Jean-Christophe Pesquet
Publications
Publications
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Majoration-Minimization for Sparse SVMsAdvanced 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⟩ |
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Optimization Methods for Signal ProcessingC.Jutten, L.T. Duarte, S. Moussaoui. Source Separation in Physical-Chemical Sensing, Chapter 2, IEEE Press; JOHN WILEY & SONS, 2023, 9781119137276 |
Chapter 8 - Convolutive mixtures?. Handbook of Blind Source Separation, Independent Component Analysis and Applications, Elsevier, pp.281-324, 2011 |
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Proximal Splitting Methods in Signal ProcessingBauschke, 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⟩ |
Wavelets and image processingMaître H. Image processing, ISTE Wiley, London, UK, pp.181-204, 2011 |
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Chapitre 7 - Wavelet transform for the denoising of multivariate imagesCollet C., Chanussot J., Chehdi K. Multivariate Image Processing, ISTE Ltd and John Wiley & Sons Inc, pp.203-237, 2010 |
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Mélanges convolutifsComon Pierre, Jutten Christian. Séparation de sources : concepts de base et analyse en composantes indépendantes, vol. 1, Hermès Science, Paris, pp.231-282, 2007 |
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Le traitement des imagesMaître H. Ondelettes et traitement d'images, Hermès Science, Paris, pp.193-213, 2003 |
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Ondelettes et applications?. Techniques de l'Ingénieur, traité Télécoms, TE 5 215-1, 10pp., 2001 |
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Bayesian Inference in Wavelet Based ModelsMüller P., Vidakovic B. Best basis representations based on prior statistical models, 141, Springer Verlag, 10pp., 1999, Lecture notes in statistics |
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Image reconstruction in multiphoton imaging through multivariate Gaussian fittingUnconventional Optical Imaging, SPIE, pp.106, 2018, ⟨10.1117/12.2306376⟩ |
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A Proximal Approach for Stain Separation and Normalization of Whole-Slide Histopathological ImagesISBI 2026 - IEEE International Symposium on Biomedical Imaging, Apr 2026, London, United Kingdom |
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UNEM: UNrolled Generalized EM for Transductive Few-Shot LearningCVPR 2025 - Computer Vision and Pattern Recognition Conference, Jun 2025, Nashville (Tenessee), United States |
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Analyse comparative d'algorithmes de restauration en architecture dépliée pour des signaux chromatographiques parcimonieuxGRETSI’25, Groupe de Recherche et d'Etudes de Traitement du Signal et des Images, Aug 2025, Strasbourg, France |
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Numerical Implementation of Variational Morphological Operators on GraphsDGMM 2025 - 4th International Conference on Discrete Geometry and Mathematical Morphology, Nov 2025, Groningen, Netherlands |
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Deep Unrolled Architecture for Fast and Accurate Gaussian Independent Vector AnalysisSSP 2025 - IEEE Statistical Signal Processing Workshop, Jun 2025, Edimbourg (Ecosse), United Kingdom |
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Estimating the point-spread-function using 1 µm diameter microspheres for image restoration in biomedical multiphoton microscopySPIE Photonics Europe 2024, Apr 2024, Strasboug, France. pp.22, ⟨10.1117/12.3016624⟩ |
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Unrolled deep networks for sparse signal restoration in analytical chemistryMLSP 2024 - 34th IEEE International Workshop on Machine Learning for Signal Processing, IEEE, Sep 2024, Londres, United Kingdom. ⟨10.1109/MLSP58920.2024.10734838⟩ |
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Vers une nouvelle génération de schémas de lifting basés sur les réseaux de neurones et application à la compression d'imagesCOmpression et REprésentation des Signaux Audiovisuels, Institut National des Sciences Appliquées - Rennes [INSA Rennes], Nov 2024, Rennes, France |
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Unrolled projected gradient algorithm for stain separation in digital histopathological imagesICIP 2024 - IEEE International Conference on Image Processing, Oct 2024, Abu Dhabi, United Arab Emirates. ⟨10.1109/icip51287.2024.10648171⟩ |
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Transductive Zero-Shot and Few-Shot CLIPCVPR 2024 - IEEE Conference on Computer Vision and Pattern Recognition, Jun 2024, Seattle, Washington, United States |
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Are almost non-negative neural networks universal approximators?MLSP 2024 - IEEE International Workshop on Machine Learning for Signal Processing Search form Search, Sep 2024, London, United Kingdom. ⟨10.1109/MLSP58920.2024.10734768⟩ |
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Deep Equilibrium for Hyperparameter Estimation in Dynamic PET ReconstructionMIC 2024 - IEEE Medical Imaging Conference, Oct 2024, Tampa (Florida), United States. ⟨10.1109/NSS/MIC/RTSD57108.2024.10657967⟩ |
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Deep learning method for accessible eccentric photorefractionISBI 2024 - 21st IEEE International Symposium on Biomedical Imaging, May 2024, Athènes, Greece |
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Rapid and Noise-Resilient Mapping of Photogenerated Carrier Lifetime in Halide Perovskite Thin Films2024 MRS Fall Meeting, Dec 2024, Boston (MA), United States |
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A transductive few-shot learning approach for classification of digital histopathological slides from liver cancerISBI 2024 - 21st IEEE International Symposium on Biomedical Imaging, May 2024, Athènes, Greece. ⟨10.1109/ISBI56570.2024.10635817⟩ |
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Proximal Splitting Adversarial Attack for Semantic SegmentationCVPR 2023 - IEEE/CVF Conference on Computer Vision and Pattern Recognition, Jun 2023, Vancouver (CA), Canada. pp.20524-20533, ⟨10.1109/CVPR52729.2023.01966⟩ |
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Stability of Unfolded Forward-Backward to Perturbations in Observed DataEUSIPCO 2023 - 31st European Signal Processing Conference, Sep 2023, Helsinki, Finland |
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A proximal approach to IVA-G with convergence guaranteesICASSP 2023 - IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes (Grèce), Greece. ⟨10.1109/ICASSP49357.2023.10096421⟩ |
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Safe Design of Stable Neural Networks for Fault Detection in Small UAVsSAFECOMP 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⟩ |
Design of Robust Complex-Valued Feed-Forward Neural Networks2022 30th European Signal Processing Conference (EUSIPCO), Aug 2022, Belgrade, Serbia. pp.1596-1600, ⟨10.23919/EUSIPCO55093.2022.9909696⟩ |
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Can GANs recover faults in electrical motor sensors?ICLR 2022 - International Conference on Learning Representations (ICLR ), Apr 2022, Virtual, France |
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A decomposition method for directional Total Variation with application to needle reconstruction in interventional imagingCT 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⟩ |
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A Bregman Majorization-Minimization Framework for PET Image ReconstructionICIP 2022 - 29th IEEE International Conference on Image Processing, Oct 2022, Bordeaux, France |
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A CNC approach for Directional Total VariationEUSIPCO 2022 - 30th European Signal Processing Conference, Aug 2022, Belgrade, Serbia |
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A Non-Convex Proximal Approach for Centroid-Based Classification2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022), May 2022, Singapore, Singapore. pp.5702-5706, ⟨10.1109/ICASSP43922.2022.9747071⟩ |
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Towards Practical Few-Shot Query Sets: Transductive Minimum Description Length Inference2022 Conference on Neural Information Processing Systems, Nov 2022, New Orleans, United States |
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Sparsifying Networks via Subdifferential InclusionICML 2021 - Thirty-eighth International Conference on Machine Learning, Jul 2021, Virtual, France |
A Convex Formulation for the Robust Estimation of Multivariate Exponential Power Models2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022), May 2022, Singapore, France. pp.5772-5776, ⟨10.1109/ICASSP43922.2022.9747354⟩ |
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Proximal Gradient Algorithm in the Presence of Adjoint MismatchEUSIPCO 2020 - 28th European Signal Processing Conference, Jan 2021, Amsterdam (virtual), Netherlands |
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GPU-based Implementations of MM Algorithms. Application to Spectroscopy Signal RestorationEUSIPCO 2021 - 29th European Signal Processing Conference, Aug 2021, Dublin / Virtual, Ireland |
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A Neural Network Approach For Joint Optimization Of Predictors In Lifting-Based Image Coders2021 IEEE International Conference on Image Processing (ICIP), Sep 2021, Anchorage / Virtual, United States. pp.3747-3751, ⟨10.1109/ICIP42928.2021.9506737⟩ |
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A Penalized Subspace Strategy for Solving Large-Scale Constrained Optimization ProblemsEUSIPCO 2021 - 29th European Signal Processing Conference, Aug 2021, Dublin / Virtual, Ireland |
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A Deep Learning Approach for Improved Segmentation of Lesions Related to Covid-19 Chest CT ScansISBI 2021 - IEEE International Symposium on Biomedical Imaging, Apr 2021, Nice / Virtual, France |
Signal Denoising Using a New Class of Robust Neural NetworksEUSIPCO 2020 - 28th European Signal Processing Conference, Jan 2021, Amsterdam, Netherlands. pp.1492-1496, ⟨10.23919/Eusipco47968.2020.9287630⟩ |
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A Quantitative Analysis Of The Robustness Of Neural Networks For Tabular DataICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto, Canada. pp.8057-8061, ⟨10.1109/ICASSP39728.2021.9413858⟩ |
A Small-Scale Network for Seismic Patterns Classification28th European Signal Processing Conference (EUSIPCO 2020), Jan 2021, Amsterdam, Netherlands. ⟨10.23919/Eusipco47968.2020.9287853⟩ |
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Deep transform and metric learning networksICASSP 2021 - IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2021, Toronto Virtual, Canada |
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An Adversarial Attacker for Neural Networks in Regression ProblemsIJCAI Workshop on Artificial Intelligence Safety (AI Safety), Aug 2021, Montreal/Virtual, Canada |
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Enhanced convergent PnP agorithms for image restoration2021 IEEE International Conference on Image Processing (ICIP), Sep 2021, Anchorage, United States. pp.1684-1688 |
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Robust reconstruction with nonconvex subset constraintsMLSP 2020 - IEEE 30th international workshop on Machine Learning for Signal Processing, Sep 2020, Espoo (online), Finland. pp.1-6, ⟨10.1109/MLSP49062.2020.9231524⟩ |
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Globally optimizing owing to tensor decompositionEUSIPCO 2020 - 28th European Signal Processing Conference, Jan 2020, Amsterdam, Netherlands. pp.990-994, ⟨10.23919/Eusipco47968.2020.9287511⟩ |
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Building firmly nonexpansive convolutional neural networksICASSP 2020 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2020, Barcelona, Spain. pp.8658-8662 |
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Optimized Lifting Scheme Based on a Dynamical Fully Connected Network for Image CodingICIP 2020 - The 27th IEEE International Conference on Image Processing, Oct 2020, Virtual, United Arab Emirates. ⟨10.1109/ICIP40778.2020.9191292⟩ |
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Neural networks based speed-torque estimators for induction motors and performance metricsIECON 2020 - 46th Annual Conference of the IEEE Industrial Electronics Society, Oct 2020, Singapore, Singapore. pp.495-500, ⟨10.1109/IECON43393.2020.9255236⟩ |
Accuracy-Robustness Trade-Off for Positively Weighted Neural NetworksICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing, May 2020, Barcelona, France. pp.8389-8393, ⟨10.1109/ICASSP40776.2020.9053803⟩ |
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Modeling electrical motor dynamics using encoder-decoder with recurrent skip connectionAAAI 2020 - 34th AAAI conference on artificial intelligence, Feb 2020, New York, United States. pp.1387-1394 |
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Detecting the Rank of a Symmetric TensorEUSIPCO 2019 - 27th European Signal Processing Conference, Sep 2019, Coruña, Spain. pp.1-5 |
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Multi-parametric 3D-point-spread function estimation in deep multiphoton microscopy with an original computational strategy dedicated to the reconstruction of muscle imagesSPIE Photonics Europe 2020, Apr 2020, Online Only, United States. ⟨10.1117/12.2554742⟩ |
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A New Spatially Adaptive TV Regularization for Digital Breast TomosynthesisISBI 2020 - International Symposium on Biomedical Imaging, Apr 2020, Iowa City, United States |
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A Matched CBCT Projector-Backprojector Based on the Convolution of B-splinesCT Meeting 2020 - 6th International Conference on Image Formation in X-Ray Computed Tomography, Aug 2020, Regensburg (virtual), Germany |
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A moment-based approach for guaranteed tensor decompositionICASSP 2020 - 45th International Conference on Acoustics, Speech and Signal Processing, May 2020, Barcelona, Spain. pp.3927-3931, ⟨10.1109/icassp40776.2020.9054186⟩ |
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A hybrid interior point - deep learning approach for Poisson image deblurringMLSP 2020 - IEEE International Workshop on Machine Learning for Signal Processing, Sep 2020, Espoo, Finland. 6p |
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Online MR image reconstruction for compressed sensing acquisition in T2* imagingSPIE Conference - Wavelets and Sparsity XVIII, Aug 2019, San Diego, United States |
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Sparse signal reconstruction with a sign oracleSPARS 2019 - Signal Processing with Adaptive Sparse Structured Representations - Workshop, Jul 2019, Toulouse, France |
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Learned Image Deblurring by Unfolding a Proximal Interior Point AlgorithmICIP 2019 - 26th IEEE International Conference on Image Processing, IEEE, Sep 2019, Taipei, Taiwan. ⟨10.1109/ICIP.2019.8803438⟩ |
Online compressed sensing MR image reconstruction for high resolution T2* imagingISMRM 2019 - 27th Annual Meeting and Exhibition, May 2019, Montréal, Canada |
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PLUMEE 2019 : Reconstruction numérique d'image en microscopie multiphotoniquePLUMEE 2019 - 6ème Colloque francophone PLUridisciplinaire sur les Matériaux, l’Environnement et l’Electronique, Apr 2019, Limoges, France |
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How to globally solve non-convex optimization problems involving an approximate ℓ 0 penalizationICASSP 2019 : IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. pp.5601-5605, ⟨10.1109/ICASSP.2019.8683692⟩ |
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A Data Augmentation Approach for Sampling Gaussian Models in High DimensionEUSIPCO 2019 - 27th European Signal Processing Conference, Sep 2019, La Corogne, Spain. ⟨10.23919/eusipco.2019.8902496⟩ |
OSCAR-based reconstruction for compressed sensing and parallel MR imagingISMRM 2019 - 27th Annual Meeting and Exhibition, May 2019, Montréal, Canada |
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MM Adapted MH MethodsBASP 2019 - International Biomedical and Astronomical Signal Processing Frontiers workshop, Feb 2019, Villars sur Ollon, Switzerland |
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A New Approach for Microcalcification Enhancement in Digital Breast Tomosynthesis ReconstructionISBI 2019 - IEEE International Symposium on Biomedical Imaging, Apr 2019, Venise, Italy. ⟨10.1109/ISBI.2019.8759534⟩ |
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Forme lissée de rapports de normes lp/lq (SPOQ) pour la reconstruction des signaux avec pénalisation parcimonieuse.GRETSI 2019 - 27ème Colloque francophonede traitement du signal et des images, Aug 2019, Lille, France |
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A Novel Smoothed Norm Ratio for Sparse Signal Restoration Application to Mass Spectrometry.SPARS 2019 - Signal Processing with Adaptive Sparse Structured Representations, Jul 2019, Toulouse, France |
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Calibrationless oscar-based image reconstruction in compressed sensing parallel MRIISBI 2019 - IEEE International Symposium on Biomedical Imaging, Apr 2019, Venise, Italy. ⟨10.1109/isbi.2019.8759393⟩ |
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A Nonconvex Variational Approach for Robust Graphical LassoIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2018), Apr 2018, Calgary, Canada |
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Linear convergence of stochastic block-coordinate fixed point algorithmsEuropean Signal and Image Processing Conference (EUSIPCO 2018), Sep 2018, Rome, Italy. ⟨10.23919/EUSIPCO.2018.8552941⟩ |
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HOGMep: Variational Bayes and higher-order graphical models applied to joint image recovery and segmentation2017 IEEE International Conference on Image Processing (ICIP), Sep 2017, Beijing, China. ⟨10.1109/ICIP.2017.8296988⟩ |
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A Multicore Convex Optimization Algorithm with Applications to Video RestorationIEEE International Conference on Image Processing, Oct 2018, Athens, Greece |
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Block-coordinate proximal algorithms for scale-free texture segmentationICASSP 2018 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, Canada. pp.1-5, ⟨10.1109/icassp.2018.8461991⟩ |
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PIPA: A New Proximal Interior Point Algorithm for Large Scale Convex OptimizationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2018), Apr 2018, Calgary, Canada. pp.1343-1347, ⟨10.1109/ICASSP.2018.8462173⟩ |
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Optimal Multivariate Gaussian Fitting for PSF Modeling in Two-Photon Microscopy15 th IEEE International Symposium on Biomedical Imaging (ISBI 2018), Apr 2018, Washington DC, United States. ⟨10.1109/ISBI.2018.8363621⟩ |
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Geometry-Texture Decomposition/Reconstruction Using a Proximal Interior Point Algorithm10th IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM 2018), Jul 2018, Sheffield, United Kingdom |
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Signal reconstruction from sub-sampled and nonlinearly distorted observationsEUSIPCO 2018: 26th European Signal Processing Conference, Sep 2018, Roma, Italy. pp.1970-1974, ⟨10.23919/EUSIPCO.2018.8553174⟩ |
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A Two-Stage Subspace Trust Region Approach for Deep Neural Network Training25th European Signal Processing Conference (EUSIPCO 2017), Aug 2017, Kos Island, Greece. pp.291-295, ⟨10.23919/EUSIPCO.2017.8081215⟩ |
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Approche de Douglas-Rachford aléatoire par blocs appliquée à la régression logistique parcimonieuseGRETSI 2017, Sep 2017, Juan les Pins, France. pp.1-4 |
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A global optimization approach for rational sparsity promoting criteriaEUSIPCO 2017 - 25th European Signal Processing Conference, Aug 2017, Kos Island, Greece. pp.156 - 160, ⟨10.23919/EUSIPCO.2017.8081188⟩ |
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A Block Parallel Majorize-Minimize Memory Gradient AlgorithmBASP 2017 - International Biomedical and Astronomical Signal Processing Frontiers workshop, Jan 2017, Villars-sur-Oulon, Switzerland. pp.1, ⟨10.1109/ICIP.2016.7532949⟩ |
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A Proximal Approach for Solving Matrix Optimization Problems Involving a Bregman DivergenceBASP 2017 - International Biomedical and Astronomical Signal Processing Frontiers workshop, Jan 2017, villars-sur-oulon, Switzerland |
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A Fast Algorithm Based on a Sylvester-like Equation for LS Regression with GMRF PriorCAMSAP 2017- IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Dec 2017, Curaçao, Netherlands Antilles |
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Recovery of nonlinearly degraded sparse signals through rational optimizationSPARS 2017 - 6th Signal Processing with Adaptive Sparse Structured Representations workshop, Jun 2017, Lisbonne, Portugal. pp.1-2 |
An Auxiliary Variable Method for Langevin based MCMC algorithmsIEEE Workshop on Statistical Signal Processing (SSP 2016), Jun 2016, Palma de Mallorque, Spain. pp.297--301, ⟨10.1109/SSP.2016.7551764⟩ |
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Random primal-dual proximal iterations for sparse multiclass SVMIEEE International Workshop on Machine Learning for Signal Processing, Sep 2016, Vietri sul Mare, Italy. ⟨10.1109/MLSP.2016.7738833⟩ |
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Fast variational Bayesian signal recovery in the presence of Poisson-Gaussian noiseIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Mar 2016, Shanghai, China. p. 3964-3968, ⟨10.1109/icassp.2016.7472421⟩ |
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A block parallel majorize-minimize memory gradient algorithmIEEE International Conference on Image Processing (ICIP 2016), Sep 2016, Phoenix, AZ, United States. pp.3194 - 3198, ⟨10.1109/ICIP.2016.7532949⟩ |
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Stochastic forward-backward and primal-dual approximation algorithms with application to online image restorationEuropean Signal and Image Processing Conference (EUSIPCO 2016), Aug 2016, Budapest, Hungary. pp.1813 - 1817, ⟨10.1109/EUSIPCO.2016.7760561⟩ |
A parallel block-coordinate approach for primal-dual splitting with arbitrary random block selectionEuropean Signal Processing Conference, Sep 2015, Nice, France. p. 235-239 |
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A Distributed Strategy for Computing Proximity OperatorsAsilomar Conference on Signals, Systems, and Computers, Nov 2015, Asilomar, United States. p. 396-400, ⟨10.1109/ACSSC.2015.7421156⟩ |
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An Epigraphic Splitting Technique for Sparse Multiclass SVMSignal Processing with Adaptive Sparse Structured Representations (SPARS), Jul 2015, Cambridge, United Kingdom |
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An Alternating Direction Method of Multipliers for Constrained Joint Diagonalization by Congruence (Invited Paper)2015 IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Dec 2015, Cancun, Mexico. pp.197-200, ⟨10.1109/CAMSAP.2015.7383770⟩ |
A Random Block-Coordinate Primal-Dual Proximal Algorithm with Application to 3D Mesh DenoisingIEEE International Conference on Acoustics, Speech, and Signal Processing, Apr 2015, Brisbane, Australia. p. 3561-3565 |
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Sparse adaptive template matching and filtering for 2D seismic images with dual-tree wavelets and proximal methodsICIP - International Conference on Image Processing 2015, Sep 2015, Québec City, Canada. pp.2339-2343, ⟨10.1109/ICIP.2015.7351220⟩ |
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Un petit tutoriel sur les méthodes primales-duales proximales pour l'optimisation convexeGRETSI, Sep 2015, Lyon, France |
Proximal Primal-Dual Optimization MethodsInternational Biomedical and Astronomical Signal Processing Frontiers workshop, Jan 2015, Villars-sur-Oulon, Switzerland. page 25 |
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When Convex Analysis Meets Mathematical Morphology on GraphsMathematical 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⟩ |
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Optimization of a Geman-McClure like criterion for sparse signal deconvolutionCAMSAP 2015 : 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Dec 2015, Cancun, Mexico. pp.317-320, ⟨10.1109/CAMSAP.2015.7383798⟩ |
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Iterative Poisson-Gaussian Noise Parametric Estimation for Blind Image DenoisingIEEE International Conference on Image Processing, Oct 2014, Paris, France. pp.1-5 |
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A constrained-based optimization approach for seismic data recovery problemsICASSP 2014 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2014, Firenze, Italy. pp.2377-2381, ⟨10.1109/ICASSP.2014.6854025⟩ |
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Epigraphical proximal projection for sparse multiclass SVMIEEE International Conference on Acoustics, Speech and Signal Processing, May 2014, Florence, Italy. ⟨10.1109/ICASSP.2014.6855222⟩ |
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A multi-parameter optimization approach for complex continuous sparse modelling19th International Conference on Digital Signal Processing (DSP 2014), Aug 2014, Hong-Kong, China. pp.817 - 820, ⟨10.1109/ICDSP.2014.6900780⟩ |
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A Forward-Backward View of Some Primal-Dual Optimization Methods in Image RecoveryICIP 2014 - 21st IEEE International Conference on Image Processing, Oct 2014, Paris, France. ⟨10.1109/ICIP.2014.7025841⟩ |
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A preconditioned Forward-Backward approach with application to large-scale nonconvex spectral unmixing problems39th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014)., May 2014, Florence, Italy. pp.1498 - 1502, ⟨10.1109/ICASSP.2014.6853847⟩ |
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A stochastic 3MG algorithm with application to 2d filter identification22th European Signal Processing Conference (EUSIPCO 2014), Sep 2014, Lisbon, Portugal |
Accurate rate-distortion approximation for sparse Bernoulli-Generalized Gaussian modelsIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014), May 2014, Florence, Italy. ⟨10.1109/icassp.2014.6853953⟩ |
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Majorize-Minimize adapted Metropolis-Hastings algorithm. Application to multichannel image recovery22th European Signal Processing Conference (EUSIPCO 2014), Sep 2014, Lisbon, Portugal |
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A nonconvex regularized approach for phase retrieval21st IEEE International Conference on Image Processing (ICIP 2014), Oct 2014, Paris, France |
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A hybrid alternating proximal method for blind video restoration22th European Signal Processing Conference (EUSIPCO 2014), Sep 2014, Lisbon, Portugal |
Seismic multiple removal with a Primal-Dual proximal algorithmICASSP, May 2013, Vancouver, Canada. 5 pp |
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Reconstruction d'image en présence de bruit gaussien dépendant par un algorithme Explicite-Implicite à métrique variableXXIVième colloque GRETSI sur le Traitement du Signal et des Images, Sep 2013, Brest, France. pp.xx-xx |
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Estimation d'un signal complexe à partir d'un modèle parcimonieux perturbéXXIVième colloque GRETSI sur le Traitement du Signal et des Images, Sep 2013, Brest, France. pp.xx-xx |
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A proximal approach for signal recovery based on information measuresEUSIPCO 2013, Sep 2013, Marrakech, Morocco. pp.xx-xx |
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Filtrage de multiples sismiques par ondelettes et optimisation convexeColloque Gretsi 2013, Sep 2013, Brest, France. pp.xx-xx |
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A proximal approach for optimization problems involving Kullback divergencesInternational Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2013, Vancouver, Canada. pp.xx-xx |
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An epigraphical convex optimization approach for multicomponent image restoration using non-local structure tensorAcoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on, May 2013, Canada |
Generalized multivariate exponential power prior for wavelet-based multichannel image restoration20th IEEE International Conference on Image Processing (ICIP 2013), Sep 2013, Melbourne, Australia. pp.2402-2406 |
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A complex-valued majorize-minimize memory gradient method with application to parallel MRI21st European Signal Processing Conference (EUSIPCO 2013), Sep 2013, Marrakech, Morocco. pp.14283743.1-14283743.5 |
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Adaptive lifting scheme with a global L-1 minimization technique for stereo image codingIEEE International Conference on Image Processing, ICIP, Oct 2012, Orlando, United States |
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A proximal approach for constrained cosparse modellingAcoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on, Mar 2012, Kyoto, Japan. pp.3433 - 3436, ⟨10.1109/ICASSP.2012.6288654⟩ |
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Poisson-Gaussian noise parameter estimation in fluorescence microscopy imagingInternational Symposium on Biomedical Imaging (ISBI), May 2012, Barcelona, Spain |
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A primal-dual proximal splitting approach for restoring data corrupted with Poisson-Gaussian noiseIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2012), Mar 2012, Kyoto, Japan. pp.1085 - 1088, ⟨10.1109/ICASSP.2012.6288075⟩ |
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A convex programming bit allocation method for sparse sourcesProceedings of the IEEE International Picture Coding Symposium (PCS), May 2012, Poland. pp.853-856 |
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A penalized weighted least squares approach for restoring data corrupted with signal-dependent noise20th European Signal Processing Conference (EUSIPCO 2012), Aug 2012, Bucarest, Romania. pp.1553-1557 |
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Adaptive lifting schemes with a global L1 minimization technique for image codingIEEE International Conference on Image Processing, Oct 2012, United States. pp.2461-2464 |
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ℓ1-Adapted Non Separable Vector Lifting Schemes For Stereo Image CodingProceedings of the 20th European Signal Processing Conference (EUSIPCO 2012), Aug 2012, Romania |
A convex variational approach for multiple removal in seismic dataEUSIPCO, Aug 2012, Bucarest, Romania. 5 pp |
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Bancs de filtres et méthodes proximales pour la restauration d'imagesGRETSI 2011, Sep 2011, Bordeaux, France. pp.ID350 |
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Schémas de lifting adaptatifs via des critères parcimonieuxGroupe d'Etudes du Traitement du Signal et des Images (GRETSI), Sep 2011, Bordeaux, France |
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An EM approach for Poisson-Gaussian noise modelingEUSIPCO 2011, Aug 2011, Barcelona, Spain. pp.2244-2248 |
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A memory gradient algorithm for l2-l0 regularization with applications to image restoration18th IEEE International Conference on Image Processing (ICIP 2011), Sep 2011, Bruxelles, Belgium. pp.2717-2720, ⟨10.1109/ICIP.2011.6116230⟩ |
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Image reconstruction from multiple sensors using Stein's principle. Application to parallel MRIISBI 2011, Mar 2011, United States |
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Disparity map estimation under convex constraints using proximal algorithmsSIPS 2011, Oct 2011, Beirut, Lebanon. pp.293--298 |
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Dual constrained TV-based regularizationAcoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on, May 2011, Prague, Czech Republic. pp.945 - 948, ⟨10.1109/ICASSP.2011.5946561⟩ |
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Proximal splitting methods for depth estimationProceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2011, Prague, Czech Republic. pp.853-856 |
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Méthodes proximales pour l'estimation du champ de disparité à partir d'une paire d'images stéréoscopiques en présence de variations d'illuminationGRETSI 2011, Sep 2011, Bordeaux, France. pp.ID454 |
A hierarchical Bayesian model for frame representationIEEE International Conference Acoustics, Speech, and Signal (ICASSP), Mar 2010, Dallas, USA, France. pp.4086-4089 |
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Alternating proximal algorithm for blind image recoveryIEEE International Conference on Image Processing (ICIP 2010), Sep 2010, Honk Kong, China. pp.1673-1676 |
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Image quantization under spatial smoothness constraints17th IEEE International Conference on Image Processing, Sep 2010, Hong Kong SAR China. pp.4297-4300, ⟨10.1109/ICIP.2010.5651796⟩ |
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Two-dimensional non separable adaptive lifting scheme for still and stereo image codingIEEE International Conference on Acoustics Speech and Signal Processing (ICASSP), Mar 2010, United States. pp.1298-1301 |
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Parallel Algorithm and Hybrid Regularization for Dynamic PET ReconstructionIEEE Medical Imaging Conference, Oct 2010, Knoxville, Tennessee, United States. pp.2423--2427 |
Proximal methods for image restoration using a class of non-tight frame representationsEUSIPCO 2010, Aug 2010, Aalborg, Denmark. pp.611-615 |
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Proximal method for geometry and texture image decompositionIEEE International Conference on Image Processing (ICIP), Sep 2010, Hong-Kong, Hong Kong SAR China. pp.x+4 |
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Adapted Convex Optimization Algorithm for Wavelet-Based Dynamic PET ReconstructionFully3D, Sep 2009, Beijing, China. 10pp |
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Hybrid regularization for data restoration in the presence of Poisson noise17th European Signal Processing Conference (EUSIPCO'09), Aug 2009, France. 10pp |
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Minimization of a sparsity promoting criterion for the recovery of complex-valued signalsSPARS'09 - Signal Processing with Adaptive Sparse Structured Representations, Inria Rennes - Bretagne Atlantique, Apr 2009, Saint Malo, France |
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Dense disparity map representations for stereo image codingIEEE International Conference on Image Processing, Nov 2009, Egypt. pp.725-728 |
Une méthode d'allocation de débit basse-résolution pour des données parcimonieusesGRETSI, 2009, France. http://hdl.handle.net/2042/28969 |
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Solving inverse problems with overcomplete transforms and convex optimization techniquesSPIE, Aug 2009, San Diego, California, United States |
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Dense disparity map representations for stereo image codingIEEE International Conference on Image Processing (ICIP'09), 2009, Le Caire, Egypt. pp.725-728, ⟨10.1109/ICIP.2009.5414305⟩ |
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A wavelet-based quadratic extension method for image deconvolution in the presence of Poisson noise34th International Conference on Acoustics, Speech, and Signal Processing (ICASSP'09), Apr 2009, France. 10pp |
Two denoising Sure-let methods for complex oversampled subband decompositionsProc. European Signal Processing Conference Conference (EUSIPCO'08), 2008, France. 10pp |
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Wavelet-constrained stereo matching under photometric variationsSPIE Optical and Digital Image Processing, Apr 2008, Strasbourg, France, France. 10pp |
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A convex programming approach for color stereo matchingMMSP 2008, Oct 2008, Cairns, Australia. ⟨10.1109/MMSP.2008.4665098⟩ |
Autocalibrated regularized parallel MRI reconstruction in the waveletIEEE International Symposium on Biomedical Imaging (ISBI'08), May 2008, Paris, France, France. pp.756-759 |
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Image Denoising in the Wavelet Transform Domain Based on Stein's Principle1st Workshops on Image Processing Theory, Tools and Applications (IPTA'08), Nov 2008, Sousse, Tunisia, France. 9pp |
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A SURE approach for image deconvolution in an orthonormal wavelet basisInternational Symposium on Communications, Control and Signal Processing (ISCCSP'08), Mar 2008, St Julians, Malta, France. pp.1536-1541 |
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Rate-distortion results for Generalized Gaussian distributionsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'08), 2008, Las Vegas, United States. pp.3753-3756, ⟨10.1109/ICASSP.2008.4518469⟩ |
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A constrained forward-backward algorithm for image recovery problems16th European Signal Processing Conference (EUSIPCO'08), Aug 2008, Lausanne, Switzerland, France. 10pp |
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Une nouvelle approche du codage par descriptions multiples, utilisant des représentations linéaires creusesGRETSI, 2007, Troyes, France |
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Oversampled inverse complex lapped transform optimizationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'07), Apr 2007, Honolulu, Hawaii, France. 10pp |
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Robust Obstacle Detection based on Dense Disparity MapsEleventh International Conference on Computer Aided Systems Theory - EUROCAST 2007, Feb 2007, Las Palmas de Gran Canaria, Canary Islands / Espagne |
Short-term spectral Analysis and synthesis improvements with oversampled inverse filter banksWavelet applications in signal and image processing (SPIE'07), Aug 2007, France. 10pp |
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Opérateurs proximaux pour la restauration bayésienne de signauxGroupe de recherche et d'études du traitement du signal et des images (GRETSI'07), Sep 2007, Troyes, France, France. pp.1277-1280 |
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A compressed sensing approach to frame-based multiple description codingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'07), Apr 2007, Honolulu, Hawaii, France. pp.709-712 |
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Une nouvelle approche du codage par descriptions multiples21ème Groupe de recherche et d'études du traitement du signal et des images (GRETSI'07), Sep 2007, Troyes, France, France. pp.1277-1280 |
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Lifting schemes for joint coding of stereoscopic pairs of satellite imagesEuropean Signal and Image Processing Conference (EUSIPCO'07), Sep 2007, France. 10pp |
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2D dual-tree complex biorthogonal M-band wavelet transformIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'07), Apr 2007, Honolulu, Hawaii, USA, United States. pp.845-848 |
Construction de bancs de filtres faiblement redondants21ème Groupe de recherche et d'études du traitement du signal et des images (GRETSI'07), Sep 2007, Troyes, France, France. pp.965-968 |
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$M$-band filter banks and dual-tree wavelets for engine combustion and geophysical image analysisWavelet Applications in Industrial Processing IV, on SPIE Symposium Optics East, 2006, Boston, MA, USA, France. 10pp |
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Wavelet Constrained Regularization For Disparity Map EstimationEuropean Signal Processing Conference, Sep 2006, Florence - Italy |
Use of Stein's principle for multichannel image denoisingIEEE-EURASIP International Symposium on Control, Communications, and Signal Processing (ISCCSP'06), Mar 2006, France. 10pp |
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A decomposition method for nonsmooth convex variational signal recoveryIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'06), May 2006, Toulouse, France, France. pp.889-992 |
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Dense disparity estimation from stereo imagesInternational symposium on Image/Video Communications (ISIVC'06), Sep 2006, Hammamet, Tunisia, France. 10pp |
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A new estimator for image denoising using a 2D dual-tree M-band wavelet decompositionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'06), May 2006, United States. pp.249-252 |
Multichannel image deconvolution in the wavelet transform domainEuropean Signal and Image Processing Conference (EUSIPCO'06), Sep 2006, Firenze, Italy, France. 10pp |
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Dense Disparity Estimation From Stereo Images3rd International Symposium on Image/Video Communications, Sep 2006, Hammamet, Tunisia |
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Iterative image deconvolution using overcomplete representationsEuropean Signal Processing Conference (EUSIPCO'06), Sep 2006, Florence, Italy. 10pp |
Low redundancy oversampled lapped transforms and application to 3D seismic data filteringIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'06), May 2006, Toulouse, France, France. pp.821-824 |
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Disparity Map Estimation Using A Total Variation BoundThird Canadian Conference on Computer and Robot Vision, Jun 2006, Quebec |
Disparity map estimation using a total variation bound3rd Canadian Conference on Computer and Robot Vision, Jun 2006, Québec, Canada, France. pp.48-55 |
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An interscale multivariate statistical model for MAP multicomponent image denoising in the wavelet transform domainIEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP'2005, Mar 2005, Phildelphia, PA, France. pp.45-48 |
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A forward-backward algorithm for image restoration with sparse representationsSignal Processing with Adaptative Sparse Structured Representations (SPARS'05), Nov 2005, Rennes, France, France. pp.49-52 |
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An embedded coder for multispectral image compression based on vector lifting structuresIEEE International Conference on Electronics, Circuits and Systems (ICECS'05), Dec 2005, Gammarth, Tunisia, France. 10pp |
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Seismic data analysis and filtering with dual-tree M-band waveletsSIAM Conference on Mathematical and Computational Issues in the Geosciences (SIAM GS), Jun 2005, Avignon, France |
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Comparison of redundant wavelet schemes for multiple descriptionInternational Conference on Acoustics, Speech and Signal Processing (ICASSP'05), Mar 2005, Phildelphia, PA, France. pp.913-916 |
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A non separable 2D complex modulated lapped transform and its applications to seismic data filteringEuropean Signal and Image Processing Conference (EUSIPCO'05), Sep 2005, France. 10pp |
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Source separation by quadratic contrast functions: a blind approach based on any higher-order statisticsIEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP'2005, Mar 2005, Philadelphia, USA, France. pp.569-572 |
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A block-thresholding method for multispectral image denoisingProceedings SPIE (Society of Photo-Optical Instrumentation Engineers) Conference, Aug 2005, San Diego, CA, USA, France. pp.1H-1-1H-13 |
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Etude du bruit dans une analyse $M$-bandes en arbre dualGroupe de recherche et d'études du traitement du signal et des images (GRETSI'05), Sep 2005, Louvain, Belgique, France. pp.229-232 |
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Wavelet-based multiple description coding of images with iterative convex optimization techniquesIEEE International Conference on Image Processing (ICIP'05), Sep 2005, Genova, Italy, France. pp.III.924-III.927 |
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2D dual-tree M-band wavelet decompositionIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'05), Mar 2005, Phildelphia, PA, United States. pp.537-540 |
Adaptive lifting for multicomponent image coding through quadtree partitioningIEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP'2005, Mar 2005, Phildelphia, PA, France. pp.213-216 |
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Seismic data analysis with a dual-tree $M$-band wavelet transform67th European Assoc. of Geophysicists and Engineers Conference (EAGE'05), Jun 2005, Madrid, Spain, France. 10pp |
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A minimax approach for mean square denoising13th Workshop on Statistical Signal Processing (SSP'05), Jul 2005, France. 10pp |
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Constraint construction in convex set theoretic signal recovert via Stein's principleIEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2004, 2004, Montréal, Canada, France. pp.945-948 |
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An interscale multivariate MAP estimation of multispectral imagesProc. European Signal and Image Processing Conference (EUSIPCO'04), Sep 2004, Vienna, Austria, France. 10pp |
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An iterative blind source separation method for convolutive mixtures of imagesProc. International Conference on Independent Component Analysis, ICA 04, Sep 2004, Granada, Spain, France. pp.922-929 |
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Blind MIMO detection of convolutively mixed CPM sourcesProc. European Signal and Image Processing Conference, EUSIPCO 04, 2004, Vienna, Austria, France. 10pp |
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Hilbert pairs of M-band orthonormal wavelet basesProc. European Signal Processing Conference Conference (EUSIPCO'04), Sep 2004, Vienna, Austria, France. pp.1187-1190 |
Constraint construction in convex set theoretic signal recovery via Stein's principle,2004, pp.813-816 |
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An extended SURE approach for multicomponent image denoisingProc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'04), May 2004, Montréal, Canada, France. pp.945-948 |
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Redundant multiresolution analysis for multiple description video coding6th Workshop on Multimedia Signal Processing (MMSP'04), 2004, Sienna, Italy, France. pp.95-98 |
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Adaptive lifting schemes using variable-size block segmentationAdvanced Concepts for Intelligent Vision Systems, ACIVS 2004, Aug 2004, Brussels, Belgium, France. 10pp |
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Estimating first-order finite-difference information in image restoration problems2004, pp.321-324 |
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Estimating first-order finite-difference information in image restoration problemsIEEE International Conference on Image Processing, ICIP 2004, Oct 2004, Singapore, France. pp.I.321-I.324 |
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A quadratic MISO contrast function for blind equalizationProc. of the IEEE Int. Conf. on Acoustics, Speech, and Signal Processing ICASSP 2004, May 2004, Montréal, Canada, France. pp.681-684 |
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Wavelet-based multispectral image denoising with Bernouilli-Gaussian modelsIEEE-EURASIP Workshop on Nonlinear Signal and Image Processing, Jun 2003, Grado, Italy, France. 10pp |
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Block-based adaptive lifting schemes for multiband image compressionWavelet Applications in Industrial Processing, Symposium Photonics East 2003, SPIE Conference, Oct 2003, Providence, Rhode Island, France. pp.118-128 |
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Séparation aveugle d'un mélange convolutif de sources non linéaires par une approche hiérarchiqueGroupe de recherche et d'études du traitement du signal et des images (GRETSI'03), 2003, Paris, France, France. 10pp |
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Source separation of a class of non linear time seriesIEEE-Eurasip Workshop on Non Linear Signal and Image Processing (NSIP), Jun 2003, Grado, Italy, France. 10pp |
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Wavelet estimation of cyclospectraProc. International Conference on Acoustics, Speech and Signal Processing, Apr 2003, Hong Kong, France. pp.289-292 |
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Adapted Vector-lifting schemes for compression of polarimetric and multifrequency SAR imagesIEEE 2003 International Geoscience and Remote Sensing Symposium, IGARSS'2003, Toulouse, France, 20-25 July 2003, 3 p., 2003, France. 10pp |
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Image deconvolution with total variation boundsProc. 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 |
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Incorporating total variation information in image recoveryProc. of the IEEE International Conference on Image Processing, Sep 2003, Barcelona, Spain, France. pp.373 -376 |
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Block-based adaptive lifting schemes for lossless and progressive image codingThird International workshop on Spectral Methods and Multirate Signal Processing, Sep 2003, Barcelona, Spain, France. pp.207-211 |
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New contrasts for blind separation of non iid sources in the convolutive caseProc. European Signal and Image Processing Conference, EUSIPCO 02, Vol.2, 2002, Toulouse, France, France. pp.107-110 |
Performance of three parallel MRI reconstruction methods in the presence of coil sensitivity map errorsPoster session of International Society for Magnetic Resonance in Medicine Meeting (ISMRM'10), Apr 2010, France. pp.1, 2010 |
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Wavelet based parallel MRI regularization using bivariate sparsity promoting priorsPoster session of IEEE International Conference on Image Processing (ICIP'09), 2009, France. 10pp., 2009 |
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Extension des algorithmes imbriqués pour la résolution de problèmes d'optimisation convexe en imageriePoster session of 22ème Groupe de recherche et d'études du traitement du signal et des images (GRETSI'09), Sep 2009, France. 10pp., 2009 |
Method for performing parallel magnetic resonance imagingFrance, Patent n° : PCT/IB2011/002330. 2012 |
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Procédé de traitement de réflexions multiplesFrance, N° de brevet: 12/02.299. 2012 |
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Spatio-temporal regularized reconstruction for parallel MRI acquisition systemsFrance, Patent n° : PCT/IB2011/002330. 2012 |