2011

Rapport hal-00574531v2