Jean-Christophe Pesquet

67%
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Publications

Image document

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-04719965 v1
Image document

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-04250055 v1

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-00643807 v1

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-00621959 v1

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-00621964 v1

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-00621943 v1

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-00621851 v1

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-00621747 v1

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-00621859 v1

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-00621735 v1
Image document

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-04874006 v1

Learning truly monotone operators with applications to nonlinear inverse problems

Younes Belkouchi , Jean-Christophe Pesquet , Audrey Repetti , Hugues Talbot
SIAM Journal on Imaging Sciences, In press
Article dans une revue hal-04530164 v1
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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-04534805 v1
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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-04903037 v1
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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-04782328 v1
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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-04913094 v1
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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-04229774 v2
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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
Article dans une revue hal-04416987 v1
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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
Article dans une revue hal-03751766 v2
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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-04296247 v2
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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-04828157 v1
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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, In press
Article dans une revue hal-03591742 v3
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Solution of Mismatched Monotone+Lipschitz Inclusion Problems

Emilie Chouzenoux , Jean-Christophe Pesquet , Fernando Roldán
SIAM Journal on Optimization, In press, ⟨10.48550/arXiv.2310.06402⟩
Article dans une revue hal-04237154 v1
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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-04386260 v2
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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-04366765 v2
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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-03887116 v1
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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-04210972 v2
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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, 2023, 33, pp.134-148. ⟨10.1109/TIP.2023.3333279⟩
Article dans une revue hal-04372168 v1
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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-03740823 v1
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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-04210696 v1
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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-04210704 v1
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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-03654146 v1
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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-03621112 v1
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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-03762444 v1
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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-03881393 v1
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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-02972386 v2
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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-03684063 v3
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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-03126396 v1
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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-03495546 v1
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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-03526618 v1
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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-03136110 v1
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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-03087515 v2
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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-02972442 v2
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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-03136018 v1
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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, In press, 48 (10), ⟨10.1002/mp.15179⟩
Article dans une revue hal-03464469 v1
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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-02120005 v2
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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-02425025 v1
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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-02877910 v1
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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-01909153 v2
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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-02422403 v1
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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-02454518 v1
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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-01943475 v4
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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-02428111 v2
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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-01668437 v2
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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-02474585 v1
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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-02109418 v1
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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-02073283 v4
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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-01672507 v1
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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-01852289 v2
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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-01985663 v1
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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-01964582 v1
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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-01672646 v1
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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-01330638 v1
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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-01797093 v1

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-01613204 v1
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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-01418393 v2

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-01613200 v1
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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-00945918 v1
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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-01164833 v5
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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-01490737 v1

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-01380000 v1
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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-01373641 v1
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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-01372568 v1
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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-00922151 v3
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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-01301721 v1
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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-01372221 v1
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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-01328398 v1
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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-01330611 v1
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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-01010437 v3
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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-01312917 v1

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-01372564 v1
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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-00789970 v1
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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-00796891 v4
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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-00766686 v3
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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-00829788 v1
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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-00914628 v1
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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-01084324 v1
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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-00743968 v2
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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-00733454 v1

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-00789962 v1
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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-00794044 v1
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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-00790702 v1

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-02286551 v1

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-00692256 v1

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-00692695 v1
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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-00530369 v1
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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-00826121 v1
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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-00826810 v1
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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-00692257 v1

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-00692260 v1

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-00692261 v1
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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-00555301 v1

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-00621942 v1
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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-00621962 v1
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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-00841480 v1
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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-00405293 v1

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-00692900 v1
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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-00621932 v2

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-00692901 v1
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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-00617318 v1

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-00621820 v1
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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-00617268 v1

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-00621797 v1

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-00621821 v1

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-00621861 v1

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-00621883 v1

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-00621819 v1

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-00278896 v1

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-00621949 v1

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-00621795 v1

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-00621803 v1

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-00017658 v1

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-00621796 v1

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-00017834 v1

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-00017934 v1

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-00621804 v1

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-00621805 v1

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-00621663 v1

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-00621664 v1

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-00621806 v1

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-00621853 v1

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-00621749 v1

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-00621779 v1

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-00621733 v1

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-00621746 v1

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-00621716 v1

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-00621771 v1

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-00621734 v1
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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-05056650 v1
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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-04669405 v1
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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-04873726 v1
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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
Communication dans un congrès hal-04444439 v1
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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-04534868 v1
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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-04707472 v1
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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-04707560 v1
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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-04698445 v1
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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-04488060 v1
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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-04906031 v1
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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-04305713 v2

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-04382554 v1
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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-04165350 v1
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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-04094479 v1
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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-03770330 v1
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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-03887143 v1

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-03688210 v1
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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-03692840 v2
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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-03720547 v1
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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-03827880 v1

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-03763278 v1
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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-03294543 v1
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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-03825404 v1

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-03934660 v1
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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-03526467 v1
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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-03275387 v1

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-03619395 v1

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-03115064 v1
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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-03527634 v1
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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-03188444 v1
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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-03281571 v1
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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-03527640 v2
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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-03497818 v1
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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-03275427 v2
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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-02943659 v2
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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-02907937 v1
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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-03139684 v1
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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-03040027 v1
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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-03139360 v1
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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-02284991 v1

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-03140282 v1
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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-02484188 v1
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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-03140763 v1
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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-03066217 v1
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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-02566520 v1
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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-02654329 v1
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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-03647254 v1
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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-02977062 v1

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-02314904 v1

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-02314911 v1
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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-02314418 v1
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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-02426765 v1
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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-02196878 v1
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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-02314412 v1
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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-02314420 v1
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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-02179379 v1
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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-02179373 v1
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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-02101262 v1
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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-02303511 v1
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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-02265538 v1
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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-02196881 v1
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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-01862840 v1
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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-01736991 v1
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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-01803422 v1
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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-01862210 v1
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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-01803413 v1
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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-01863408 v1
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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-01957568 v1
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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-01803424 v1
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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-01964580 v1
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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-01634538 v1
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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-01634525 v1
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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-01666536 v1
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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-01635601 v1
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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-01613292 v1
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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-01634531 v1
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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-01575293 v1

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-01419697 v1

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-01386560 v1
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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-01418417 v1

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-01370499 v1
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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-01422154 v1

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-01373644 v1

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-01370504 v1
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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-01245119 v1

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-02287028 v1
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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-01278494 v1
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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-01379997 v1

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-01370505 v1
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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-01168801 v1
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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-01263352 v2

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-01370498 v1
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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-01077331 v1

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-01090564 v1
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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-01077273 v1
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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-01077261 v1
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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-01077329 v1
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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-01098038 v1
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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-01094452 v1
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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-01077269 v1
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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-01060081 v2
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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-01796717 v1
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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-01278420 v1

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-00825809 v1
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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-00914637 v1
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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-00842705 v1
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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-00842713 v1

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-00866804 v1

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-00866816 v1
Image document

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-00826003 v1

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-00829444 v1

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-00866800 v1
Image document

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-00827521 v1
Image document

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-00734457 v1

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-00825814 v1
Image document

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-00733786 v1
Image document

Poisson-Gaussian noise parameter estimation in fluorescence microscopy imaging

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

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

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

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-02411928 v1
Image document

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-00826002 v1
Image document

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-00734456 v1
Image document

An EM approach for Poisson-Gaussian noise modeling

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

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-00733803 v1
Image document

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-00733840 v1
Image document

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-00733655 v1
Image document

Dual constrained TV-based regularization

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

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

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

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-00733471 v1
Image document

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-00733649 v1
Image document

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-00733637 v1
Image document

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-00733493 v1
Image document

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-00827529 v1
Image document

Image quantization under spatial smoothness constraints

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

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-00844115 v1

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-00714265 v1
Image document

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-00826120 v1

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-00853350 v1
Image document

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-00621954 v1
Image document

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-00826119 v1

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-00555302 v1
Image document

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-00841483 v1
Image document

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-00621941 v1
Image document

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-00369590 v1
Image document

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-00621939 v1
Image document

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-00621931 v1

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-00621907 v1

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-00621930 v1

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-00621928 v1

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-00621892 v1
Image document

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-01372371 v1

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-00621916 v1

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-00621895 v1

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-00621889 v1

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-01119931 v1

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-00621894 v1

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-00621875 v1

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-00621898 v1

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-00621824 v1
Image document

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-00129750 v1
Image document

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-00621877 v1

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-00621879 v1
Image document

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-00621884 v1

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-00621878 v1
Image document

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-00001256 v3

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-00621887 v1
Image document

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-00069063 v2
Image document

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-00621899 v1

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-00621874 v1

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-00621816 v1

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-00621870 v1
Image document

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-00621888 v1

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-00621823 v1
Image document

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-00001255 v1

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-00621818 v1

$M$-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-00621886 v1

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-00621893 v1

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-00621869 v1

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-00621677 v1

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-00621822 v1

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-01278528 v1

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-00621873 v1

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-00621890 v1

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-00621849 v1

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-00621880 v1
Image document

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-00621891 v1

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-00621900 v1

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-00621872 v1

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-00621719 v1

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-00621708 v1

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-00621808 v1

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-00621662 v1
Image document

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-00621901 v1

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-00017941 v1

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-00621673 v1

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-00621871 v1

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-00017849 v1

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-00621852 v1

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-00621720 v1

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-00621876 v1

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-00621674 v1

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-00621696 v1

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-00621799 v1

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-00621807 v1

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-00621697 v1

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-00621801 v1

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-00621748 v1

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-00621675 v1

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-00621802 v1

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-00621812 v1

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-00621800 v1

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-00621676 v1

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-00621936 v1

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-00621935 v1
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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-00621940 v1
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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
2025
Pré-publication, Document de travail hal-04914445 v1
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Stability Bounds for the Unfolded Forward-Backward Algorithm

Emilie Chouzenoux , Cecile Della Valle , Jean-Christophe Pesquet
2024
Pré-publication, Document de travail hal-04854255 v1
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An Effective Iterative Solution for Independent Vector Analysis with Convergence Guarantees

Clément Cosserat , Ben Gabrielson , Emilie Chouzenoux , Jean-Christophe Pesquet , Jean-Christophe Pesquet et al.
2024
Pré-publication, Document de travail hal-04785828 v1
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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-04571492 v1
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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-04237149 v2
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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-03988686 v2
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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-03243257 v1
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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-01729639 v1

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-01528856 v1
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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-01661234 v1
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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-01673027 v1

A Proximal Approach for Sparse Multiclass SVM

Giovanni Chierchia , Nelly Pustelnik , Jean-Christophe Pesquet , Beatrice Pesquet-Popescu
2019
Pré-publication, Document de travail hal-02287007 v1
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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-00988369 v1
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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-01077615 v1
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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-00988367 v1
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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-00783298 v5
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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-03881278 v3
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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-03920115 v1
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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-02961431 v1
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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-02586111 v3
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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-01901499 v1
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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-01418399 v1
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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-00773246 v2
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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-00744603 v2
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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-00574531 v2