Jean-Christophe Pesquet Distinguished Professor at CentraleSupélec, University Paris-Saclay, Inria

Identifiants chercheurs

IdHAL :

jean-christophe-pesquet

ORCID :

0000-0002-5943-8061

IdRef :

122058577

Publications

Chapitre d'ouvrage (10)

Majoration-Minimization for Sparse SVMs Alessandro Benfenati,Emilie Chouzenoux,Giorgia Franchini,Salla Latva-Äijö,Dominik Narnhoferet al. Advanced Techniques in Optimization for Machine Learning and Imaging, 61, Springer Nature Singapore, pp.31-54, 2024, Springer INdAM Series - INdAM Workshop: Advanced Techniques in Optimization for Machine learning and Imaging, 978-981-97-6771-7. ⟨10.1007/978-981-97-6769-4_3⟩ Chapitre d'ouvrage hal-04719965v1
Optimization Methods for Signal Processing Emilie Chouzenoux,Jean-Christophe Pesquet C.Jutten, L.T. Duarte, S. Moussaoui. Source Separation in Physical-Chemical Sensing, Chapter 2, IEEE Press; JOHN WILEY & SONS, 2023, 9781119137276 Chapitre d'ouvrage hal-04250055v1
Proximal Splitting Methods in Signal Processing Patrick Louis Combettes,Jean-Christophe Pesquet Bauschke, H.H.; Burachik, R.S.; Combettes, P.L.; Elser, V.; Luke, D.R.; Wolkowicz, H. (Eds.). Fixed-Point Algorithms for Inverse Problems in Science and Engineering, Springer, pp.185-212, 2011, 978-1-4419-9568-1. ⟨10.1007/978-1-4419-9569-8⟩ Chapitre d'ouvrage hal-00643807v1
Chapter 8 - Convolutive mixtures Marc Castella,Antoine Chevreuil,Jean-Christophe Pesquet ?. Handbook of Blind Source Separation, Independent Component Analysis and Applications, Elsevier, pp.281-324, 2011 Chapitre d'ouvrage hal-00621959v1
Wavelets and image processing B. Pesquet-Popescu,Jean-Christophe Pesquet Maître H. Image processing, ISTE Wiley, London, UK, pp.181-204, 2011 Chapitre d'ouvrage hal-00621964v1
Chapitre 7 - Wavelet transform for the denoising of multivariate images Caroline Chaux,A. Benazza-Benyahia,Jean-Christophe Pesquet,L. Duval Collet C., Chanussot J., Chehdi K. Multivariate Image Processing, ISTE Ltd and John Wiley & Sons Inc, pp.203-237, 2010 Chapitre d'ouvrage hal-00621943v1
Mélanges convolutifs Marc Castella,Antoine Chevreuil,Jean-Christophe Pesquet Comon Pierre, Jutten Christian. Séparation de sources : concepts de base et analyse en composantes indépendantes, vol. 1, Hermès Science, Paris, pp.231-282, 2007 Chapitre d'ouvrage hal-00621851v1
Le traitement des images Béatrice Pesquet-Popescu,Jean-Christophe Pesquet Maître H. Ondelettes et traitement d'images, Hermès Science, Paris, pp.193-213, 2003 Chapitre d'ouvrage hal-00621747v1
Ondelettes et applications B. Pesquet-Popescu,Jean-Christophe Pesquet ?. Techniques de l'Ingénieur, traité Télécoms, TE 5 215-1, 10pp., 2001 Chapitre d'ouvrage hal-00621859v1
Bayesian Inference in Wavelet Based Models David Leporini,Jean-Christophe Pesquet,Hamid Krim Müller P., Vidakovic B. Best basis representations based on prior statistical models, 141, Springer Verlag, 10pp., 1999, Lecture notes in statistics Chapitre d'ouvrage hal-00621735v1

Article dans une revue (131)

A Proximal Algorithm for Joint Blood Flow Computation and Tissue Motion Compensation in Doppler Ultrafast Ultrasound Imaging Nora Ouzir,Vassili Pustovalov,Duong-Hung Pham,Denis Kouamé,Jean-Christophe Pesquet Ultrasonics, 2026, 164 (107932), ⟨10.1016/j.ultras.2025.107932⟩ Article dans une revue hal-04914445v2
Learning truly monotone operators with applications to nonlinear inverse problems Younes Belkouchi,Jean-Christophe Pesquet,Audrey Repetti,Hugues Talbot SIAM Journal on Imaging Sciences, 2025, 18 (1), pp.735-764 Article dans une revue hal-04530164v1
Aggregated f -average Neural Network applied to Few-Shot Class Incremental Learning Mathieu Vu,Emilie Chouzenoux,Ismail Ben Ayed,Jean-Christophe Pesquet Signal Processing, 2025 Article dans une revue hal-04874006v1
Stability Bounds for the Unfolded Forward-Backward Algorithm Emilie Chouzenoux,Cecile Della Valle,Jean-Christophe Pesquet Journal of Mathematical Imaging and Vision, 2025, 67 (48), ⟨10.1007/s10851-025-01258-6⟩ Article dans une revue hal-04854255v2
An Effective Iterative Solution for Independent Vector Analysis with Convergence Guarantees Clément Cosserat,Ben Gabrielson,Emilie Chouzenoux,Jean-Christophe Pesquet,Tülay Adali IEEE Transactions on Signal Processing, 2025, 73, pp.4718 - 4733. ⟨10.1109/TSP.2025.3620539⟩ Article dans une revue hal-04785828v2
Variable Bregman majorization-minimization algorithm and its application to Dirichlet maximum likelihood estimation Ségolène Martin,Jean-Christophe Pesquet,Gabriele Steidl,Ismail Ben Ayed Journal of Applied and Numerical Optimization, 2025, 7 (3), ⟨10.23952/jano.7.2025.3.07⟩ Article dans une revue hal-05475332v1
ABBA Neural Networks: Coping with Positivity, Expressivity, and Robustness Ana-Antonia Neacșu,Jean-Christophe Pesquet,Vlad Vasilescu,Corneliu Burileanu SIAM Journal on Mathematics of Data Science, In press, 6 (3), ⟨10.1137/23M1589591⟩ Article dans une revue hal-04386260v2
Convex Parameter Estimation of Perturbed Multivariate Generalized Gaussian Distributions Nora Ouzir,Frédéric Pascal,Jean-Christophe Pesquet IEEE Transactions on Signal Processing, 2024, 72, ⟨10.1109/TSP.2024.3453509⟩ Article dans une revue hal-04366765v2
Primary liver cancer classification from routine tumour biopsy using weakly supervised deep learning Aurélie Beaufrère,Nora Ouzir,Paul Emile Zafar,Astrid Laurent-Bellue,Miguel Albuquerqueet al. JHEP Reports Innovation in Hepatology, 2024, 6 (3), pp.101008. ⟨10.1016/j.jhepr.2024.101008⟩ Article dans une revue hal-04534805v1
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 Possemeet al. American Journal of Pathology, 2024, 194 (9), pp.1684-1700. ⟨10.1016/j.ajpath.2024.05.007⟩ Article dans une revue hal-04903037v1
Rapid and Noise‐Resilient Mapping of Photogenerated Carrier Lifetime in Halide Perovskite Thin Films Guillaume Vidon,Gabriele Scrivanti,Etienne Soret,Nao Harada,Emilie Chouzenouxet al. Advanced Functional Materials, 2024, 34 (37), ⟨10.1002/adfm.202402343⟩ Article dans une revue hal-04782328v1
Joint Learning of Fully Connected Network Models in Lifting Based Image Coders Tassnim Dardouri,Mounir Kaaniche,Amel Benazza-Benyahia,Gabriel Dauphin,Jean-Christophe Pesquet IEEE Transactions on Image Processing, 2024, 33, pp.134-148. ⟨10.1109/TIP.2023.3333279⟩ Article dans une revue hal-04372168v1
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 Thomsonet al. PNAS Nexus, 2024, 3 (4), pgae164. ⟨10.1093/pnasnexus/pgae164⟩ Article dans une revue hal-04913094v1
An Unrolled Half-Quadratic Approach for Sparse Signal Recovery in Spectroscopy Mouna Gharbi,Emilie Chouzenoux,Jean-Christophe Pesquet Signal Processing, 2024, 218, ⟨10.1016/j.sigpro.2023.109369⟩ Article dans une revue hal-04229774v2
Deep Learning for Automatic Bowel-Obstruction Identification on Abdominal CT Quentin Vanderbecq,Maxence Gelard,Jean-Christophe Pesquet,Mathilde Wagner,Lionel Arriveet al. European Radiology, 2024, 34, pp.5842-5853. ⟨10.1007/s00330-024-10657-z⟩ Article dans une revue hal-04416987v1
Training Graph Neural Networks Subject to a Tight Lipschitz Constraint Simona Juvina,Ana-Antonia Neacșu,Jean-Christophe Pesquet,Burileanu Corneliu,Jérôme Ronyet al. Transactions on Machine Learning Research Journal, 2024 Article dans une revue hal-04828157v1
EMG-Based Automatic Gesture Recognition Using Lipschitz-Regularized Neural Networks Jean-Christophe Pesquet,Corneliu Burileanu,Ana-Antonia Neacșu ACM Transactions on Intelligent Systems and Technology, 2024, 15 (2), pp.1-25. ⟨10.1145/3635159⟩ Article dans une revue hal-03751766v2
A variational approach for joint image recovery and feature extraction based on spatially varying generalised Gaussian models Emilie Chouzenoux,Marie-Caroline Corbineau,Jean-Christophe Pesquet,Gabriele Scrivanti Journal of Mathematical Imaging and Vision, 2024, 66, pp.550-571. ⟨10.1007/s10851-024-01184-z⟩ Article dans une revue hal-03591742v3
A Novel Variational Approach for Multiphoton Microscopy Image Restoration: from PSF Estimation to 3D Deconvolution Julien Ajdenbaum,Emilie Chouzenoux,Claire Lefort,Ségolène Martin,Jean-Christophe Pesquet Inverse Problems, 2024, 40 (6), ⟨10.1088/1361-6420/ad3c67⟩ Article dans une revue hal-04296247v2
Solution of Mismatched Monotone+Lipschitz Inclusion Problems Emilie Chouzenoux,Jean-Christophe Pesquet,Fernando Roldán SIAM Journal on Optimization, 2024, 34 (4), ⟨10.1137/23M1609166⟩ Article dans une revue hal-04237154v1
Convergence Results for Primal-Dual Algorithms in the Presence of Adjoint Mismatch Emilie Chouzenoux,Andrés Contreras,Jean-Christophe Pesquet,M. Savanier SIAM Journal on Imaging Sciences, 2023, 16 (1), pp.1-34. ⟨10.1137/22M1490223⟩ Article dans une revue hal-04210972v2
A Local MM Subspace Method for Solving Constrained Variational Problems in Image Recovery Emilie Chouzenoux,Ségolène Martin,Jean-Christophe Pesquet Journal of Mathematical Imaging and Vision, 2023, 65, pp.253-276. ⟨10.1007/s10851-022-01112-z⟩ Article dans une revue hal-03740823v1
Neural speed–torque estimator for induction motors in the presence of measurement noise Sagar Verma,Nicolas Henwood,Marc Castella,Al Kassem Jebai,Jean-Christophe Pesquet IEEE Transactions on Industrial Electronics, 2023, 70 (1), pp.167 - 177. ⟨10.1109/tie.2022.3153830⟩ Article dans une revue hal-03887116v1
Efficient Bayes Inference in Neural Networks through Adaptive Importance Sampling Yunshi Huang,Emilie Chouzenoux,Víctor Elvira,Jean-Christophe Pesquet Journal of The Franklin Institute, 2023, 360 (16), pp.12125-12149. ⟨10.1016/j.jfranklin.2023.08.044⟩ Article dans une revue hal-04210696v1
Deep Unfolding of the DBFB Algorithm With Application to ROI CT Imaging With Limited Angular Density M. Savanier,Emilie Chouzenoux,Jean-Christophe Pesquet,Cyril Riddell IEEE Transactions on Computational Imaging, 2023, 9, pp.502-516. ⟨10.1109/TCI.2023.3279053⟩ Article dans une revue hal-04210704v1
Multivariate Lipschitz Analysis of the Stability of Neural Networks Kavya Gupta,Fateh Kaakai,Beatrice Pesquet-Popescu,Jean-Christophe Pesquet,Fragkiskos D. Malliaros Frontiers in Signal Processing, In press, ⟨10.3389/frsip.2022.794469⟩ Article dans une revue hal-03621112v1
Unmatched Preconditioning of the Proximal Gradient Algorithm Marion Savanier,Emilie Chouzenoux,Jean-Christophe Pesquet,Cyril Riddell IEEE Signal Processing Letters, 2022, 29, pp.1122-1126. ⟨10.1109/LSP.2022.3169088⟩ Article dans une revue hal-03654146v1
Unrolled Variational Bayesian Algorithm for Image Blind Deconvolution Yunshi Huang,Emilie Chouzenoux,Jean-Christophe Pesquet IEEE Transactions on Image Processing, 2022, 32, pp.430-445. ⟨10.1109/TIP.2022.3224322⟩ Article dans une revue hal-03881393v1
Deep Transform and Metric Learning Network: Wedding Deep Dictionary Learning and Neural Network Wen Tang,Emilie Chouzenoux,Jean-Christophe Pesquet,Hamid Krim Neurocomputing, 2022, 509, pp.244-256 Article dans une revue hal-03762444v1
A Novel Task-Based Reconstruction Approach for Digital Breast Tomosynthesis Maissa Sghaier,Emilie Chouzenoux,Jean-Christophe Pesquet,Serge Muller Medical Image Analysis, 2022, 77, pp.102341. ⟨10.1016/j.media.2021.102341⟩ Article dans une revue hal-02972386v2
Distributed Algorithms for Scalable Proximity Operator Computation and Application to Video Denoising Feriel Abboud,Marin Stamm,Emilie Chouzenoux,Jean-Christophe Pesquet,Hugues Talbot Digital Signal Processing, 2022, 128, pp.103610. ⟨10.1016/j.dsp.2022.103610⟩ Article dans une revue hal-03684063v3
Magnification-driven B-spline Interpolation for Cone Beam Projection and Backprojection Marion Savanier,Cyril Riddell,Yves Trousset,Emilie Chouzenoux,Jean-Christophe Pesquet Medical Physics : The international journal of medical physics research and practice, In press, 48 (10), ⟨10.1002/mp.15179⟩ Article dans une revue hal-03464469v1
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 Herentet al. Nature Communications, In press, 12 (634), ⟨10.1038/s41467-020-20657-4⟩ Article dans une revue hal-03136018v1
Dynamic Neural Network for Lossy-to-Lossless Image Coding Tassnim Dardouri,Mounir Kaaniche,Amel Benazza-Benyahia,Jean-Christophe Pesquet IEEE Transactions on Image Processing, 2021, 31, pp.569-584. ⟨10.1109/TIP.2021.3132825⟩ Article dans une revue hal-03526618v1
Fixed Point Strategies in Data Science Patrick Combettes,Jean-Christophe Pesquet IEEE Transactions on Signal Processing, 2021, 69, pp.3878-3905. ⟨10.1109/TSP.2021.3069677⟩ Article dans une revue hal-03495546v1
Convergence of Proximal Gradient Algorithm in the Presence of Adjoint Mismatch Emilie Chouzenoux,Jean-Christophe Pesquet,Cyril Riddell,Marion Savanier,Yves Trousset Inverse Problems, 2021, 37 (6), pp.065009 Article dans une revue hal-03136110v1
Multiplex‐multiphoton microscopy and computational strategy for biomedical imaging Thomas Hortholary,Claire Carrion,Emilie Chouzenoux,Jean-Christophe Pesquet,Claire Lefort Microscopy Research and Technique, In press, ⟨10.1002/jemt.23712⟩ Article dans une revue hal-03126396v1
Learning Maximally Monotone Operators for Image Recovery Jean-Christophe Pesquet,Audrey Repetti,Matthieu Terris,Yves Wiaux SIAM Journal on Imaging Sciences, 2021, 14 (3), pp.1206-1237 Article dans une revue hal-03087515v2
Sparse signal reconstruction for nonlinear models via piecewise rational optimization Arthur Marmin,Marc Castella,Jean-Christophe Pesquet,Laurent Duval Signal Processing, 2021, 179, pp.107835. ⟨10.1016/j.sigpro.2020.107835⟩ Article dans une revue hal-02972442v2
Lipschitz Certificates for Layered Network Structures Driven by Averaged Activation Operators Patrick L Combettes,Jean-Christophe Pesquet SIAM Journal on Mathematics of Data Science, 2020, ⟨10.1137/19M1272780⟩ Article dans une revue hal-02428111v2
Global optimization for recovery of clipped signals corrupted with Poisson-Gaussian noise Arthur Marmin,Anna Jezierska,Marc Castella,Jean-Christophe Pesquet IEEE Signal Processing Letters, 2020, 27, pp.970-974. ⟨10.1109/lsp.2020.2998699⟩ Article dans une revue hal-02877910v1
Deep Neural Network Structures Solving Variational Inequalities * Patrick L Combettes,Jean-Christophe Pesquet Set-Valued and Variational Analysis, In press, ⟨10.1007/s11228-019-00526-z⟩ Article dans une revue hal-02425025v1
A Proximal Interior Point Algorithm with Applications to Image Processing Emilie Chouzenoux,Marie-Caroline Corbineau,Jean-Christophe Pesquet Journal of Mathematical Imaging and Vision, 2020, Special Issue on Memory of Mila Nikolova, 62 (6-7), p.919-940. ⟨10.1007/s10851-019-00916-w⟩ Article dans une revue hal-02120005v2
Majorize-Minimize Adapted Metropolis-Hastings Algorithm Yosra Marnissi,Emilie Chouzenoux,Amel Benazza-Benyahia,Jean-Christophe Pesquet IEEE Transactions on Signal Processing, 2020, 68, pp.2356 - 2369. ⟨10.1109/TSP.2020.2983150⟩ Article dans une revue hal-01909153v2
Proximal approaches for matrix optimization problems: Application to robust precision matrix estimation Alessandro Benfenati,Emilie Chouzenoux,Jean-Christophe Pesquet Signal Processing, 2020, 169, ⟨10.1016/j.sigpro.2019.107417⟩ Article dans une revue hal-02422403v1
SPOQ lp-Over-lq Regularization for Sparse Signal Recovery applied to Mass Spectrometry Afef Cherni,Emilie Chouzenoux,Laurent Duval,Jean-Christophe Pesquet IEEE Transactions on Signal Processing, 2020, 68, pp.6070--6084. ⟨10.1109/TSP.2020.3025731⟩ Article dans une revue hal-02454518v1
Deep Unfolding of a Proximal Interior Point Method for Image Restoration Carla Bertocchi,Emilie Chouzenoux,Marie-Caroline Corbineau,Jean-Christophe Pesquet,Marco Prato Inverse Problems, In press, ⟨10.1088/1361-6420/ab460a⟩ Article dans une revue hal-01943475v4
Preconditioned P-ULA for Joint Deconvolution-Segmentation of Ultrasound Images Marie-Caroline Corbineau,Denis Kouamé,Emilie Chouzenoux,Jean-Yves Tourneret,Jean-Christophe Pesquet IEEE Signal Processing Letters, 2019, 26 (10), pp.1456-1460. ⟨10.1109/LSP.2019.2935610⟩ Article dans une revue hal-02474585v1
General risk measures for robust machine learning Emilie Chouzenoux,Henri Gérard,Jean-Christophe Pesquet Foundations of Data Science, 2019, 1 (3), pp.249-269. ⟨10.3934/fods.2019011⟩ Article dans une revue hal-02109418v1
Preconditioned P-ULA for Joint Deconvolution-Segmentation of Ultrasound Images - Extended Version Marie-Caroline Corbineau,Denis Kouamé,Emilie Chouzenoux,Jean-Yves Tourneret,Jean-Christophe Pesquet IEEE Signal Processing Letters, 2019, 26 (10), pp.1456--1460 Article dans une revue hal-02073283v4
A Random Block-Coordinate Douglas-Rachford Splitting Method with Low Computational Complexity for Binary Logistic Regression Luis Briceño-Arias,Giovanni Chierchia,Emilie Chouzenoux,Jean-Christophe Pesquet Computational Optimization and Applications, 2019, 72 (3), pp.707-726. ⟨10.1007/s10589-019-00060-6⟩ Article dans une revue hal-01672507v1
Rational optimization for nonlinear reconstruction with approximate ℓ0 penalization Marc Castella,Jean-Christophe Pesquet,Arthur Marmin IEEE Transactions on Signal Processing, 2019, 67 (6), pp.1407-1417. ⟨10.1109/TSP.2018.2890065⟩ Article dans une revue hal-01852289v2
An Alternating Proximal Approach for Blind Video Deconvolution Feriel Abboud,Emilie Chouzenoux,Jean-Christophe Pesquet,Jean-Hugues Chenot,Louis Laborelli Signal Processing: Image Communication, 2019, 70, pp.21-36. ⟨10.1016/j.image.2018.08.007⟩ Article dans une revue hal-01668437v2
Optimal Multivariate Gaussian Fitting with Applications to PSF Modeling in Two-Photon Microscopy Imaging Emilie Chouzenoux,Tim Tsz-Kit Lau,Claire Lefort,Jean-Christophe Pesquet Journal of Mathematical Imaging and Vision, 2019, 61 (7), pp.1037-1050. ⟨10.1007/s10851-019-00884-1⟩ Article dans une revue hal-01985663v1
Stochastic Quasi-Fejér Block-Coordinate Fixed Point Iterations With Random Sweeping II: Mean-Square and Linear Convergence Patrick L Combettes,Jean-Christophe Pesquet Mathematical Programming, 2019, 174 (1-2), pp.433-451 Article dans une revue hal-01964582v1
Proximity operators of discrete information divergences Mireille El Gheche,Giovanni Chierchia,Jean-Christophe Pesquet IEEE Transactions on Information Theory, 2018, 64 (2), pp.1092-1104. ⟨10.1109/TIT.2017.2782789⟩ Article dans une revue hal-01672646v1
BRANE Clust: Cluster-Assisted Gene Regulatory Network Inference Refinement Aurélie Pirayre,Camille Couprie,Laurent Duval,Jean-Christophe Pesquet IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2018, 15 (3), pp.850-860. ⟨10.1101/114769⟩ Article dans une revue hal-01330638v1
An Auxiliary Variable Method for Markov Chain Monte Carlo Algorithms in High Dimension Yosra Marnissi,Emilie Chouzenoux,Amel Benazza-Benyahia,Jean-Christophe Pesquet Entropy, 2018, 20 (2), pp.110. ⟨10.3390/e20020110⟩ Article dans une revue hal-01797093v1
A Variational Bayesian Approach for Image Restoration. Application to Image Deblurring with Poisson-Gaussian Noise Yosra Marnissi,Yuling Zheng,Emilie Chouzenoux,Jean-Christophe Pesquet IEEE Transactions on Computational Imaging, 2017, 3 (4), pp.722-737. ⟨10.1109/TCI.2017.2700203⟩ Article dans une revue hal-01613200v1
A Stochastic Majorize-Minimize Subspace Algorithm for Online Penalized Least Squares Estimation Emilie Chouzenoux,Jean-Christophe Pesquet IEEE Transactions on Signal Processing, 2017, 65 (18), pp.4770 - 4783. ⟨10.1109/TSP.2017.2709265⟩ Article dans une revue hal-01613204v1
Dual Block Coordinate Forward-Backward Algorithm with Application to Deconvolution and Deinterlacing of Video Sequences Feriel Abboud,Emilie Chouzenoux,Jean-Christophe Pesquet,Jean-Hugues Chenot,Louis Laborelli Journal of Mathematical Imaging and Vision, 2017, 59 (3), pp.415-431. ⟨10.1007/s10851-016-0696-y⟩ Article dans une revue hal-01418393v2
Convergence Rate Analysis of the Majorize-Minimize Subspace Algorithm Emilie Chouzenoux,Jean-Christophe Pesquet IEEE Signal Processing Letters, 2016, 23 (9), pp.1284 - 1288. ⟨10.1109/LSP.2016.2593589⟩ Article dans une revue hal-01373641v1
Introduction to the Issue on Stochastic Simulation and Optimization in Signal Processing Stephen Mc Laughlin,Marcelo Alejandro Pereyra,Alfred O. Hero,Jean-Yves Tourneret,Jean-Christophe Pesquet IEEE Journal of Selected Topics in Signal Processing, 2016, vol. 10 (n° 2), pp. 221-223. ⟨10.1109/JSTSP.2016.2524963⟩ Article dans une revue hal-01490737v1
Wavelet-based Image Deconvolution and Reconstruction Nelly Pustelnik,Amel Benazza-Benhayia,Yuling Zheng,Jean-Christophe Pesquet Wiley Encyclopedia of Electrical and Electronics Engineering, 2016 Article dans une revue hal-01164833v5
A block coordinate variable metric forward-backward algorithm Emilie Chouzenoux,Jean-Christophe Pesquet,Audrey Repetti Journal of Global Optimization, 2016, pp.1-29. ⟨10.1007/s10898-016-0405-9⟩ Article dans une revue hal-00945918v1
Stochastic Approximations and Perturbations in Forward-Backward Splitting for Monotone Operators Patrick Louis Combettes,Jean-Christophe Pesquet Pure and Applied Functional Analysis, 2016, 1 (1), pp.13-37 Article dans une revue hal-01380000v1
A Survey of Stochastic Simulation and Optimization Methods in Signal Processing Marcelo Alejandro Pereyra,Philip Schniter,Emilie Chouzenoux,Jean-Christophe Pesquet,Jean-Yves Tourneretet al. IEEE Journal of Selected Topics in Signal Processing, 2015, vol. 10 (n° 2), pp. 224-241. ⟨10.1109/JSTSP.2015.2496908⟩ Article dans une revue hal-01312917v1
STOCHASTIC QUASI-FEJER 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-01301721v2
Euclid in a Taxicab: Sparse Blind Deconvolution with Smoothed ℓ 1 /ℓ 2 Regularization Audrey Repetti,Mai Quyen Pham,Laurent Duval,Emilie Chouzenoux,Jean-Christophe Pesquet IEEE Signal Processing Letters, 2015, 22 (5), pp.539-543. ⟨10.1109/LSP.2014.2362861⟩ Article dans une revue hal-01328398v1
BRANE Cut: Biologically-Related A priori Network Enhancement with Graph cuts for Gene Regulatory Network Inference Aurélie Pirayre,Camille Couprie,Frédérique Bidard,Laurent Duval,Jean-Christophe Pesquet BMC Bioinformatics, 2015, ⟨10.1186/s12859-015-0754-2⟩ Article dans une revue hal-01330611v1
Playing with Duality: An overview of recent primal-dual approaches for solving large-scale optimization problems Nikos Komodakis,Jean-Christophe Pesquet IEEE Signal Processing Magazine, 2015, ⟨10.1109/MSP.2014.2377273⟩ Article dans une revue hal-01010437v3
A Convex Approach for Image Restoration with Exact Poisson-Gaussian Likelihood Emilie Chouzenoux,Anna Jezierska,Jean-Christophe Pesquet,Hugues Talbot SIAM Journal on Imaging Sciences, 2015, 8 (4), pp.2662-2682. ⟨10.1137/15M1014395⟩ Article dans une revue hal-00922151v3
Epigraphical splitting for solving constrained convex optimization problems with proximal tools Giovanni Chierchia,Nelly Pustelnik,Jean-Christophe Pesquet,Béatrice Pesquet-Popescu Signal, Image and Video Processing, 2015, 9 (8), pp.1737-1749. ⟨10.1007/s11760-014-0664-1⟩ Article dans une revue hal-01372568v1
Variable metric forward-backward algorithm for minimizing the sum of a differentiable function and a convex function Emilie Chouzenoux,Jean-Christophe Pesquet,Audrey Repetti Journal of Optimization Theory and Applications, 2014, 162 (1), pp.107-132. ⟨10.1007/s10957-013-0465-7⟩ Article dans une revue hal-00789970v1
A Bit Allocation Method for Sparse Source Coding Mounir Kaaniche,Aurélia Fraysse,Béatrice Pesquet-Popescu,Jean-Christophe Pesquet IEEE Transactions on Image Processing, 2014, 23 (1), pp.137-152 Article dans une revue hal-00796891v4
A Non-Local Structure Tensor Based Approach for Multicomponent Image Recovery Problems Giovanni Chierchia,Nelly Pustelnik,Béatrice Pesquet-Popescu,Jean-Christophe Pesquet IEEE Transactions on Image Processing, 2014, 23 (12), pp.5531-5544. ⟨10.1109/TIP.2014.2364141⟩ Article dans une revue hal-01372564v1
An EM Approach for Time-Variant Poisson-Gaussian Model Parameter Estimation Anna Jezierska,Caroline Chaux,Jean-Christophe Pesquet,Hugues Talbot,Gilbert Engler IEEE Transactions on Signal Processing, 2014, 62 (1), pp.17-30. ⟨10.1109/TSP.2013.2283839⟩ Article dans une revue hal-00766686v3
A Majorize-Minimize memory gradient method for complex-valued inverse problems Anisia Florescu,Emilie Chouzenoux,Jean-Christophe Pesquet,Philippe Ciuciu,Silviu Ciochina Signal Processing, 2014, 103, pp.285-295. ⟨10.1016/j.sigpro.2013.09.026⟩ Article dans une revue hal-00829788v1
A Primal-Dual Proximal Algorithm for Sparse Template-Based Adaptive Filtering: Application to Seismic Multiple Removal Mai Quyen Pham,Caroline Chaux,Laurent Duval,Jean-Christophe Pesquet IEEE Transactions on Signal Processing, 2014, 62 (16), pp.4256-4269. ⟨10.1109/TSP.2014.2331614⟩ Article dans une revue hal-00914628v1
Spatio-temporal wavelet regularization for parallel MRI reconstruction: application to functional MRI Lotfi Chaari,Philippe Ciuciu,Sébastien Mériaux,Jean-Christophe Pesquet Magnetic Resonance Materials in Physics, Biology and Medicine, 2014, 27 (6), pp.41. ⟨10.1007/s10334-014-0436-5⟩ Article dans une revue hal-01084324v1
Dual constrained TV-based regularization on graphs Camille Couprie,Leo Grady,Laurent Najman,Jean-Christophe Pesquet,Hugues Talbot SIAM Journal on Imaging Sciences, 2013, 6 (3), pp.246-1273. ⟨10.1137/120895068⟩ Article dans une revue hal-00743968v2
A Majorize-Minimize subspace approach for l2-l0 image regularization Emilie Chouzenoux,Anna Jezierska,Jean-Christophe Pesquet,Hugues Talbot SIAM Journal on Imaging Sciences, 2013, 6 (1), pp.563-591. ⟨10.1137/11085997X⟩ Article dans une revue hal-00789962v1
A parallel proximal splitting method for disparity estimation from multicomponent images under illumination variation Caroline Chaux,Mireille El Gheche,Joumana Farah,Jean-Christophe Pesquet,Beatrice Pesquet-Popescu Journal of Mathematical Imaging and Vision, 2013, 47 (3), pp.167-178. ⟨10.1007/s10851-012-0361-z⟩ Article dans une revue hal-00733454v1
Adaptive lifting scheme with sparse criteria for image coding Mounir Kaaniche,Beatrice Pesquet-Popescu,Amel Benazza-Benyahia,Jean-Christophe Pesquet EURASIP Journal on Advances in Signal Processing, 2012, 2012 (10), pp.1-22. ⟨10.1186/1687-6180-2012-10⟩ Article dans une revue hal-00692695v1
Primal-dual splitting algorithm for solving inclusions with mixtures of composite, Lipschitzian, and parallel-sum type monotone operators Patrick Louis Combettes,Jean-Christophe Pesquet Set-Valued and Variational Analysis, 2012, 20 (2), pp.307-330. ⟨10.1007/s11228-011-0191-y⟩ Article dans une revue hal-00794044v1
A Parallel Inertial Proximal Optimization Method Jean-Christophe Pesquet,Nelly Pustelnik Pacific journal of optimization, 2012, 8 (2), pp.273-305 Article dans une revue hal-00790702v1
A parallel proximal splitting method for disparity estimation under illumination variation Caroline Chaux,M. El-Gheche,J. Farah,Jean-Christophe Pesquet,Beatrice Pesquet-Popescu Journal of Mathematical Imaging and Vision, 2012 Article dans une revue hal-02286551v1
Relaxing Tight Frame Condition in Parallel Proximal Methods for Signal Restoration Nelly Pustelnik,Jean-Christophe Pesquet,Caroline Chaux IEEE Transactions on Signal Processing, 2012, 60 (2), pp.968--973. ⟨10.1109/TSP.2011.2173684⟩ Article dans une revue hal-00692256v1
A wavelet-based regularized reconstruction algorithm for SENSE parallel MRI with applications to neuroimaging Lotfi Chaari,Jean-Christophe Pesquet,Amel Benazza-Benyahia,Philippe Ciuciu Medical Image Analysis, 2011, 15 (2), pp.185--201. ⟨10.1016/j.media.2010.08.001⟩ Article dans une revue istex hal-00692260v1
A spatial regularization approach for vector quantization Caroline Chaux,Anna Jezierska,Jean-Christophe Pesquet,Hugues Talbot Journal of Mathematical Imaging and Vision, 2011, 41, pp.23-38 Article dans une revue hal-00530369v1
Proximal algorithms for multicomponent image recovery problems Luis M. Briceno-Arias,Patrick Louis Combettes,Jean-Christophe Pesquet,Nelly Pustelnik Journal of Mathematical Imaging and Vision, 2011, 41 (1-2), pp.3-22. ⟨10.1007/s10851-010-0243-1⟩ Article dans une revue hal-00826810v1
Parallel ProXimal Algorithm for image restoration using hybrid regularization Nelly Pustelnik,Caroline Chaux,Jean-Christophe Pesquet IEEE Transactions on Image Processing, 2011, 20 (6), pp.2450-2462. ⟨10.1109/TIP.2011.2128335⟩ Article dans une revue hal-00826121v1
Non-separable lifting scheme with adaptive update step for still and stereo image coding Mounir Kaaniche,Amel Benazza-Benyahia,Béatrice Pesquet-Popescu,Jean-Christophe Pesquet Signal Processing, 2011, 91 (12), pp.2767-2782. ⟨10.1016/j.sigpro.2011.01.003⟩ Article dans une revue hal-00692257v1
A Hierarchical Bayesian Model for Frame Representation Lotfi Chaari,Jean-Christophe Pesquet,Jean-Yves Tourneret,Philippe Ciuciu,Amel Benazza-Benyahia IEEE Transactions on Signal Processing, 2010, 58 (11), pp.5560--5571. ⟨10.1109/TSP.2010.2055562⟩ Article dans une revue hal-00692261v1
Vector lifting schemes for stereo image coding Mounir Kaaniche,Amel Benazza-Benyahia,Béatrice Pesquet-Popescu,Jean-Christophe Pesquet IEEE Transactions on Image Processing, 2009, 8 (11), pp.2463-2475. ⟨10.1109/TIP.2009.2026672⟩ Article dans une revue hal-00621962v1
Vector Lifting Schemes for Stereo Image Coding Mounir Kaaniche,Amel Benazza-Benyahia,Béatrice Pesquet-Popescu,Jean-Christophe Pesquet IEEE Transactions on Image Processing, 2009, 18 (11), pp.2463-2475 Article dans une revue hal-00841480v1
A SURE Approach for Digital Signal/Image Deconvolution Problems Jean-Christophe Pesquet,A. Benazza-Benyahia,Caroline Chaux IEEE Transactions on Signal Processing, 2009, 57 (12), pp.4616-4632 Article dans une revue hal-00621942v1
On the uniform quantization of a class of sparse sources Aurélia Fraysse,Beatrice Pesquet-Popescu,Jean-Christophe Pesquet IEEE Transactions on Information Theory, 2009, 55 (7), pp.3243-3263 Article dans une revue hal-00555301v1
Optimization of Synthesis Oversampled Complex Filter Banks Jérôme Gauthier,Laurent Duval,Jean-Christophe Pesquet IEEE Transactions on Signal Processing, 2009, 57 (10), pp.3827 - 3843. ⟨10.1109/TSP.2009.2023947⟩ Article dans une revue hal-00405293v1
A Convex Optimization Approach for Depth Estimation Under Illumination Variation Wided Miled,Jean-Christophe Pesquet,Michel Parent IEEE Transactions on Image Processing, 2009, 18 (4), pp.813--830. ⟨10.1109/TIP.2008.2011386⟩ Article dans une revue hal-00692900v1
Nested iterative algorithms for convex constrained image recovery problems Caroline Chaux,Jean-Christophe Pesquet,Nelly Pustelnik SIAM Journal on Imaging Sciences, 2009, 2 (2), pp.730-762 Article dans une revue hal-00621932v2
A nonlinear Stein based estimator for multichannel image denoising Caroline Chaux,Laurent Duval,Amel Benazza-Benyahia,Jean-Christophe Pesquet IEEE Transactions on Signal Processing, 2008, 56 (8), pp.3855-3870. ⟨10.1109/TSP.2008.921757⟩ Article dans une revue hal-00617318v1
A proximal decomposition method for solving convex variational inverse problems Patrick Louis Combettes,Jean-Christophe Pesquet Inverse Problems, 2008, 24 (6), ⟨10.1088/0266-5611/24/6/065014⟩ Article dans une revue hal-00692901v1
Proximal thresholding algorithm for minimization over orthonormal bases Patrick Louis Combettes,Jean-Christophe Pesquet SIAM Journal on Optimization, 2007, 18 (4), pp.1351-1376 Article dans une revue hal-00621819v1
Convolutive blind signal separation based on asymmetrical contrast functions Eric Moreau,Jean-Christophe Pesquet,Nadège Thirion-Moreau IEEE Transactions on Signal Processing, 2007, 55 (1), pp.356-371 Article dans une revue hal-00621821v1
Block-based adaptive vector lifting schemes for multichannel image coding Amel Benazza-Benyahia,Jean-Christophe Pesquet,Jamel Hattay,Hela Masmoudi EURASIP Journal on Image and Video Processing, 2007, ? (1), 10pp Article dans une revue hal-00621861v1
Quadratic Higher-Order Criteria for Iterative Blind Separation of a MIMO Convolutive Mixture of Sources Marc Castella,Saloua Rhioui,Eric Moreau,Jean-Christophe Pesquet IEEE Transactions on Signal Processing, 2007, 55 (1), pp.218-232 Article dans une revue hal-00621797v1
A Douglas-Rachford splitting approach to nonsmooth convex variational signal recovery Patrick Louis Combettes,Jean-Christophe Pesquet IEEE Journal of Selected Topics in Signal Processing, 2007, 1 (4), pp.564-574 Article dans une revue hal-00621820v1
Noise Covariance Properties in Dual-Tree Wavelet Decompositions Caroline Chaux,Jean-Christophe Pesquet,Laurent Duval IEEE Transactions on Information Theory, 2007, 53 (12), pp.4680 - 4700. ⟨10.1109/TIT.2007.909104⟩ Article dans une revue hal-00617268v1
A variational formulation for frame based inverse problems Caroline Chaux,Patrick Louis Combettes,Jean-Christophe Pesquet,Valérie R. Wajs Inverse Problems, 2007, 23 (1), pp.1495-1518 Article dans une revue hal-00621883v1
A Blind Source Separation Framework for detecting CPM sources mixed by a convolutive MIMO filter Marc Castella,Pascal Bianchi,Antoine Chevreuil,Jean-Christophe Pesquet Signal Processing, 2006, 86 (Issue 8), pp. 1950-1967 Article dans une revue hal-00278896v1
A blind source separation framework for detecting CPM sources mixed by a convolutive MIMO filter Marc Castella,P. Bianchi,Antoine Chevreuil,Jean-Christophe Pesquet Signal Processing, 2006, ? (1), pp.1950-1967 Article dans une revue hal-00621949v1
A Family of Frequency- and Time-Domain Contrasts for Blind Separation of Convolutive Mixtures of Temporally Dependent Signals Marc Castella,Jean-Christophe Pesquet,Athina P. Petropulu IEEE Transactions on Signal Processing, 2005, 53 (1), pp.107-120 Article dans une revue hal-00621803v1
Building Robust Wavelet Estimators for Multicomponent Images Using Stein's Principle A. Benazza-Benyahia,Jean-Christophe Pesquet IEEE Transactions on Image Processing, 2005, 14 (1), pp.1814-1830 Article dans une revue hal-00621795v1
A forward-backward algorithm for image restoration with sparse representations Patrick Louis Combettes,Caroline Chaux,Jean-Christophe Pesquet,V.R. Wajs Proceedings of the International Conference on Signal Processing with Adaptative Sparse Structured Representations, 2005, x, pp.49-52 Article dans une revue hal-00017658v1
Wavelet-constrained image restoration Patrick Louis Combettes,Jean-Christophe Pesquet International Journal on Wavelets, Multiresolution and Information Processing, 2004, 2 (1), pp.371-389 Article dans une revue hal-00621796v1
Wavelet-constrained image restoration Patrick Louis Combettes,Jean-Christophe Pesquet International Journal of Wavelets, Multiresolution, and Information Processing, 2004, 2 n°4, pp.371-389 Article dans une revue hal-00017834v1
Image restoration subject to a total variation constraint, Patrick Louis Combettes,Jean-Christophe Pesquet IEEE Transactions on Image Processing, 2004, 13 n°9, pp.1213-1222 Article dans une revue hal-00017934v1
Image Restoration subject to a Total Variation Constraint Patrick Louis Combettes,Jean-Christophe Pesquet IEEE Transactions on Image Processing, 2004, 13 (9), pp.1213-1222 Article dans une revue hal-00621804v1
A nonlinear diffusion-based 3-band filter bank Amel Benazza-Benyahia,Jean-Christophe Pesquet,Hamid Krim IEEE Signal Processing Letters, 2003, 10 (1), pp.360-363 Article dans une revue hal-00621805v1
A unifying framework for lossless and progressive image coding Amel Benazza-Benyahia,Jean-Christophe Pesquet Pattern Recognition, 2002, 35 (1), pp.627-638 Article dans une revue hal-00621663v1
Vector lifting schemes for lossless coding and progressive archival of multispectral image Amel Benazza-Benyahia,Jean-Christophe Pesquet,Mohamed Hamdi IEEE Transactions on Geoscience and Remote Sensing, 2002, 40 (1), pp.2011-2024 Article dans une revue hal-00621664v1
Wavelet thresholding for some classes of non-Gaussian noise Anestis Antoniadis,David Leporini,Jean-Christophe Pesquet Statistica Neerlandica, 2002, 56 (4), pp.434-453 Article dans une revue hal-00621806v1
Synthesis of bidimensional alpha-stable models with long-range dependence Béatrice Pesquet-Popescu,Jean-Christophe Pesquet Signal Processing, 2002, ? (82), pp.1927-1940 Article dans une revue hal-00621853v1
Some results on the wavelet packet decomposition of nonstationary processes Sami Touati,Jean-Christophe Pesquet Journal of Applied Signal Processing, 2002, 2002 (11), pp.1289-1295 Article dans une revue hal-00621779v1
Long-range dependence and heavy-tail modeling for teletraffic data Olivier Cappé,Éric Moulines,Jean-Christophe Pesquet,Athina Petropulu,Xueshi Yang IEEE Signal Processing Magazine, 2002, ? (1), pp.14-27 Article dans une revue hal-00621749v1
Bayesian wavelet denoising: Besov priors and non-Gaussian noises David Leporini,Jean-Christophe Pesquet Signal Processing, 2001, 81 (1), pp.55-67 Article dans une revue hal-00621733v1
Cumulant based independence measures for linear mixtures Jean-Christophe Pesquet,Eric Moreau IEEE Transactions on Information Theory, 2001, 47 (1), pp.1947-1956 Article dans une revue hal-00621746v1
Motion estimation in the presence of illumination variations Frances Jane Hampson,Jean-Christophe Pesquet Signal Processing: Image Communication, 2000, 16 (4), pp.373-381 Article dans une revue hal-00621716v1
Power-law shot noise and its relationships with long-memory alpha-stable processes Athina P. Petropulu,Jean-Christophe Pesquet,Xueshi Yang,J. Yin IEEE Transactions on Signal Processing, 2000, 48 (7), pp.1883-1892 Article dans une revue hal-00621771v1
High-order wavelet packets and cumulant field analysis David Leporini,Jean-Christophe Pesquet IEEE Transactions on Information Theory, 1999, 45 (1), pp.863-877 Article dans une revue hal-00621734v1

Proceedings/Recueil des communications (1)

Image reconstruction in multiphoton imaging through multivariate Gaussian fitting Claire Lefort,Emilie Chouzenoux,Jean-Christophe Pesquet Unconventional Optical Imaging, SPIE, pp.106, 2018, ⟨10.1117/12.2306376⟩ Proceedings/Recueil des communications hal-04472957v1

Communication dans un congrès (215)

A Proximal Approach for Stain Separation and Normalization of Whole-Slide Histopathological Images Aymen Sadraoui,Astrid Laurent-Bellue,Mounir Kaaniche,Amel Benazza-Benyahia,Catherine Guettieret al. ISBI 2026 - IEEE International Symposium on Biomedical Imaging, Apr 2026, London, United Kingdom Communication dans un congrès hal-05511612v1
UNEM: UNrolled Generalized EM for Transductive Few-Shot Learning Long Zhou,Fereshteh Shakeri,Aymen Sadraoui,Mounir Kaaniche,Jean-Christophe Pesquetet al. CVPR 2025 - Computer Vision and Pattern Recognition Conference, Jun 2025, Nashville (Tenessee), United States Communication dans un congrès hal-05092880v1
Analyse comparative d'algorithmes de restauration en architecture dépliée pour des signaux chromatographiques parcimonieux Mouna Gharbi,Silvia Villa,Emilie Chouzenoux,Jean-Christophe Pesquet,Laurent Duval GRETSI’25, Groupe de Recherche et d'Etudes de Traitement du Signal et des Images, Aug 2025, Strasbourg, France Communication dans un congrès hal-05293397v1
Numerical Implementation of Variational Morphological Operators on Graphs Miguel Amorim,Jean-Christophe Pesquet,Tristan Portugues,Antonio Silveti-Falls,Hugues Talbot DGMM 2025 - 4th International Conference on Discrete Geometry and Mathematical Morphology, Nov 2025, Groningen, Netherlands Communication dans un congrès hal-05421047v1
Deep Unrolled Architecture for Fast and Accurate Gaussian Independent Vector Analysis Gaspard Blaise,Clément Cosserat,Emilie Chouzenoux,Jean-Christophe Pesquet,Tülay Adali SSP 2025 - IEEE Statistical Signal Processing Workshop, Jun 2025, Edimbourg (Ecosse), United Kingdom Communication dans un congrès hal-05056650v1
Vers une nouvelle génération de schémas de lifting basés sur les réseaux de neurones et application à la compression d'images Tassnim Dardouri,Mounir Kaaniche,Amel Benazza-Benyahia,Jean-Christophe Pesquet,Gabriel Dauphin COmpression et REprésentation des Signaux Audiovisuels, Institut National des Sciences Appliquées - Rennes [INSA Rennes], Nov 2024, Rennes, France Communication dans un congrès hal-04873726v1
Unrolled projected gradient algorithm for stain separation in digital histopathological images Aymen Sadraoui,Astrid Laurent-Bellue,Mounir Kaaniche,Amel Benazza-Benyahia,Catherine Guettieret al. ICIP 2024 - IEEE International Conference on Image Processing, Oct 2024, Abu Dhabi, United Arab Emirates. ⟨10.1109/icip51287.2024.10648171⟩ Communication dans un congrès hal-04444439v1
Transductive Zero-Shot and Few-Shot CLIP Ségolène Martin,Yunshi Huang,Fereshteh Shakeri,Jean-Christophe Pesquet,Ismail Ben Ayed CVPR 2024 - IEEE Conference on Computer Vision and Pattern Recognition, Jun 2024, Seattle, Washington, United States Communication dans un congrès hal-04534868v1
Unrolled deep networks for sparse signal restoration in analytical chemistry Mouna Gharbi,Silvia Villa,Emilie Chouzenoux,Jean-Christophe Pesquet,Laurent Duval MLSP 2024 - 34th IEEE International Workshop on Machine Learning for Signal Processing, IEEE, Sep 2024, Londres, United Kingdom. ⟨10.1109/MLSP58920.2024.10734838⟩ Communication dans un congrès hal-04707472v1
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 Blanquetet al. SPIE Photonics Europe 2024, Apr 2024, Strasboug, France. pp.22, ⟨10.1117/12.3016624⟩ Communication dans un congrès hal-04669405v1
Are almost non-negative neural networks universal approximators? Vlad Vasilescu,Ana Neacsu,Jean-Christophe Pesquet MLSP 2024 - IEEE International Workshop on Machine Learning for Signal Processing Search form Search, Sep 2024, London, United Kingdom. ⟨10.1109/MLSP58920.2024.10734768⟩ Communication dans un congrès hal-04698445v1
Deep Equilibrium for Hyperparameter Estimation in Dynamic PET Reconstruction Alix Chazottes,Emilie Chouzenoux,Jean-Christophe Pesquet,Florent Sureau MIC 2024 - IEEE Medical Imaging Conference, Oct 2024, Tampa (Florida), United States. ⟨10.1109/NSS/MIC/RTSD57108.2024.10657967⟩ Communication dans un congrès hal-04707560v1
Deep learning method for accessible eccentric photorefraction Mathieu Vu,Emilie Chouzenoux,Jean-Christophe Pesquet,Stéphane Boutinon,Marius Pelouxet al. ISBI 2024 - 21st IEEE International Symposium on Biomedical Imaging, May 2024, Athènes, Greece Communication dans un congrès hal-04488060v1
Rapid and Noise-Resilient Mapping of Photogenerated Carrier Lifetime in Halide Perovskite Thin Films Guillaume Vidon,Gabriele Scrivanti,Etienne Soret,Nao Harada,Emilie Chouzenouxet al. 2024 MRS Fall Meeting, Dec 2024, Boston (MA), United States Communication dans un congrès hal-04906031v1
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 Pesquetet al. ISBI 2024 - 21st IEEE International Symposium on Biomedical Imaging, May 2024, Athènes, Greece. ⟨10.1109/ISBI56570.2024.10635817⟩ Communication dans un congrès hal-04305713v2
Stability of Unfolded Forward-Backward to Perturbations in Observed Data Cécile de Valle,Ezequiel Centofanti,Emilie Chouzenoux,Jean-Christophe Pesquet EUSIPCO 2023 - 31st European Signal Processing Conference, Sep 2023, Helsinki, Finland Communication dans un congrès hal-04165350v1
Proximal Splitting Adversarial Attack for Semantic Segmentation Jérôme Rony,Jean-Christophe Pesquet,Ismail Ben Ayed CVPR 2023 - IEEE/CVF Conference on Computer Vision and Pattern Recognition, Jun 2023, Vancouver (CA), Canada. pp.20524-20533, ⟨10.1109/CVPR52729.2023.01966⟩ Communication dans un congrès hal-04382554v1
A proximal approach to IVA-G with convergence guarantees Clément Cosserat,Ben Gabrielson,Emilie Chouzenoux,Jean-Christophe Pesquet,Tülay Adali ICASSP 2023 - IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes (Grèce), Greece. ⟨10.1109/ICASSP49357.2023.10096421⟩ Communication dans un congrès hal-04094479v1
Safe Design of Stable Neural Networks for Fault Detection in Small UAVs Kavya Gupta,Fateh Kaakai,Béatrice Pesquet-Popescu,Jean-Christophe Pesquet SAFECOMP 2022 - The 41st International Conference on Computer Safety, Reliability and Security, Sep 2022, Munich, Germany. pp.263-275, ⟨10.1007/978-3-031-14862-0_19⟩ Communication dans un congrès hal-03825404v1
Design of Robust Complex-Valued Feed-Forward Neural Networks Ana Neacsu,Razvan Ciubotaru,Jean-Christophe Pesquet,Corneliu Burileanu 2022 30th European Signal Processing Conference (EUSIPCO), Aug 2022, Belgrade, Serbia. pp.1596-1600, ⟨10.23919/EUSIPCO55093.2022.9909696⟩ Communication dans un congrès hal-03934660v1
A CNC approach for Directional Total Variation Gabriele Scrivanti,Émilie Chouzenoux,Jean-Christophe Pesquet EUSIPCO 2022 - 30th European Signal Processing Conference, Aug 2022, Belgrade, Serbia Communication dans un congrès hal-03692840v2
A Non-Convex Proximal Approach for Centroid-Based Classification Mewe-Hezoudah Kahanam,Laurent Le Brusquet,Segolene Martin,Jean-Christophe Pesquet 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022), May 2022, Singapore, Singapore. pp.5702-5706, ⟨10.1109/ICASSP43922.2022.9747071⟩ Communication dans un congrès hal-03688210v1
A Bregman Majorization-Minimization Framework for PET Image Reconstruction Claire Rossignol,Florent Sureau,Émilie Chouzenoux,Claude Comtat,Jean-Christophe Pesquet ICIP 2022 - 29th IEEE International Conference on Image Processing, Oct 2022, Bordeaux, France Communication dans un congrès hal-03720547v1
A decomposition method for directional Total Variation with application to needle reconstruction in interventional imaging Marion Savanier,Cyril Riddell,Yves Trousset,Emilie Chouzenoux,Jean-Christophe Pesquet CT MEETING 2022 - The 7th International Meeting on Image Formation in X-Ray Computed Tomography, Jun 2022, Baltimore, United States. pp.123042W, ⟨10.1117/12.2647142⟩ Communication dans un congrès hal-03770330v1
Can GANs recover faults in electrical motor sensors? Sagar Verma,Nicolas Henwood,Marc Castella,Jean-Christophe Pesquet,Al Kassem Jebai ICLR 2022 - International Conference on Learning Representations (ICLR ), Apr 2022, Virtual, France Communication dans un congrès hal-03887143v1
Towards Practical Few-Shot Query Sets: Transductive Minimum Description Length Inference Ségolène Martin,Malik Boudiaf,Emilie Chouzenoux,Jean-Christophe Pesquet,Ismail Ben Ayed 2022 Conference on Neural Information Processing Systems, Nov 2022, New Orleans, United States Communication dans un congrès hal-03827880v1
A Convex Formulation for the Robust Estimation of Multivariate Exponential Power Models Nora Leïla Ouzir,Jean-Christophe Pesquet,Frédéric Pascal 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022), May 2022, Singapore, France. pp.5772-5776, ⟨10.1109/ICASSP43922.2022.9747354⟩ Communication dans un congrès hal-03763278v1
Sparsifying Networks via Subdifferential Inclusion Sagar Verma,Jean-Christophe Pesquet ICML 2021 - Thirty-eighth International Conference on Machine Learning, Jul 2021, Virtual, France Communication dans un congrès hal-03294543v1
Proximal Gradient Algorithm in the Presence of Adjoint Mismatch Marion Savanier,Emilie Chouzenoux,Jean-Christophe Pesquet,Cyril Riddell,Yves Trousset EUSIPCO 2020 - 28th European Signal Processing Conference, Jan 2021, Amsterdam (virtual), Netherlands Communication dans un congrès hal-02943659v2
GPU-based Implementations of MM Algorithms. Application to Spectroscopy Signal Restoration Mouna Gharbi,Emilie Chouzenoux,Jean-Christophe Pesquet,Laurent Duval EUSIPCO 2021 - 29th European Signal Processing Conference, Aug 2021, Dublin / Virtual, Ireland Communication dans un congrès hal-03275427v2
A Small-Scale Network for Seismic Patterns Classification Monacer da Silva,Jean Charléty,Aurélia Fraysse,Jean-Christophe Pesquet 28th European Signal Processing Conference (EUSIPCO 2020), Jan 2021, Amsterdam, Netherlands. ⟨10.23919/Eusipco47968.2020.9287853⟩ Communication dans un congrès hal-03619395v1
A Deep Learning Approach for Improved Segmentation of Lesions Related to Covid-19 Chest CT Scans Vlad Vasilescu,Ana Neacsu,Emilie Chouzenoux,Jean-Christophe Pesquet,Corneliu Burileanu ISBI 2021 - IEEE International Symposium on Biomedical Imaging, Apr 2021, Nice / Virtual, France Communication dans un congrès hal-03188444v1
A Quantitative Analysis Of The Robustness Of Neural Networks For Tabular Data Kavya Gupta,Beatrice Pesquet-Popescu,Fateh Kaakai,Jean-Christophe Pesquet ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto, Canada. pp.8057-8061, ⟨10.1109/ICASSP39728.2021.9413858⟩ Communication dans un congrès hal-03527634v1
Signal Denoising Using a New Class of Robust Neural Networks Ana Neacsu,Kavya Gupta,Jean-Christophe Pesquet,Corneliu Burileanu EUSIPCO 2020 - 28th European Signal Processing Conference, Jan 2021, Amsterdam, Netherlands. pp.1492-1496, ⟨10.23919/Eusipco47968.2020.9287630⟩ Communication dans un congrès hal-03115064v1
A Penalized Subspace Strategy for Solving Large-Scale Constrained Optimization Problems Ségolène Martin,Emilie Chouzenoux,Jean-Christophe Pesquet EUSIPCO 2021 - 29th European Signal Processing Conference, Aug 2021, Dublin / Virtual, Ireland Communication dans un congrès hal-03275387v1
A Neural Network Approach For Joint Optimization Of Predictors In Lifting-Based Image Coders Tassnim Dardouri,M. Kaaniche,A. Benazza-Benyahia,Jean-Christophe Pesquet,G. Dauphin 2021 IEEE International Conference on Image Processing (ICIP), Sep 2021, Anchorage / Virtual, United States. pp.3747-3751, ⟨10.1109/ICIP42928.2021.9506737⟩ Communication dans un congrès hal-03526467v1
Deep transform and metric learning networks Wen Tang,Emilie Chouzenoux,Jean-Christophe Pesquet,Hamid Krim ICASSP 2021 - IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2021, Toronto Virtual, Canada Communication dans un congrès hal-03281571v1
An Adversarial Attacker for Neural Networks in Regression Problems Kavya Gupta,Beatrice Pesquet-Popescu,Fateh Kaakai,Jean-Christophe Pesquet,Fragkiskos D. Malliaros IJCAI Workshop on Artificial Intelligence Safety (AI Safety), Aug 2021, Montreal/Virtual, Canada Communication dans un congrès hal-03527640v2
Enhanced convergent PnP agorithms for image restoration Matthieu Terris,Audrey Repetti,Jean-Christophe Pesquet,Yves Wiaux 2021 IEEE International Conference on Image Processing (ICIP), Sep 2021, Anchorage, United States. pp.1684-1688 Communication dans un congrès hal-03497818v1
Robust reconstruction with nonconvex subset constraints Arthur Marmin,Marc Castella,Jean-Christophe Pesquet MLSP 2020 - IEEE 30th international workshop on Machine Learning for Signal Processing, Sep 2020, Espoo (online), Finland. pp.1-6, ⟨10.1109/MLSP49062.2020.9231524⟩ Communication dans un congrès hal-02977062v1
Neural networks based speed-torque estimators for induction motors and performance metrics Sagar Verma,Nicolas Henwood,Marc Castella,Al Kassem Jebai,Jean-Christophe Pesquet IECON 2020 - 46th Annual Conference of the IEEE Industrial Electronics Society, Oct 2020, Singapore, Singapore. pp.495-500, ⟨10.1109/IECON43393.2020.9255236⟩ Communication dans un congrès hal-02907937v1
Optimized Lifting Scheme Based on a Dynamical Fully Connected Network for Image Coding Tassnim Dardouri,Mounir Kaaniche,Amel Benazza-Benyahia,Jean-Christophe Pesquet ICIP 2020 - The 27th IEEE International Conference on Image Processing, Oct 2020, Virtual, United Arab Emirates. ⟨10.1109/ICIP40778.2020.9191292⟩ Communication dans un congrès hal-03139684v1
Building firmly nonexpansive convolutional neural networks Matthieu Terris,Audrey Repetti,Jean-Christophe Pesquet,Yves Wiaux ICASSP 2020 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2020, Barcelona, Spain. pp.8658-8662 Communication dans un congrès hal-03139360v1
Globally optimizing owing to tensor decomposition Arthur Marmin,Marc Castella,Jean-Christophe Pesquet EUSIPCO 2020 - 28th European Signal Processing Conference, Jan 2020, Amsterdam, Netherlands. pp.990-994, ⟨10.23919/Eusipco47968.2020.9287511⟩ Communication dans un congrès hal-03040027v1
Accuracy-Robustness Trade-Off for Positively Weighted Neural Networks Ana Neacsu,Jean-Christophe Pesquet,Corneliu Burileanu ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing, May 2020, Barcelona, France. pp.8389-8393, ⟨10.1109/ICASSP40776.2020.9053803⟩ Communication dans un congrès hal-03140282v1
Modeling electrical motor dynamics using encoder-decoder with recurrent skip connection Sagar Verma,Nicolas Henwood,Marc Castella,François Malrait,Jean-Christophe Pesquet AAAI 2020 - 34th AAAI conference on artificial intelligence, Feb 2020, New York, United States. pp.1387-1394 Communication dans un congrès hal-02484188v1
Detecting the Rank of a Symmetric Tensor Arthur Marmin,Marc Castella,Jean-Christophe Pesquet EUSIPCO 2019 - 27th European Signal Processing Conference, Sep 2019, Coruña, Spain. pp.1-5 Communication dans un congrès hal-02284991v1
Multi-parametric 3D-point-spread function estimation in deep multiphoton microscopy with an original computational strategy dedicated to the reconstruction of muscle images Claire Lefort,Emilie Chouzenoux,Laetitia Magnol,Henri Massias,Jean-Christophe Pesquet SPIE Photonics Europe 2020, Apr 2020, Online Only, United States. ⟨10.1117/12.2554742⟩ Communication dans un congrès hal-02566520v1
A Matched CBCT Projector-Backprojector Based on the Convolution of B-splines Marion Savanier,Cyril Riddell,Yves Trousset,Emilie Chouzenoux,Jean-Christophe Pesquet CT Meeting 2020 - 6th International Conference on Image Formation in X-Ray Computed Tomography, Aug 2020, Regensburg (virtual), Germany Communication dans un congrès hal-03140763v1
A New Spatially Adaptive TV Regularization for Digital Breast Tomosynthesis Maissa Sghaier,Emilie Chouzenoux,Jean-Christophe Pesquet,Serge Muller ISBI 2020 - International Symposium on Biomedical Imaging, Apr 2020, Iowa City, United States Communication dans un congrès hal-03066217v1
A moment-based approach for guaranteed tensor decomposition Arthur Marmin,Marc Castella,Jean-Christophe Pesquet ICASSP 2020 - 45th International Conference on Acoustics, Speech and Signal Processing, May 2020, Barcelona, Spain. pp.3927-3931, ⟨10.1109/icassp40776.2020.9054186⟩ Communication dans un congrès hal-02654329v1
A hybrid interior point - deep learning approach for Poisson image deblurring Mathilde Galinier,Marco Prato,Emilie Chouzenoux,Jean-Christophe Pesquet MLSP 2020 - IEEE International Workshop on Machine Learning for Signal Processing, Sep 2020, Espoo, Finland. 6p Communication dans un congrès hal-03647254v1
Online MR image reconstruction for compressed sensing acquisition in T2* imaging Loubna El Gueddari,Emilie Chouzenoux,Alexandre Vignaud,Jean-Christophe Pesquet,Philippe Ciuciu SPIE Conference - Wavelets and Sparsity XVIII, Aug 2019, San Diego, United States Communication dans un congrès hal-02265538v1
Sparse signal reconstruction with a sign oracle Arthur Marmin,Marc Castella,Jean-Christophe Pesquet SPARS 2019 - Signal Processing with Adaptive Sparse Structured Representations - Workshop, Jul 2019, Toulouse, France Communication dans un congrès hal-02196881v1
Learned Image Deblurring by Unfolding a Proximal Interior Point Algorithm Marie-Caroline Corbineau,Carla Bertocchi,Emilie Chouzenoux,Marco Prato,Jean-Christophe Pesquet ICIP 2019 - 26th IEEE International Conference on Image Processing, IEEE, Sep 2019, Taipei, Taiwan. ⟨10.1109/ICIP.2019.8803438⟩ Communication dans un congrès hal-02303511v1
OSCAR-based reconstruction for compressed sensing and parallel MR imaging Loubna El Gueddari,Philippe Ciuciu,Emilie Chouzenoux,Alexandre Vignaud,Jean-Christophe Pesquet ISMRM 2019 - 27th Annual Meeting and Exhibition, May 2019, Montréal, Canada Communication dans un congrès hal-02314911v1
A Data Augmentation Approach for Sampling Gaussian Models in High Dimension Yosra Marnissi,Dany Abboud,Emilie Chouzenoux,Jean-Christophe Pesquet,Mohamed El-Badaouiet al. EUSIPCO 2019 - 27th European Signal Processing Conference, Sep 2019, La Corogne, Spain. ⟨10.23919/eusipco.2019.8902496⟩ Communication dans un congrès hal-02314418v1
How to globally solve non-convex optimization problems involving an approximate ℓ 0 penalization Arthur Marmin,Marc Castella,Jean-Christophe Pesquet ICASSP 2019 : IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. pp.5601-5605, ⟨10.1109/ICASSP.2019.8683692⟩ Communication dans un congrès hal-02196878v1
PLUMEE 2019 : Reconstruction numérique d'image en microscopie multiphotonique Claire Lefort,Emilie Chouzenoux,Jean-Christophe Pesquet PLUMEE 2019 - 6ème Colloque francophone PLUridisciplinaire sur les Matériaux, l’Environnement et l’Electronique, Apr 2019, Limoges, France Communication dans un congrès hal-02426765v1
Online compressed sensing MR image reconstruction for high resolution T2* imaging Loubna El Gueddari,Philippe Ciuciu,Emilie Chouzenoux,Alexandre Vignaud,Jean-Christophe Pesquet ISMRM 2019 - 27th Annual Meeting and Exhibition, May 2019, Montréal, Canada Communication dans un congrès hal-02314904v1
MM Adapted MH Methods Yosra Marnissi,Emilie Chouzenoux,Amel Benazza-Benyahia,Jean-Christophe Pesquet BASP 2019 - International Biomedical and Astronomical Signal Processing Frontiers workshop, Feb 2019, Villars sur Ollon, Switzerland Communication dans un congrès hal-02314412v1
A New Approach for Microcalcification Enhancement in Digital Breast Tomosynthesis Reconstruction Maissa Sghaier,Emilie Chouzenoux,Giovanni Palma,Jean-Christophe Pesquet,Serge Muller ISBI 2019 - IEEE International Symposium on Biomedical Imaging, Apr 2019, Venise, Italy. ⟨10.1109/ISBI.2019.8759534⟩ Communication dans un congrès hal-02314420v1
A Novel Smoothed Norm Ratio for Sparse Signal Restoration Application to Mass Spectrometry. Afef Cherni,Emilie Chouzenoux,Laurent Duval,Jean-Christophe Pesquet SPARS 2019 - Signal Processing with Adaptive Sparse Structured Representations, Jul 2019, Toulouse, France Communication dans un congrès hal-02179379v1
Forme lissée de rapports de normes lp/lq (SPOQ) pour la reconstruction des signaux avec pénalisation parcimonieuse. Afef Cherni,Emilie Chouzenoux,Laurent Duval,Jean-Christophe Pesquet GRETSI 2019 - 27ème Colloque francophonede traitement du signal et des images, Aug 2019, Lille, France Communication dans un congrès hal-02179373v1
Calibrationless oscar-based image reconstruction in compressed sensing parallel MRI Loubna El Gueddari,Philippe Ciuciu,Emilie Chouzenoux,Alexandre Vignaud,Jean-Christophe Pesquet ISBI 2019 - IEEE International Symposium on Biomedical Imaging, Apr 2019, Venise, Italy. ⟨10.1109/isbi.2019.8759393⟩ Communication dans un congrès hal-02101262v1
Linear convergence of stochastic block-coordinate fixed point algorithms Patrick L Combettes,Jean-Christophe Pesquet European Signal and Image Processing Conference (EUSIPCO 2018), Sep 2018, Rome, Italy. ⟨10.23919/EUSIPCO.2018.8552941⟩ Communication dans un congrès hal-01964580v1
A Nonconvex Variational Approach for Robust Graphical Lasso Alessandro Benfenati,Emilie Chouzenoux,Jean-Christophe Pesquet IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2018), Apr 2018, Calgary, Canada Communication dans un congrès hal-01803424v1
Block-coordinate proximal algorithms for scale-free texture segmentation Barbara Pascal,Nelly Pustelnik,Patrice Abry,Jean-Christophe Pesquet ICASSP 2018 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, Canada. pp.1-5, ⟨10.1109/icassp.2018.8461991⟩ Communication dans un congrès hal-01736991v1
PIPA: A New Proximal Interior Point Algorithm for Large Scale Convex Optimization Marie-Caroline Corbineau,Emilie Chouzenoux,Jean-Christophe Pesquet IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2018), Apr 2018, Calgary, Canada. pp.1343-1347, ⟨10.1109/ICASSP.2018.8462173⟩ Communication dans un congrès hal-01803422v1
A Multicore Convex Optimization Algorithm with Applications to Video Restoration Feriel Abboud,Emilie Chouzenoux,Jean-Christophe Pesquet,Hugues Talbot IEEE International Conference on Image Processing, Oct 2018, Athens, Greece Communication dans un congrès hal-01862210v1
HOGMep: Variational Bayes and higher-order graphical models applied to joint image recovery and segmentation Aurélie Pirayre,Yuling Y. Zheng,Laurent Duval,Jean-Christophe Pesquet 2017 IEEE International Conference on Image Processing (ICIP), Sep 2017, Beijing, China. ⟨10.1109/ICIP.2017.8296988⟩ Communication dans un congrès hal-01862840v1
Optimal Multivariate Gaussian Fitting for PSF Modeling in Two-Photon Microscopy Tim Tsz-Kit,Emilie Chouzenoux,Claire Lefort,Jean-Christophe Pesquet 15 th IEEE International Symposium on Biomedical Imaging (ISBI 2018), Apr 2018, Washington DC, United States. ⟨10.1109/ISBI.2018.8363621⟩ Communication dans un congrès hal-01803413v1
Signal reconstruction from sub-sampled and nonlinearly distorted observations Arthur Marmin,Marc Castella,Jean-Christophe Pesquet,Laurent Duval EUSIPCO 2018: 26th European Signal Processing Conference, Sep 2018, Roma, Italy. pp.1970-1974, ⟨10.23919/EUSIPCO.2018.8553174⟩ Communication dans un congrès hal-01957568v1
Geometry-Texture Decomposition/Reconstruction Using a Proximal Interior Point Algorithm Marie-Caroline Corbineau,Emilie Chouzenoux,Jean-Christophe Pesquet 10th IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM 2018), Jul 2018, Sheffield, United Kingdom Communication dans un congrès hal-01863408v1
A Proximal Approach for Solving Matrix Optimization Problems Involving a Bregman Divergence Alessandro Benfenati,Emilie Chouzenoux,Jean-Christophe Pesquet BASP 2017 - International Biomedical and Astronomical Signal Processing Frontiers workshop, Jan 2017, villars-sur-oulon, Switzerland Communication dans un congrès hal-01613292v1
A Fast Algorithm Based on a Sylvester-like Equation for LS Regression with GMRF Prior Qi Wei,Emilie Chouzenoux,Jean-Yves Tourneret,Jean-Christophe Pesquet CAMSAP 2017- IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Dec 2017, Curaçao, Netherlands Antilles Communication dans un congrès hal-01635601v1
A Block Parallel Majorize-Minimize Memory Gradient Algorithm Sara Cadoni,Emilie Chouzenoux,Jean-Christophe Pesquet,Caroline Chaux BASP 2017 - International Biomedical and Astronomical Signal Processing Frontiers workshop, Jan 2017, Villars-sur-Oulon, Switzerland. pp.1, ⟨10.1109/ICIP.2016.7532949⟩ Communication dans un congrès hal-01634531v1
A Two-Stage Subspace Trust Region Approach for Deep Neural Network Training Viacheslav Dudar,Giovanni Chierchia,Emilie Chouzenoux,Jean-Christophe Pesquet,Vladimir V. Semenov 25th European Signal Processing Conference (EUSIPCO 2017), Aug 2017, Kos Island, Greece. pp.291-295, ⟨10.23919/EUSIPCO.2017.8081215⟩ Communication dans un congrès hal-01634538v1
Approche de Douglas-Rachford aléatoire par blocs appliquée à la régression logistique parcimonieuse Giovanni Chierchia,Afef Cherni,Emilie Chouzenoux,Jean-Christophe Pesquet GRETSI 2017, Sep 2017, Juan les Pins, France. pp.1-4 Communication dans un congrès hal-01634525v1
A global optimization approach for rational sparsity promoting criteria Marc Castella,Jean-Christophe Pesquet EUSIPCO 2017 - 25th European Signal Processing Conference, Aug 2017, Kos Island, Greece. pp.156 - 160, ⟨10.23919/EUSIPCO.2017.8081188⟩ Communication dans un congrès hal-01666536v1
Recovery of nonlinearly degraded sparse signals through rational optimization Marc Castella,Jean-Christophe Pesquet SPARS 2017 - 6th Signal Processing with Adaptive Sparse Structured Representations workshop, Jun 2017, Lisbonne, Portugal. pp.1-2 Communication dans un congrès hal-01575293v1
A block parallel majorize-minimize memory gradient algorithm Sara Cadoni,Emilie Chouzenoux,Jean-Christophe Pesquet,Caroline Chaux IEEE International Conference on Image Processing (ICIP 2016), Sep 2016, Phoenix, AZ, United States. pp.3194 - 3198, ⟨10.1109/ICIP.2016.7532949⟩ Communication dans un congrès hal-01418417v1
Fast variational Bayesian signal recovery in the presence of Poisson-Gaussian noise Yosra Marnissi,Yuling Y. Zheng,Jean-Christophe Pesquet IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2016, Shanghai, China. p. 3964-3968, ⟨10.1109/icassp.2016.7472421⟩ Communication dans un congrès hal-01370499v1
An Auxiliary Variable Method for Langevin based MCMC algorithms Yosra Marnissi,Emilie Chouzenoux,Jean-Christophe Pesquet,Amel Benazza-Benyahia IEEE Workshop on Statistical Signal Processing (SSP 2016), Jun 2016, Palma de Mallorque, Spain. pp.297--301, ⟨10.1109/SSP.2016.7551764⟩ Communication dans un congrès hal-01386560v1
Random primal-dual proximal iterations for sparse multiclass SVM Giovanni Chierchia,Nelly Pustelnik,Jean-Christophe Pesquet IEEE International Workshop on Machine Learning for Signal Processing, Sep 2016, Vietri sul Mare, Italy. ⟨10.1109/MLSP.2016.7738833⟩ Communication dans un congrès hal-01419697v1
Stochastic forward-backward and primal-dual approximation algorithms with application to online image restoration Patrick L Combettes,Jean-Christophe Pesquet European Signal and Image Processing Conference (EUSIPCO 2016), Aug 2016, Budapest, Hungary. pp.1813 - 1817, ⟨10.1109/EUSIPCO.2016.7760561⟩ Communication dans un congrès hal-01422154v1
A parallel block-coordinate approach for primal-dual splitting with arbitrary random block selection Audrey Repetti,Emilie Chouzenoux,Jean-Christophe Pesquet European Signal Processing Conference, Sep 2015, Nice, France. p. 235-239 Communication dans un congrès hal-01370498v1
A Random Block-Coordinate Primal-Dual Proximal Algorithm with Application to 3D Mesh Denoising Audrey Repetti,Emilie Chouzenoux,Jean-Christophe Pesquet IEEE International Conference on Acoustics, Speech, and Signal Processing, Apr 2015, Brisbane, Australia. p. 3561-3565 Communication dans un congrès hal-01370504v1
An Alternating Direction Method of Multipliers for Constrained Joint Diagonalization by Congruence (Invited Paper) Lu Wang,Laurent Albera,Lotfi Senhadji,Jean-Christophe Pesquet 2015 IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Dec 2015, Cancun, Mexico. pp.197-200, ⟨10.1109/CAMSAP.2015.7383770⟩ Communication dans un congrès hal-01245119v1
An Epigraphic Splitting Technique for Sparse Multiclass SVM Giovanni Chierchia,Nelly Pustelnik,Jean-Christophe Pesquet,Beatrice Pesquet-Popescu Signal Processing with Adaptive Sparse Structured Representations (SPARS), Jul 2015, Cambridge, United Kingdom Communication dans un congrès hal-02287028v1
A Distributed Strategy for Computing Proximity Operators Feriel Abboud,Emilie Chouzenoux,Jean-Christophe Pesquet,Jean-Hugues Chenot,Louis Laborelli Asilomar Conference on Signals, Systems, and Computers, Nov 2015, Asilomar, United States. p. 396-400, ⟨10.1109/ACSSC.2015.7421156⟩ Communication dans un congrès hal-01373644v1
Sparse adaptive template matching and filtering for 2D seismic images with dual-tree wavelets and proximal methods Mai Quyen Pham,Caroline Chaux,Laurent Duval,Jean-Christophe Pesquet ICIP - International Conference on Image Processing 2015, Sep 2015, Québec City, Canada. pp.2339-2343, ⟨10.1109/ICIP.2015.7351220⟩ Communication dans un congrès hal-01278494v1
Proximal Primal-Dual Optimization Methods Audrey Repetti,Emilie Chouzenoux,Jean-Christophe Pesquet International Biomedical and Astronomical Signal Processing Frontiers workshop, Jan 2015, Villars-sur-Oulon, Switzerland. page 25 Communication dans un congrès hal-01370505v1
Un petit tutoriel sur les méthodes primales-duales proximales pour l'optimisation convexe Audrey Repetti,Emilie Chouzenoux,Jean-Christophe Pesquet GRETSI, Sep 2015, Lyon, France Communication dans un congrès hal-01379997v1
Optimization of a Geman-McClure like criterion for sparse signal deconvolution Marc Castella,Jean-Christophe Pesquet CAMSAP 2015 : 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Dec 2015, Cancun, Mexico. pp.317-320, ⟨10.1109/CAMSAP.2015.7383798⟩ Communication dans un congrès hal-01263352v2
When Convex Analysis Meets Mathematical Morphology on Graphs Laurent Najman,Jean-Christophe Pesquet,Hugues Talbot Mathematical Morphology and Its Applications to Signal and Image Processing, Benediktsson, J.A.; Chanussot, J.; Najman, L.; Talbot, H., May 2015, Reykjavik, Iceland. pp.473-484, ⟨10.1007/978-3-319-18720-4_40⟩ Communication dans un congrès hal-01168801v1
Iterative Poisson-Gaussian Noise Parametric Estimation for Blind Image Denoising Anna Jezierska,Jean-Christophe Pesquet,Hugues Talbot,Caroline Chaux IEEE International Conference on Image Processing, Oct 2014, Paris, France. pp.1-5 Communication dans un congrès hal-01060081v2
A constrained-based optimization approach for seismic data recovery problems Mai Quyen Pham,Caroline Chaux,Laurent Duval,Jean-Christophe Pesquet ICASSP 2014 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2014, Firenze, Italy. pp.2377-2381, ⟨10.1109/ICASSP.2014.6854025⟩ Communication dans un congrès hal-01278420v1
Epigraphical proximal projection for sparse multiclass SVM Giovanni Chierchia,Nelly Pustelnik,Jean-Christophe Pesquet,Beatrice Pesquet-Popescu IEEE International Conference on Acoustics, Speech and Signal Processing, May 2014, Florence, Italy. ⟨10.1109/ICASSP.2014.6855222⟩ Communication dans un congrès hal-01796717v1
Accurate rate-distortion approximation for sparse Bernoulli-Generalized Gaussian models Mounir Kaaniche,Aurélia Fraysse,Beatrice Pesquet-Popescu,Jean-Christophe Pesquet IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014), May 2014, Florence, Italy. ⟨10.1109/icassp.2014.6853953⟩ Communication dans un congrès hal-01090564v1
Majorize-Minimize adapted Metropolis-Hastings algorithm. Application to multichannel image recovery Yosra Marnissi,Amel Benazza-Benyahia,Emilie Chouzenoux,Jean-Christophe Pesquet 22th European Signal Processing Conference (EUSIPCO 2014), Sep 2014, Lisbon, Portugal Communication dans un congrès hal-01077273v1
A preconditioned Forward-Backward approach with application to large-scale nonconvex spectral unmixing problems Audrey Repetti,Emilie Chouzenoux,Jean-Christophe Pesquet 39th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014)., May 2014, Florence, Italy. pp.1498 - 1502, ⟨10.1109/ICASSP.2014.6853847⟩ Communication dans un congrès hal-01077329v1
A stochastic 3MG algorithm with application to 2d filter identification Emilie Chouzenoux,Jean-Christophe Pesquet,Anisia Florescu 22th European Signal Processing Conference (EUSIPCO 2014), Sep 2014, Lisbon, Portugal Communication dans un congrès hal-01077261v1
A Forward-Backward View of Some Primal-Dual Optimization Methods in Image Recovery Patrick Louis Combettes,Laurent Condat,Jean-Christophe Pesquet,Bang Cong Vu ICIP 2014 - 21st IEEE International Conference on Image Processing, Oct 2014, Paris, France. ⟨10.1109/ICIP.2014.7025841⟩ Communication dans un congrès hal-01098038v1
A multi-parameter optimization approach for complex continuous sparse modelling Emilie Chouzenoux,Jean-Christophe Pesquet,Anisia Florescu 19th International Conference on Digital Signal Processing (DSP 2014), Aug 2014, Hong-Kong, China. pp.817 - 820, ⟨10.1109/ICDSP.2014.6900780⟩ Communication dans un congrès hal-01077331v1
A nonconvex regularized approach for phase retrieval Audrey Repetti,Emilie Chouzenoux,Jean-Christophe Pesquet 21st IEEE International Conference on Image Processing (ICIP 2014), Oct 2014, Paris, France Communication dans un congrès hal-01094452v1
A hybrid alternating proximal method for blind video restoration Feriel Abboud,Emilie Chouzenoux,Jean-Christophe Pesquet,Jean-Hugues Chenot,Louis Laborelli 22th European Signal Processing Conference (EUSIPCO 2014), Sep 2014, Lisbon, Portugal Communication dans un congrès hal-01077269v1
A proximal approach for optimization problems involving Kullback divergences Mireille El Gheche,Jean-Christophe Pesquet,Farah Joumana International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2013, Vancouver, Canada. pp.xx-xx Communication dans un congrès hal-00842705v1
Filtrage de multiples sismiques par ondelettes et optimisation convexe Mai Quyen Pham,Caroline Chaux,Laurent Duval,Jean-Christophe Pesquet Colloque Gretsi 2013, Sep 2013, Brest, France. pp.xx-xx Communication dans un congrès hal-00914637v1
A proximal approach for signal recovery based on information measures Mireille El Gheche,Anna Jezierska,Jean-Christophe Pesquet,Joumana Farah EUSIPCO 2013, Sep 2013, Marrakech, Morocco. pp.xx-xx Communication dans un congrès hal-00842713v1
Estimation d'un signal complexe à partir d'un modèle parcimonieux perturbé Anisia Florescu,Emilie Chouzenoux,Jean-Christophe Pesquet,Silviu Ciochina XXIVième colloque GRETSI sur le Traitement du Signal et des Images, Sep 2013, Brest, France. pp.xx-xx Communication dans un congrès hal-00866816v1
Reconstruction d'image en présence de bruit gaussien dépendant par un algorithme Explicite-Implicite à métrique variable Audrey Repetti,Emilie Chouzenoux,Jean-Christophe Pesquet XXIVième colloque GRETSI sur le Traitement du Signal et des Images, Sep 2013, Brest, France. pp.xx-xx Communication dans un congrès hal-00866804v1
Seismic multiple removal with a Primal-Dual proximal algorithm Mai Quyen Pham,Caroline Chaux,Laurent Duval,Jean-Christophe Pesquet ICASSP, May 2013, Vancouver, Canada. 5 pp Communication dans un congrès hal-00825809v1
An epigraphical convex optimization approach for multicomponent image restoration using non-local structure tensor Giovanni Chierchia,Nelly Pustelnik,Jean-Christophe Pesquet,Béatrice Pesquet-Popescu Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on, May 2013, Canada Communication dans un congrès hal-00826003v1
Generalized multivariate exponential power prior for wavelet-based multichannel image restoration Yosra Marnissi,Amel Benazza-Benyahia,Emilie Chouzenoux,Jean-Christophe Pesquet 20th IEEE International Conference on Image Processing (ICIP 2013), Sep 2013, Melbourne, Australia. pp.2402-2406 Communication dans un congrès hal-00829444v1
A complex-valued majorize-minimize memory gradient method with application to parallel MRI Anisia Florescu,Emilie Chouzenoux,Jean-Christophe Pesquet,Philippe Ciuciu,Silviu Ciochina 21st European Signal Processing Conference (EUSIPCO 2013), Sep 2013, Marrakech, Morocco. pp.14283743.1-14283743.5 Communication dans un congrès hal-00866800v1
Adaptive lifting scheme with a global L-1 minimization technique for stereo image coding Mounir Kaaniche,Beatrice Pesquet-Popescu,Amel Benazza-Benyahia,Jean-Christophe Pesquet IEEE International Conference on Image Processing, ICIP, Oct 2012, Orlando, United States Communication dans un congrès hal-02411928v1
Poisson-Gaussian noise parameter estimation in fluorescence microscopy imaging Anna Jezierska,Hugues Talbot,Caroline Chaux,Jean-Christophe Pesquet,Gilbert Engler International Symposium on Biomedical Imaging (ISBI), May 2012, Barcelona, Spain Communication dans un congrès hal-00646382v2
A primal-dual proximal splitting approach for restoring data corrupted with Poisson-Gaussian noise Anna Jezierska,Emilie Chouzenoux,Jean-Christophe Pesquet,Hugues Talbot IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2012), Mar 2012, Kyoto, Japan. pp.1085 - 1088, ⟨10.1109/ICASSP.2012.6288075⟩ Communication dans un congrès hal-00687634v1
A proximal approach for constrained cosparse modelling Giovanni Chierchia,Nelly Pustelnik,Jean-Christophe Pesquet,Béatrice Pesquet-Popescu Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on, Mar 2012, Kyoto, Japan. pp.3433 - 3436, ⟨10.1109/ICASSP.2012.6288654⟩ Communication dans un congrès hal-00826002v1
A convex programming bit allocation method for sparse sources Mounir Kaaniche,Aurélia Fraysse,Beatrice Pesquet-Popescu,Jean-Christophe Pesquet Proceedings of the IEEE International Picture Coding Symposium (PCS), May 2012, Poland. pp.853-856 Communication dans un congrès hal-00734456v1
A penalized weighted least squares approach for restoring data corrupted with signal-dependent noise Audrey Repetti,Emilie Chouzenoux,Jean-Christophe Pesquet 20th European Signal Processing Conference (EUSIPCO 2012), Aug 2012, Bucarest, Romania. pp.1553-1557 Communication dans un congrès hal-00733786v1
Adaptive lifting schemes with a global L1 minimization technique for image coding Mounir Kaaniche,Beatrice Pesquet-Popescu,Jean-Christophe Pesquet,Amel Benazza-Benyahia IEEE International Conference on Image Processing, Oct 2012, United States. pp.2461-2464 Communication dans un congrès hal-00827521v1
ℓ1-Adapted Non Separable Vector Lifting Schemes For Stereo Image Coding Mounir Kaaniche,Beatrice Pesquet-Popescu,Jean-Christophe Pesquet Proceedings of the 20th European Signal Processing Conference (EUSIPCO 2012), Aug 2012, Romania Communication dans un congrès hal-00734457v1
A convex variational approach for multiple removal in seismic data Diego Gragnaniello,Caroline Chaux,Jean-Christophe Pesquet,Laurent Duval EUSIPCO, Aug 2012, Bucarest, Romania. 5 pp Communication dans un congrès hal-00825814v1
Bancs de filtres et méthodes proximales pour la restauration d'images Nelly Pustelnik,Jean-Christophe Pesquet,Caroline Chaux GRETSI 2011, Sep 2011, Bordeaux, France. pp.ID350 Communication dans un congrès hal-00733637v1
Proximal splitting methods for depth estimation Mireille El Gheche,Jean-Christophe Pesquet,Farah Joumana,Mounir Kaaniche,Beatrice Pesquet-Popescu Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2011, Prague, Czech Republic. pp.853-856 Communication dans un congrès hal-00733840v1
Dual constrained TV-based regularization Camille Couprie,Hugues Talbot,Jean-Christophe Pesquet,Laurent Najman,Leo Grady Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on, May 2011, Prague, Czech Republic. pp.945 - 948, ⟨10.1109/ICASSP.2011.5946561⟩ Communication dans un congrès hal-00744071v1
Disparity map estimation under convex constraints using proximal algorithms Mireille El Gheche,Jean-Christophe Pesquet,Youmana Farah,Caroline Chaux,Béatrice Pesquet-Popescu SIPS 2011, Oct 2011, Beirut, Lebanon. pp.293--298 Communication dans un congrès hal-00733655v1
A memory gradient algorithm for l2-l0 regularization with applications to image restoration Emilie Chouzenoux,Jean-Christophe Pesquet,Hugues Talbot,Anna Jezierska 18th IEEE International Conference on Image Processing (ICIP 2011), Sep 2011, Bruxelles, Belgium. pp.2717-2720, ⟨10.1109/ICIP.2011.6116230⟩ Communication dans un congrès hal-00687500v1
Image reconstruction from multiple sensors using Stein's principle. Application to parallel MRI Alexandru Marin,Caroline Chaux,Jean-Christophe Pesquet,Philippe Ciuciu ISBI 2011, Mar 2011, United States Communication dans un congrès hal-00733471v1
Schémas de lifting adaptatifs via des critères parcimonieux Mounir Kaaniche,Jean-Christophe Pesquet,Amel Benazza-Benyahia,Beatrice Pesquet-Popescu Groupe d'Etudes du Traitement du Signal et des Images (GRETSI), Sep 2011, Bordeaux, France Communication dans un congrès hal-00733803v1
An EM approach for Poisson-Gaussian noise modeling Anna Jezierska,Caroline Chaux,Jean-Christophe Pesquet,Hugues Talbot EUSIPCO 2011, Aug 2011, Barcelona, Spain. pp.2244-2248 Communication dans un congrès hal-00733633v1
Méthodes proximales pour l'estimation du champ de disparité à partir d'une paire d'images stéréoscopiques en présence de variations d'illumination Mireille El Gheche,Caroline Chaux,Jean-Christophe Pesquet,Béatrice Pesquet-Popescu,Youmana Farah GRETSI 2011, Sep 2011, Bordeaux, France. pp.ID454 Communication dans un congrès hal-00733649v1
A hierarchical Bayesian model for frame representation Lotfi Chaari,Jean-Christophe Pesquet,Jean-Yves Tourneret,Philippe Ciuciu,Amel Benazza-Benyahia IEEE International Conference Acoustics, Speech, and Signal (ICASSP), Mar 2010, Dallas, USA, France. pp.4086-4089 Communication dans un congrès hal-00853350v1
Two-dimensional non separable adaptive lifting scheme for still and stereo image coding Mounir Kaaniche,Jean-Christophe Pesquet,Amel Benazza-Benyahia,Beatrice Pesquet-Popescu IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP), Mar 2010, United States. pp.1298-1301 Communication dans un congrès hal-00827529v1
Parallel Algorithm and Hybrid Regularization for Dynamic PET Reconstruction Nelly Pustelnik,Caroline Chaux,Jean-Christophe Pesquet,Claude Comtat IEEE Medical Imaging Conference, Oct 2010, Knoxville, Tennessee, United States. pp.2423--2427 Communication dans un congrès hal-00733493v1
Image quantization under spatial smoothness constraints Anna Jezierska,Caroline Chaux,Hugues Talbot,Jean-Christophe Pesquet 17th IEEE International Conference on Image Processing, Sep 2010, Hong Kong SAR China. pp.4297-4300, ⟨10.1109/ICIP.2010.5651796⟩ Communication dans un congrès hal-00714266v1
Alternating proximal algorithm for blind image recovery Jérôme Bolte,Patrick Louis Combettes,Jean-Christophe Pesquet IEEE International Conference on Image Processing (ICIP 2010), Sep 2010, Honk Kong, China. pp.1673-1676 Communication dans un congrès hal-00844115v1
Proximal methods for image restoration using a class of non-tight frame representations Nelly Pustelnik,Jean-Christophe Pesquet,Caroline Chaux EUSIPCO 2010, Aug 2010, Aalborg, Denmark. pp.611-615 Communication dans un congrès hal-00714265v1
Proximal method for geometry and texture image decomposition Luis M. Briceno-Arias,Patrick Louis Combettes,Jean-Christophe Pesquet,Nelly Pustelnik IEEE International Conference on Image Processing (ICIP), Sep 2010, Hong-Kong, Hong Kong SAR China. pp.x+4 Communication dans un congrès hal-00826120v1
Solving inverse problems with overcomplete transforms and convex optimization techniques Lotfi Chaari,Nelly Pustelnik,Caroline Chaux,Jean-Christophe Pesquet SPIE, Aug 2009, San Diego, California, United States Communication dans un congrès hal-00826119v1
Dense disparity map representations for stereo image coding Mounir Kaaniche,Wided Miled,Béatrice Pesquet-Popescu,Amel Benazza-Benyahia,Jean-Christophe Pesquet IEEE International Conference on Image Processing, Nov 2009, Egypt. pp.725-728 Communication dans un congrès hal-00841483v1
Une méthode d'allocation de débit basse-résolution pour des données parcimonieuses Aurélia Fraysse,Beatrice Pesquet-Popescu,Jean-Christophe Pesquet GRETSI, 2009, France. http://hdl.handle.net/2042/28969 Communication dans un congrès hal-00555302v1
Hybrid regularization for data restoration in the presence of Poisson noise Nelly Pustelnik,Caroline Chaux,Jean-Christophe Pesquet 17th European Signal Processing Conference (EUSIPCO'09), Aug 2009, France. 10pp Communication dans un congrès hal-00621941v1
Minimization of a sparsity promoting criterion for the recovery of complex-valued signals Lotfi Chaâri,Jean-Christophe Pesquet,Amel Benazza-Benyahia,Philippe Ciuciu SPARS'09 - Signal Processing with Adaptive Sparse Structured Representations, Inria Rennes - Bretagne Atlantique, Apr 2009, Saint Malo, France Communication dans un congrès inria-00369590v1
Adapted Convex Optimization Algorithm for Wavelet-Based Dynamic PET Reconstruction Nelly Pustelnik,Caroline Chaux,Jean-Christophe Pesquet,F. Sureau,E. Dushet al. Fully3D, Sep 2009, Beijing, China. 10pp Communication dans un congrès hal-00621954v1
Dense disparity map representations for stereo image coding Mounir Kaaniche,Wided Miled,Béatrice Pesquet-Popescu,Amel Benazza-Benyahia,Jean-Christophe Pesquet IEEE International Conference on Image Processing (ICIP'09), 2009, Le Caire, Egypt. pp.725-728, ⟨10.1109/ICIP.2009.5414305⟩ Communication dans un congrès hal-00621939v1
A wavelet-based quadratic extension method for image deconvolution in the presence of Poisson noise Nelly Pustelnik,Caroline Chaux,Jean-Christophe Pesquet 34th International Conference on Acoustics, Speech, and Signal Processing (ICASSP'09), Apr 2009, France. 10pp Communication dans un congrès hal-00621931v1
Two denoising Sure-let methods for complex oversampled subband decompositions Jérôme Gauthier,L. Duval,Jean-Christophe Pesquet Proc. European Signal Processing Conference Conference (EUSIPCO'08), 2008, France. 10pp Communication dans un congrès hal-00621895v1
Wavelet-constrained stereo matching under photometric variations W. Miled,Jean-Christophe Pesquet,M. Parent SPIE Optical and Digital Image Processing, Apr 2008, Strasbourg, France, France. 10pp Communication dans un congrès hal-00621889v1
Image Denoising in the Wavelet Transform Domain Based on Stein's Principle A. Benazza-Benyahia,Jean-Christophe Pesquet,Caroline Chaux 1st Workshops on Image Processing Theory, Tools and Applications (IPTA'08), Nov 2008, Sousse, Tunisia, France. 9pp Communication dans un congrès hal-00621930v1
A SURE approach for image deconvolution in an orthonormal wavelet basis A. Benazza-Benyahia,Jean-Christophe Pesquet International Symposium on Communications, Control and Signal Processing (ISCCSP'08), Mar 2008, St Julians, Malta, France. pp.1536-1541 Communication dans un congrès hal-00621928v1
Rate-distortion results for Generalized Gaussian distributions Aurélia Fraysse,Béatrice Pesquet-Popescu,Jean-Christophe Pesquet IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'08), 2008, Las Vegas, United States. pp.3753-3756, ⟨10.1109/ICASSP.2008.4518469⟩ Communication dans un congrès hal-00621907v1
Autocalibrated regularized parallel MRI reconstruction in the wavelet L. Chaâri,Jean-Christophe Pesquet,A. Benazza-Benyahia,Philippe Ciuciu IEEE International Symposium on Biomedical Imaging (ISBI'08), May 2008, Paris, France, France. pp.756-759 Communication dans un congrès hal-00621892v1
A convex programming approach for color stereo matching Wided Miled,Béatrice Pesquet-Popescu,Jean-Christophe Pesquet MMSP 2008, Oct 2008, Cairns, Australia. ⟨10.1109/MMSP.2008.4665098⟩ Communication dans un congrès hal-01372371v1
A constrained forward-backward algorithm for image recovery problems Nelly Pustelnik,Caroline Chaux,Jean-Christophe Pesquet 16th European Signal Processing Conference (EUSIPCO'08), Aug 2008, Lausanne, Switzerland, France. 10pp Communication dans un congrès hal-00621916v1
Opérateurs proximaux pour la restauration bayésienne de signaux Caroline Chaux,Patrick Louis Combettes,Jean-Christophe Pesquet,Valérie R. Wajs Groupe de recherche et d'études du traitement du signal et des images (GRETSI'07), Sep 2007, Troyes, France, France. pp.1277-1280 Communication dans un congrès hal-00621894v1
A compressed sensing approach to frame-based multiple description coding T. Petrisor,B. Pesquet-Popescu,Jean-Christophe Pesquet IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'07), Apr 2007, Honolulu, Hawaii, France. pp.709-712 Communication dans un congrès hal-00621875v1
Short-term spectral Analysis and synthesis improvements with oversampled inverse filter banks Jérôme Gauthier,L. Duval,Jean-Christophe Pesquet Wavelet applications in signal and image processing (SPIE'07), Aug 2007, France. 10pp Communication dans un congrès hal-00621898v1
Robust Obstacle Detection based on Dense Disparity Maps Wided Miled,Jean-Christophe Pesquet,Michel Null Parent Eleventh International Conference on Computer Aided Systems Theory - EUROCAST 2007, Feb 2007, Las Palmas de Gran Canaria, Canary Islands / Espagne Communication dans un congrès inria-00129750v1
Oversampled inverse complex lapped transform optimization Jérôme Gauthier,L. Duval,Jean-Christophe Pesquet IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'07), Apr 2007, Honolulu, Hawaii, France. 10pp Communication dans un congrès hal-00621824v1
Une nouvelle approche du codage par descriptions multiples, utilisant des représentations linéaires creuses Claudia Teodora Petrisor,Aurélia Fraysse,Beatrice Pesquet-Popescu,Jean-Christophe Pesquet GRETSI, 2007, Troyes, France Communication dans un congrès hal-01119931v1
Une nouvelle approche du codage par descriptions multiples T. Petrisor,A. Fraysse,B. Pesquet-Popescu,Jean-Christophe Pesquet 21ème Groupe de recherche et d'études du traitement du signal et des images (GRETSI'07), Sep 2007, Troyes, France, France. pp.1277-1280 Communication dans un congrès hal-00621879v1
Lifting schemes for joint coding of stereoscopic pairs of satellite images Mounir Kaaniche,Amel Benazza-Benyahia,Jean-Christophe Pesquet,Béatrice Pesquet-Popescu European Signal and Image Processing Conference (EUSIPCO'07), Sep 2007, France. 10pp Communication dans un congrès hal-00621877v1
Construction de bancs de filtres faiblement redondants Jérôme Gauthier,L. Duval,Jean-Christophe Pesquet 21ème Groupe de recherche et d'études du traitement du signal et des images (GRETSI'07), Sep 2007, Troyes, France, France. pp.965-968 Communication dans un congrès hal-00621878v1
2D dual-tree complex biorthogonal M-band wavelet transform Caroline Chaux,Jean-Christophe Pesquet,Laurent Duval IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'07), Apr 2007, Honolulu, Hawaii, USA, United States. pp.845-848 Communication dans un congrès hal-00621884v1
$M$-band filter banks and dual-tree wavelets for engine combustion and geophysical image analysis Laurent Duval,Caroline Chaux,Jean-Christophe Pesquet Wavelet Applications in Industrial Processing IV, on SPIE Symposium Optics East, 2006, Boston, MA, USA, France. 10pp Communication dans un congrès hal-00621886v1
Dense Disparity Estimation From Stereo Images Wided Miled,Jean-Christophe Pesquet,Michel Null Parent 3rd International Symposium on Image/Video Communications, Sep 2006, Hammamet, Tunisia Communication dans un congrès inria-00069063v2
Multichannel image deconvolution in the wavelet transform domain A. Benazza-Benyahia,Jean-Christophe Pesquet European Signal and Image Processing Conference (EUSIPCO'06), Sep 2006, Firenze, Italy, France. 10pp Communication dans un congrès hal-00621874v1
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, Paris, France. pp.249-252 Communication dans un congrès hal-00621899v1
Dense disparity estimation from stereo images Wided Miled,Jean-Christophe Pesquet,M. Parent International symposium on Image/Video Communications (ISIVC'06), Sep 2006, Hammamet, Tunisia, France. 10pp Communication dans un congrès hal-00621816v1
A decomposition method for nonsmooth convex variational signal recovery H. H. Bauschke,Patrick Louis Combettes,Jean-Christophe Pesquet IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'06), May 2006, Toulouse, France, France. pp.889-992 Communication dans un congrès hal-00621870v1
Use of Stein's principle for multichannel image denoising Caroline Chaux,Amel Benazza-Benyahia,Jean-Christophe Pesquet IEEE-EURASIP International Symposium on Control, Communications, and Signal Processing (ISCCSP'06), Mar 2006, France. 10pp Communication dans un congrès hal-00621887v1
Wavelet Constrained Regularization For Disparity Map Estimation Wided Miled,Jean-Christophe Pesquet,Michel Null Parent European Signal Processing Conference, Sep 2006, Florence - Italy Communication dans un congrès inria-00001256v3
Iterative image deconvolution using overcomplete representations Caroline Chaux,Patrick Louis Combettes,Jean-Christophe Pesquet,Valérie R. Wajs European Signal Processing Conference (EUSIPCO'06), Sep 2006, Florence, Italy. 10pp Communication dans un congrès hal-00621888v1
Low redundancy oversampled lapped transforms and application to 3D seismic data filtering Jérôme Gauthier,L. Duval,Jean-Christophe Pesquet IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'06), May 2006, Toulouse, France, France. pp.821-824 Communication dans un congrès hal-00621823v1
Disparity Map Estimation Using A Total Variation Bound Wided Miled,Jean-Christophe Pesquet,Michel Null Parent Third Canadian Conference on Computer and Robot Vision, Jun 2006, Quebec Communication dans un congrès inria-00001255v1
Disparity map estimation using a total variation bound W. Miled,Jean-Christophe Pesquet,M. Parent 3rd Canadian Conference on Computer and Robot Vision, Jun 2006, Québec, Canada, France. pp.48-55 Communication dans un congrès hal-00621818v1
An interscale multivariate statistical model for MAP multicomponent image denoising in the wavelet transform domain A. Elmzoughi,Amel Benazza-Benyahia,Jean-Christophe Pesquet IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP'2005, Mar 2005, Phildelphia, PA, France. pp.45-48 Communication dans un congrès hal-00621708v1
A non separable 2D complex modulated lapped transform and its applications to seismic data filtering Jérôme Gauthier,L. Duval,Jean-Christophe Pesquet European Signal and Image Processing Conference (EUSIPCO'05), Sep 2005, France. 10pp Communication dans un congrès hal-00621822v1
Comparison of redundant wavelet schemes for multiple description P. Petrisor,C. Tillier,B. Pesquet-Popescu,Jean-Christophe Pesquet International Conference on Acoustics, Speech and Signal Processing (ICASSP'05), Mar 2005, Phildelphia, PA, France. pp.913-916 Communication dans un congrès hal-00621869v1
Source separation by quadratic contrast functions: a blind approach based on any higher-order statistics Marc Castella,Saloua Rhioui,Eric Moreau,Jean-Christophe Pesquet IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP'2005, Mar 2005, Philadelphia, USA, France. pp.569-572 Communication dans un congrès hal-00621677v1
An embedded coder for multispectral image compression based on vector lifting structures J. Hattay,A. Benazza-Benyahia,Jean-Christophe Pesquet IEEE International Conference on Electronics, Circuits and Systems (ICECS'05), Dec 2005, Gammarth, Tunisia, France. 10pp Communication dans un congrès hal-00621873v1
Seismic data analysis and filtering with dual-tree M-band wavelets Laurent Duval,Caroline Chaux,Jean-Christophe Pesquet,Karine Broto SIAM Conference on Mathematical and Computational Issues in the Geosciences (SIAM GS), Jun 2005, Avignon, France Communication dans un congrès hal-01278528v1
A forward-backward algorithm for image restoration with sparse representations Caroline Chaux,Patrick Louis Combettes,Jean-Christophe Pesquet,Valérie R. Wajs Signal Processing with Adaptative Sparse Structured Representations (SPARS'05), Nov 2005, Rennes, France, France. pp.49-52 Communication dans un congrès hal-00621893v1
A block-thresholding method for multispectral image denoising Caroline Chaux,Amel Benazza-Benyahia,Jean-Christophe Pesquet Proceedings SPIE (Society of Photo-Optical Instrumentation Engineers) Conference, Aug 2005, San Diego, CA, USA, France. pp.1H-1-1H-13 Communication dans un congrès hal-00621849v1
Etude du bruit dans une analyse $M$-bandes en arbre dual Caroline Chaux,Laurent Duval,Jean-Christophe Pesquet Groupe de recherche et d'études du traitement du signal et des images (GRETSI'05), Sep 2005, Louvain, Belgique, France. pp.229-232 Communication dans un congrès hal-00621890v1
Wavelet-based multiple description coding of images with iterative convex optimization techniques T. Petrisor,B. Pesquet-Popescu,Jean-Christophe Pesquet IEEE International Conference on Image Processing (ICIP'05), Sep 2005, Genova, Italy, France. pp.III.924-III.927 Communication dans un congrès hal-00621880v1
2D dual-tree M-band wavelet decomposition Caroline Chaux,Laurent Duval,Jean-Christophe Pesquet IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'05), Mar 2005, Phildelphia, PA, United States. pp.537-540 Communication dans un congrès hal-00621891v1
Adaptive lifting for multicomponent image coding through quadtree partitioning J. Hattay,Amel Benazza-Benyahia,Jean-Christophe Pesquet IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP'2005, Mar 2005, Phildelphia, PA, France. pp.213-216 Communication dans un congrès hal-00621719v1
A minimax approach for mean square denoising Jean-Christophe Pesquet,Y. Eldar 13th Workshop on Statistical Signal Processing (SSP'05), Jul 2005, France. 10pp Communication dans un congrès hal-00621872v1
Seismic data analysis with a dual-tree $M$-band wavelet transform Caroline Chaux,Laurent Duval,Jean-Christophe Pesquet 67th European Assoc. of Geophysicists and Engineers Conference (EAGE'05), Jun 2005, Madrid, Spain, France. 10pp Communication dans un congrès hal-00621900v1
Constraint construction in convex set theoretic signal recovert via Stein's principle Patrick Louis Combettes,Jean-Christophe Pesquet IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2004, 2004, Montréal, Canada, France. pp.945-948 Communication dans un congrès hal-00621696v1
An extended SURE approach for multicomponent image denoising Amel Benazza-Benyahia,Jean-Christophe Pesquet Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'04), May 2004, Montréal, Canada, France. pp.945-948 Communication dans un congrès hal-00621662v1
Constraint construction in convex set theoretic signal recovery via Stein's principle, Patrick Louis Combettes,Jean-Christophe Pesquet 2004, pp.813-816 Communication dans un congrès hal-00017941v1
Hilbert pairs of M-band orthonormal wavelet bases Caroline Chaux,Laurent Duval,Jean-Christophe Pesquet Proc. European Signal Processing Conference Conference (EUSIPCO'04), Sep 2004, Vienna, Austria, France. pp.1187-1190 Communication dans un congrès hal-00621901v1
Blind MIMO detection of convolutively mixed CPM sources Marc Castella,Pascal Bianchi,Antoine Chevreuil,Jean-Christophe Pesquet Proc. European Signal and Image Processing Conference, EUSIPCO 04, 2004, Vienna, Austria, France. 10pp Communication dans un congrès hal-00621673v1
An iterative blind source separation method for convolutive mixtures of images Marc Castella,Jean-Christophe Pesquet Proc. International Conference on Independent Component Analysis, ICA 04, Sep 2004, Granada, Spain, France. pp.922-929 Communication dans un congrès hal-00621871v1
An interscale multivariate MAP estimation of multispectral images Amel Benazza-Benyahia,Jean-Christophe Pesquet Proc. European Signal and Image Processing Conference (EUSIPCO'04), Sep 2004, Vienna, Austria, France. 10pp Communication dans un congrès hal-00621808v1
Adaptive lifting schemes using variable-size block segmentation J. Hattay,A. Benazza-Benyahia,Jean-Christophe Pesquet Advanced Concepts for Intelligent Vision Systems, ACIVS 2004, Aug 2004, Brussels, Belgium, France. 10pp Communication dans un congrès hal-00621720v1
Redundant multiresolution analysis for multiple description video coding T. Petrisor,C. Tillier,B. Pesquet-Popescu,Jean-Christophe Pesquet 6th Workshop on Multimedia Signal Processing (MMSP'04), 2004, Sienna, Italy, France. pp.95-98 Communication dans un congrès hal-00621852v1
Estimating first-order finite-difference information in image restoration problems Patrick Louis Combettes,Jean-Christophe Pesquet 2004, pp.321-324 Communication dans un congrès hal-00017849v1
Estimating first-order finite-difference information in image restoration problems Patrick Louis Combettes,Jean-Christophe Pesquet IEEE International Conference on Image Processing, ICIP 2004, Oct 2004, Singapore, France. pp.I.321-I.324 Communication dans un congrès hal-00621876v1
A quadratic MISO contrast function for blind equalization Marc Castella,Eric Moreau,Jean-Christophe Pesquet Proc. of the IEEE Int. Conf. on Acoustics, Speech, and Signal Processing ICASSP 2004, May 2004, Montréal, Canada, France. pp.681-684 Communication dans un congrès hal-00621674v1
Incorporating total variation information in image recovery Patrick Louis Combettes,Jean-Christophe Pesquet Proc. of the IEEE International Conference on Image Processing, Sep 2003, Barcelona, Spain, France. pp.373 -376 Communication dans un congrès hal-00621801v1
Image deconvolution with total variation bounds Patrick Louis Combettes,Jean-Christophe Pesquet Proc. of the Seventh International Symposium on Signal Processing and Its Applications, vol. 1, pp. 441-444, Paris, France, July 1-4, 2003, 2003, France. 10pp Communication dans un congrès hal-00621697v1
Adapted Vector-lifting schemes for compression of polarimetric and multifrequency SAR images Amel Benazza-Benyahia,Jean-Christophe Pesquet,M.H. Gharbia IEEE 2003 International Geoscience and Remote Sensing Symposium, IGARSS'2003, Toulouse, France, 20-25 July 2003, 3 p., 2003, France. 10pp Communication dans un congrès hal-00621748v1
Source separation of a class of non linear time series Marc Castella,Jean-Christophe Pesquet IEEE-Eurasip Workshop on Non Linear Signal and Image Processing (NSIP), Jun 2003, Grado, Italy, France. 10pp Communication dans un congrès hal-00621675v1
Wavelet estimation of cyclospectra Sami Touati,Jean-Christophe Pesquet Proc. International Conference on Acoustics, Speech and Signal Processing, Apr 2003, Hong Kong, France. pp.289-292 Communication dans un congrès hal-00621802v1
Séparation aveugle d'un mélange convolutif de sources non linéaires par une approche hiérarchique Marc Castella,Antoine Chevreuil,Jean-Christophe Pesquet Groupe de recherche et d'études du traitement du signal et des images (GRETSI'03), 2003, Paris, France, France. 10pp Communication dans un congrès hal-00621812v1
Block-based adaptive lifting schemes for multiband image compression Amel Benazza-Benyahia,Jean-Christophe Pesquet,H. Masmoudi Wavelet Applications in Industrial Processing, Symposium Photonics East 2003, SPIE Conference, Oct 2003, Providence, Rhode Island, France. pp.118-128 Communication dans un congrès hal-00621807v1
Wavelet-based multispectral image denoising with Bernouilli-Gaussian models Amel Benazza-Benyahia,Jean-Christophe Pesquet IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing, Jun 2003, Grado, Italy, France. 10pp Communication dans un congrès hal-00621799v1
Block-based adaptive lifting schemes for lossless and progressive image coding Amel Benazza-Benyahia,Jean-Christophe Pesquet,H. Masmoudi Third International workshop on Spectral Methods and Multirate Signal Processing, Sep 2003, Barcelona, Spain, France. pp.207-211 Communication dans un congrès hal-00621800v1
New contrasts for blind separation of non iid sources in the convolutive case Marc Castella,Jean-Christophe Pesquet,Athina P. Petropulu Proc. European Signal and Image Processing Conference, EUSIPCO 02, Vol.2, 2002, Toulouse, France, France. pp.107-110 Communication dans un congrès hal-00621676v1

Poster de conférence (3)

Performance of three parallel MRI reconstruction methods in the presence of coil sensitivity map errors Lotfi Chaâri,Philippe Ciuciu,Amel Benazza-Benyahia,Jean-Christophe Pesquet Poster session of International Society for Magnetic Resonance in Medicine Meeting (ISMRM'10), Apr 2010, France. pp.1, 2010 Poster de conférence hal-00621936v1
Extension des algorithmes imbriqués pour la résolution de problèmes d'optimisation convexe en imagerie Nelly Pustelnik,Caroline Chaux,Jean-Christophe Pesquet Poster session of 22ème Groupe de recherche et d'études du traitement du signal et des images (GRETSI'09), Sep 2009, France. 10pp., 2009 Poster de conférence hal-00621940v1
Wavelet based parallel MRI regularization using bivariate sparsity promoting priors Lotfi Chaâri,Amel Benazza-Benyahia,Jean-Christophe Pesquet,Philippe Ciuciu Poster session of IEEE International Conference on Image Processing (ICIP'09), 2009, France. 10pp., 2009 Poster de conférence hal-00621935v1

Brevet (3)

Method for performing parallel magnetic resonance imaging Lotfi Chaari,Sébastien Mériaux,Philippe Ciuciu,Jean-Christophe Pesquet France, Patent n° : PCT/IB2011/002330. 2012 Brevet hal-00843491v1
Procédé de traitement de réflexions multiples Caroline Chaux,Laurent Duval,Jean-Christophe Pesquet,Mai Quyen Pham France, N° de brevet: 12/02.299. 2012 Brevet hal-00841581v1
Spatio-temporal regularized reconstruction for parallel MRI acquisition systems Chaari Lotfi,Jean-Christophe Pesquet,Philippe Ciuciu,Sébastien Mériaux France, Patent n° : PCT/IB2011/002330. 2012 Brevet hal-00844111v1

Pré-publication, Document de travail (15)

Variable Bregman Majorization-Minimization algorithms for nonconvex nonsmooth optimization, with application to Poisson imaging Maxence Adly,Alix Chazottes,Émilie Chouzenoux,Jean-Christophe Pesquet,Florent Sureau 2026 Pré-publication, Document de travail hal-05589469v1
Unmixing Algorithm in Multiplex Coherent Anti-Stokes Raman Scattering with Application to Label-Free Protein Discrimination Ludovic Trautmann,Ugo Arles Bottega,Emilie Chouzenoux,Simon Frachet,Aurore Danigoet al. 2026 Pré-publication, Document de travail hal-05567731v1
AN ADAPTIVE FORWARD-BACKWARD-FORWARD SPLITTING ALGORITHM FOR SOLVING PSEUDO-MONOTONE INCLUSIONS Flavia Chorobura,Ion I Necoara,Jean-Christophe Pesquet 2024 Pré-publication, Document de travail hal-04571492v1
Aggregated f -average Neural Network for Interpretable Ensembling Mathieu Vu,Emilie Chouzenoux,Jean-Christophe Pesquet,Ismail Ben Ayed 2023 Pré-publication, Document de travail hal-04237149v2
Unrolled deep networks for sparse signal restoration Mouna Gharbi,Silvia Villa,Emilie Chouzenoux,Jean-Christophe Pesquet 2023 Pré-publication, Document de travail hal-03988686v2
Inversion of Integral Models: a Neural Network Approach Emilie Chouzenoux,Cecile Della Valle,Jean-Christophe Pesquet 2021 Pré-publication, Document de travail hal-03243257v1
A Variational Method for Flicker Removal in High Speed Video Sequences Ali Kanj,Hugues Talbot,Jean-Christophe Pesquet,Raoul Rodriguez Luparello 2018 Pré-publication, Document de travail hal-01729639v1
Joint restoration/segmentation of multicomponent images with variationalBayes and higher-order graphical models (HOGMep) Yuling Zheng,Aurélie Pirayre,Laurent Duval,Jean-Christophe Pesquet 2017 Pré-publication, Document de travail hal-01528856v1
An Auxiliary Variable Method for MCMC Algorithms in High Dimension Yosra Marnissi,Emilie Chouzenoux,Amel Benazza-Benyahia,Jean-Christophe Pesquet 2017 Pré-publication, Document de travail hal-01661234v1
A proximal approach for a class of matrix optimization problems Alessandro Benfenati,Emilie Chouzenoux,Jean-Christophe Pesquet 2017 Pré-publication, Document de travail hal-01673027v1
A Proximal Approach for Sparse Multiclass SVM Giovanni Chierchia,Nelly Pustelnik,Jean-Christophe Pesquet,Beatrice Pesquet-Popescu 2019 Pré-publication, Document de travail hal-02287007v1
Cramer-Rao Bound for a Sparse Complex Model Anisia Florescu,Emilie Chouzenoux,Jean-Christophe Pesquet,Silviu Ciochina 2014 Pré-publication, Document de travail hal-00988369v1
A Class of Randomized Primal-Dual Algorithms for Distributed Optimization Jean-Christophe Pesquet,Audrey Repetti 2014 Pré-publication, Document de travail hal-01077615v1
A Multi-Parameter Optimization Approach for Complex Continuous Sparse Modelling Emilie Chouzenoux,Jean-Christophe Pesquet,Anisia Florescu 2014 Pré-publication, Document de travail hal-00988367v1
A constrained optimization approach for complex sparse perturbed models Anisia Florescu,Emilie Chouzenoux,Jean-Christophe Pesquet,Silviu Ciochina 2013 Pré-publication, Document de travail hal-00783298v5

Rapport (9)

Deep Unfolding of the DBFB Algorithm with Application to ROI CT Imaging with Limited Angular Density Marion Savanier,Emilie Chouzenoux,Jean-Christophe Pesquet,Cyril Riddell Inria Saclay. 2022 Rapport hal-03881278v3
Efficient Bayes Inference in Neural Networks through Adaptive Importance Sampling Yunshi Huang,Emilie Chouzenoux,Víctor Elvira,Jean-Christophe Pesquet Inria Saclay - Île de France. 2022 Rapport (rapport de recherche) hal-03920115v1
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 Herentet al. [Research Report] Inria Saclay Ile de France. 2020 Rapport (rapport de recherche) hal-02586111v3
Convergence of Proximal Gradient Algorithm in the Presence of Adjoint Mismatch Emilie Chouzenoux,Jean-Christophe Pesquet,Cyril Riddell,Marion Savanier,Yves Trousset [Research Report] CentraleSupélec. 2020 Rapport (rapport de recherche) hal-02961431v1
A review on graph optimization and algorithmic frameworks Alessandro Benfenati,Emilie Chouzenoux,Laurent Duval,Jean-Christophe Pesquet,Aurélie Pirayre [Research Report] LIGM - Laboratoire d'Informatique Gaspard-Monge. 2018 Rapport (rapport de recherche) hal-01901499v1
A Variational Bayesian Approach for Restoring Data Corrupted with Non-Gaussian Noise Yosra Marnissi,Yuling Zheng,Emilie Chouzenoux,Jean-Christophe Pesquet [Research Report] Laboratoire Informatique Gaspard Monge. 2016 Rapport (rapport de recherche) hal-01418399v1
Epigraphical Projection for Solving Least Squares Anscombe Transformed Constrained Optimization Problems Harizanov Stanislav,Jean-Christophe Pesquet,Gabriele Steidl 2013 Rapport hal-00773246v2
Epigraphical Projection and Proximal Tools for Solving Constrained Convex Optimization Problems: Part I Giovanni Chierchia,Nelly Pustelnik,Jean-Christophe Pesquet,Béatrice Pesquet-Popescu 2012 Rapport hal-00744603v2
Parallel ProXimal Algorithm for Image Restoration Using Hybrid Regularization -- Extended version Nelly Pustelnik,Caroline Chaux,Jean-Christophe Pesquet 2011 Rapport hal-00574531v2