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Reconstruction of partially sampled multi-band images - Application to STEM-EELS imaging

Etienne Monier , Thomas Oberlin , Nathalie Brun , Marcel Tencé , Marta de Frutos , et al.
2018
Pré-publication, Document de travail hal-01552138v1
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Skull conductivity estimation for EEG source localization

Facundo Hernan Costa , Hadj Batatia , Thomas Oberlin , Jean-Yves Tourneret
IEEE Signal Processing Letters, 2017, 24 (4), pp.422-426. ⟨10.1109/LSP.2017.2669101⟩
Article dans une revue hal-01681070v1
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EEG source localization based on a structured sparsity prior and a partially collapsed Gibbs sampler

Facundo Hernan Costa , Hadj Batatia , Thomas Oberlin , Jean-Yves Tourneret
6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2015), Dec 2015, Cancun, Mexico. pp.261-264
Communication dans un congrès hal-01491206v1
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Phase recovery with Bregman divergences for audio source separation

Paul Magron , Pierre-Hugo Vial , Thomas Oberlin , Cédric Févotte
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto, Canada
Communication dans un congrès hal-03049800v2
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Bayesian EEG source localization using a structured sparsity prior

Facundo Hernan Costa , Hadj Batatia , Thomas Oberlin , Carlos d'Giano , Jean-Yves Tourneret
NeuroImage, 2017, Vol. 144 (Part. A), pp. 142-152. ⟨10.1016/j.neuroimage.2016.08.064⟩
Article dans une revue hal-01502837v1
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A novel time-frequency technique for multicomponent signal denoising

Thomas Oberlin , Sylvain Meignen , Steve Mclaughlin
EUSIPCO - 21th European Signal Processing Conference, Sep 2013, Marrakech, Morocco. pp.1-5
Communication dans un congrès hal-00983790v1
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The Fourier-based Synchrosqueezing Transform

Thomas Oberlin , Sylvain Meignen , Valérie Perrier
2013
Pré-publication, Document de travail hal-00916088v1
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Symmetrical EEG-FMRI Imaging by Sparse Regularization

Thomas Oberlin , Christian Barillot , Rémi Gribonval , Pierre Maurel
23rd European Signal Processing Conference (EUSIPCO 2015), Aug 2015, Nice, France. pp.1-5, ⟨10.1109/EUSIPCO.2015.7362708⟩
Communication dans un congrès hal-01170889v1
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Adaptive multimode signal reconstruction from time-frequency representations

Sylvain Meignen , Thomas Oberlin , Philippe Depalle , Patrick Flandrin , Stephen Mclaughlin
Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 2016, 374 (2065), pp.20150205:1-13. ⟨10.1098/rsta.2015.0205⟩
Article dans une revue hal-01912880v1
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Reconstruction of partially sampled STEM-EELS images with atomic resolution

Etienne Monier , Thomas Oberlin , Nathalie Brun , Nicolas Dobigeon
Workshop on Signal Processing with Adaptative Sparse Structured Representations (SPARS 2019), Nicolas Dobigeon, Toulouse INP, France; Cédric Févotte, CNRS, France, Jul 2019, Toulouse, France
Communication dans un congrès hal-03108208v1
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An Alternative Formulation for the Empirical Mode Decomposition

Thomas Oberlin , Sylvain Meignen , Valérie Perrier
IEEE Transactions on Signal Processing, 2012, 60 (5), pp.2236-2246. ⟨10.1109/TSP.2012.2187202⟩
Article dans une revue hal-00553107v1
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The ASTRES Toolbox for Mode Extraction of Non-Stationary Multicomponent Signals

Dominique Fourer , Jinane Harmouche , Jérémy Schmitt , Thomas Oberlin , Sylvain Meignen , et al.
EUSIPCO 2017 - 25th European Signal Processing Conference, Aug 2017, Kos, Greece. pp.1130-1134, ⟨10.23919/EUSIPCO.2017.8081384⟩
Communication dans un congrès hal-01579903v1
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Reconstruction of partially sampled EELS images

Etienne Monier , Thomas Oberlin , Nathalie Brun , Maria de Frutos , Marcel Tencé , et al.
9th IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS 2018), Sep 2018, Amsterdam, Netherlands. ⟨10.1109/WHISPERS.2018.8747104⟩
Communication dans un congrès hal-02289995v1
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Fusion of hyperspectral and multispectral infrared astronomical images (SPARS 2019)

Claire Guilloteau , Thomas Oberlin , Olivier Berné , Nicolas Dobigeon
Workshop on Signal Processing with Adaptative Sparse Structured Representations (SPARS 2019), Apr 2019, Toulouse, France. pp.0
Communication dans un congrès hal-02419428v1
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Phase retrieval with Bregman divergences: Application to audio signal recovery

Pierre-Hugo Vial , Paul Magron , Thomas Oberlin , Cédric Févotte
International Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques (iTWIST 2020), Sébastien Bourguignon (Centrale Nantes, LS2N, Nantes, France); Cédric Herzet (INRIA Rennes, France); Jérôme Idier (CNRS, LS2N, Nantes, France); Charles Soussen (CentraleSupélec, L2S, Gif-Sur-Yvette, France), Dec 2020, Nantes (virtual), France
Communication dans un congrès hal-03136486v1
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Ordinal Non-negative Matrix Factorization for Recommendation

Olivier Gouvert , Thomas Oberlin , Cédric Févotte
International Conference on Machine Learning (ICML), 2020, Vienna (virtual), Austria
Communication dans un congrès hal-03049397v1
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Unmixing dynamic PET images with a PALM algorithm

Yanna Cruz Cavalcanti , Thomas Oberlin , Nicolas Dobigeon , Clovis Tauber
25th European Signal Processing Conference (EUSIPCO 2017), Aug 2017, Kos island, Greece. pp. 1-5
Communication dans un congrès hal-01887888v1
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Hyperspectral and Multispectral Image Fusion Under Spectrally Varying Spatial Blurs – Application to High Dimensional Infrared Astronomical Imaging

Claire Guilloteau , Thomas Oberlin , Olivier Berné , Nicolas Dobigeon
IEEE Transactions on Computational Imaging, 2020, 6, pp.1362-1374. ⟨10.1109/TCI.2020.3022825⟩
Article dans une revue hal-02949174v1
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Regularization via Deep Generative Models: an Analysis Point of View

Thomas Oberlin , Mathieu Verm
28th IEEE International Conference on Image Processing (ICIP 2021), IEEE Signal Processing Society, Sep 2021, Anchorage, United States. pp.404-408, ⟨10.1109/ICIP42928.2021.9506138⟩
Communication dans un congrès hal-03390697v1
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Matrix co-factorization for cold-start recommendation

Olivier Gouvert , Thomas Oberlin , Cédric Févotte
19th International Society for Music Information Retrieval Conference (ISMIR 2018), Sep 2018, Paris, France. pp.1-7
Communication dans un congrès hal-02279385v1
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Algorithms for audio inpainting based on probabilistic nonnegative matrix factorization

Ondřej Mokrý , Paul Magron , Thomas Oberlin , Cédric Févotte
Signal Processing, 2023, ⟨10.1016/j.sigpro.2022.108905⟩
Article dans une revue hal-03708613v2
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Learning the Proximity Operator in Unfolded ADMM for Phase Retrieval

Pierre-Hugo Vial , Paul Magron , Thomas Oberlin , Cédric Févotte
IEEE Signal Processing Letters, 2022, 29, pp.1619-1623. ⟨10.1109/LSP.2022.3189275⟩
Article dans une revue hal-03790178v1
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Unmixing dynamic PET images: combining spatial heterogeneity and non-Gaussian noise

Yanna Cruz Cavalcanti , Thomas Oberlin , Nicolas Dobigeon , Cédric Févotte , Simon Stute , et al.
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2019), May 2019, Brighton, United Kingdom. pp.1373-1377
Communication dans un congrès hal-02376808v2
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One or Two Ridges? An Exact Mode Separation Condition for the Gabor Transform

Sylvain Meignen , Nils Laurent , Thomas Oberlin
IEEE Signal Processing Letters, 2022, 29, pp.2507-2511. ⟨10.1109/LSP.2022.3226948⟩
Article dans une revue hal-04218018v1

Multicomponent Signal Denoising with SynchroSqueezing

Sylvain Meignen , Thomas Oberlin , Steve Mclaughlin
SSP 2012 - IEEE Statistical Signal Processing Workshop, Aug 2012, Ann Arbor, MI, United States. pp.660-663, ⟨10.1109/SSP.2012.6319788⟩
Communication dans un congrès hal-00872534v1
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Compartment model-based nonlinear unmixing for kinetic analysis of dynamic PET images

Yanna Cruz Cavalcanti , Thomas Oberlin , Vinicius Ferraris , Nicolas Dobigeon , Maria Ribeiro , et al.
Medical Image Analysis, 2023, 84, pp.102689. ⟨10.1016/j.media.2022.102689⟩
Article dans une revue hal-03928633v1
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Reconstruction de spectres-images partiellement échantillonnés en microscopie EELS

Etienne Monier , Thomas Oberlin , Nathalie Brun , Nicolas Dobigeon
26eme Colloque GRETSI sur le Traitement du Signal et des Images (GRETSI 2017), Sep 2017, Juan-les-Pins, France. pp.1-4
Communication dans un congrès hal-01913681v1
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Factor analysis of dynamic PET images: beyond Gaussian noise

Yanna Cruz Cavalcanti , Thomas Oberlin , Nicolas Dobigeon , Cédric Févotte , Simon Stute , et al.
IEEE Transactions on Medical Imaging, 2019, 38 (9), pp.2231-2241. ⟨10.1109/TMI.2019.2906828⟩
Article dans une revue hal-02376777v1
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Démélange d'images TEP dynamiques

Yanna Cruz Cavalcanti , Thomas Oberlin , Nicolas Dobigeon , Simon Stute , Clovis Tauber
26eme Colloque GRETSI sur le Traitement du Signal et des Images (GRETSI 2017), Sep 2017, Juan-les-Pins, France. pp.1-4
Communication dans un congrès hal-01912800v1
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Reduced-Complexity End-to-End Variational Autoencoder for on Board Satellite Image Compression

Vinicius Alves de Oliveira , Marie Chabert , Thomas Oberlin , Charly Poulliat , Mickael Bruno , et al.
Remote Sensing, 2021, Special Issue Remote Sensing Data Compression, 13 (3), pp.447. ⟨10.3390/rs13030447⟩
Article dans une revue hal-03152288v1