Publications de Thomas OBERLIN
Valentin Gilet, Guillaume Mabilleau, Matthieu Loumaigne, Laureen Coic, Raffaele Vitale, Thomas Oberlin, José Henrique de M Goulart, Nicolas Dobigeon, Cyril Ruckebusch, David Rousseau
Superpixels meet essential spectra for fast Raman hyperspectral microimaging
Optics Express, 2023, 32 (1), pp.932. ⟨10.1364/OE.509736⟩
Ondřej Mokrý, Paul Magron, Thomas Oberlin, Cédric Févotte
Algorithms for audio inpainting based on probabilistic nonnegative matrix factorization
Signal Processing, 2023, ⟨10.1016/j.sigpro.2022.108905⟩
Yanna Cruz Cavalcanti, Thomas Oberlin, Vinicius Ferraris, Nicolas Dobigeon, Maria Ribeiro, Clovis Tauber
Compartment model-based nonlinear unmixing for kinetic analysis of dynamic PET images
Medical Image Analysis, 2023, 84, pp.102689. ⟨10.1016/j.media.2022.102689⟩
Sebastià Mijares I Verdú, Marie Chabert, Thomas Oberlin, Joan Serra-Sagristà
Reduced-Complexity Multirate Remote Sensing Data Compression With Neural Networks
IEEE Geoscience and Remote Sensing Letters, 2023, 20, pp.6011705. ⟨10.1109/lgrs.2023.3325477⟩
Vinicius Alves de Oliveira, Marie Chabert, Thomas Oberlin, Charly Poulliat, Mickael Bruno, Christophe Latry, Mikael Carlavan, Simon Henrot, Falzon Frédéric, Roberto Camarero
Satellite Image Compression and Denoising With Neural Networks
IEEE Geoscience and Remote Sensing Letters, 2022, 19, pp.1-5. ⟨10.1109/LGRS.2022.3145992⟩
Pierre-Hugo Vial, Paul Magron, Thomas Oberlin, Cédric Févotte
Learning the Proximity Operator in Unfolded ADMM for Phase Retrieval
IEEE Signal Processing Letters, 2022, 29, pp.1619-1623. ⟨10.1109/LSP.2022.3189275⟩
Vinicius Alves de Oliveira, Marie Chabert, Thomas Oberlin, Charly Poulliat, Mickael Bruno, Christophe Latry, Mikael Carlavan, Simon Henrot, Frederic Falzon, Roberto Camarero
Reduced-Complexity End-to-End Variational Autoencoder for on Board Satellite Image Compression
Remote Sensing, 2021, Special Issue Remote Sensing Data Compression, 13 (3), pp.447. ⟨10.3390/rs13030447⟩
Pierre-Hugo Vial, Paul Magron, Thomas Oberlin, Cédric Févotte
Phase retrieval with Bregman divergences and application to audio signal recovery
IEEE Journal of Selected Topics in Signal Processing, 2021, 15 (1)
Claire Guilloteau, Thomas Oberlin, Olivier Berné, Émilie Habart, Nicolas Dobigeon
Simulated JWST data sets for multispectral and hyperspectral image fusion
The Astronomical Journal, 2020, 160 (1), pp.0. ⟨10.3847/1538-3881/ab9301⟩
Olivier Gouvert, Thomas Oberlin, Cédric Févotte
Negative Binomial Matrix Factorization
IEEE Signal Processing Letters, 2020, 27, ⟨10.1109/LSP.2020.2991613⟩
Etienne Monier, Thomas Oberlin, Nathalie Brun, Xiaoyan Li, Marcel Tencé, Nicolas Dobigeon
Fast reconstruction of atomic-scale STEM-EELS images from sparse sampling
Ultramicroscopy, 2020, 215, pp.112993. ⟨10.1016/j.ultramic.2020.112993⟩
Claire Guilloteau, Thomas Oberlin, Olivier Berné, Nicolas Dobigeon
Hyperspectral and Multispectral Image Fusion Under Spectrally Varying Spatial Blurs – Application to High Dimensional Infrared Astronomical Imaging
IEEE Transactions on Computational Imaging, 2020, 6, pp.1362-1374. ⟨10.1109/TCI.2020.3022825⟩
Vinicius Ferraris, Nicolas Dobigeon, Yanna Cruz Cavalcanti, Thomas Oberlin, Marie Chabert
Coupled dictionary learning for unsupervised change detection between multimodal remote sensing images
Computer Vision and Image Understanding, 2019, 189, pp.1-15. ⟨10.1016/j.cviu.2019.102817⟩
Yanna Cruz Cavalcanti, Thomas Oberlin, Nicolas Dobigeon, Cédric Févotte, Simon Stute, Maria-Joao Ribeiro, Clovis Tauber
Factor analysis of dynamic PET images: beyond Gaussian noise
IEEE Transactions on Medical Imaging, 2019, 38 (9), pp.2231-2241. ⟨10.1109/TMI.2019.2906828⟩
Sylvain Meignen, Thomas Oberlin, Duong-Hung Pham
Synchrosqueezing transforms: From low- to high-frequency modulations and perspectives
Comptes Rendus. Physique, 2019, 20 (5), pp.449-460. ⟨10.1016/j.crhy.2019.07.001⟩
Etienne Monier, Thomas Oberlin, Nathalie Brun, Marcel Tencé, Maria de Frutos, Nicolas Dobigeon
Reconstruction of partially sampled multi-band images – Application to STEM-EELS Imaging
IEEE Transactions on Computational Imaging, 2018, 4 (4), pp.585-598. ⟨10.1109/TCI.2018.2866961⟩
Ratikanta Behera, Sylvain Meignen, Thomas Oberlin
Theoretical Analysis of the Second-order Synchrosqueezing Transform
Applied and Computational Harmonic Analysis, 2018, 45 (2), pp.379-404. ⟨10.1016/j.acha.2016.11.001⟩
Facundo Hernan Costa, Hadj Batatia, Thomas Oberlin, Jean-Yves Tourneret
Skull conductivity estimation for EEG source localization
IEEE Signal Processing Letters, 2017, 24 (4), pp.422-426. ⟨10.1109/LSP.2017.2669101⟩
Facundo Hernan Costa, Hadj Batatia, Thomas Oberlin, Carlos d’Giano, Jean-Yves Tourneret
Bayesian EEG source localization using a structured sparsity prior
NeuroImage, 2017, Vol. 144 (Part. A), pp. 142-152. ⟨10.1016/j.neuroimage.2016.08.064⟩
Sylvain Meignen, Thomas Oberlin, Philippe Depalle, Patrick Flandrin, Stephen Mclaughlin
Adaptive multimode signal reconstruction from time-frequency representations
Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 2016, 374 (2065), pp.20150205:1-13. ⟨10.1098/rsta.2015.0205⟩
François Auger, Patrick Flandrin, Yu-Ting Lin, Stephen Mclaughlin, Sylvain Meignen, Thomas Oberlin, Hau-Tieng Wu
A Coherent Overview of Time-Frequency Reassignment and Synchrosqueezing
Dans : IEEE Signal Processing Magazine, IEEE : Institute of Electrical and Electronics Engineers, Vol. 30 N. 6, p. 32-41, 2013.
Accès : https://hal.archives-ouvertes.fr/file/index/docid/983755/filename/manuscriptR2.pdf
BibTeXSylvain Meignen, Thomas Oberlin, Stephen Mclaughlin
A new algorithm for multicomponent signal analysis based on SynchroSqueezing: With an application to signal sampling and denoising
Dans : IEEE Transactions on Signal Processing, IEEE : Institute of Electrical and Electronics Engineers, Vol. 60 N. 11, p. 5787-5798, 2012.
Accès : http://oberlin.perso.enseeiht.fr/files/meignen2012new.pdf
BibTeXThomas Oberlin, Sylvain Meignen, Valérie Perrier
An Alternative Formulation for Empirical Mode Decomposition
Dans : IEEE Transactions on Signal Processing, IEEE : Institute of Electrical and Electronics Engineers, Vol. 60 N. 5, p. 2236-2246, 2012.
Accès : http://oberlin.perso.enseeiht.fr/files/emdos.pdf
BibTeX
Claire Guilloteau, Thomas Oberlin, Olivier Berné, Nicolas Dobigeon
Informed spatial regularizations for fast fusion of astronomical images
IEEE International Conference on Image Processing (ICIP 2022), Oct 2022, Bordeaux, France. pp.1-5
Regularization via Deep Generative Models: an Analysis Point of View
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⟩
Paul Magron, Pierre-Hugo Vial, Thomas Oberlin, Cédric Févotte
Phase recovery with Bregman divergences for audio source separation
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto, Canada
Pierre-Hugo Vial, Paul Magron, Thomas Oberlin, Cédric Févotte
Phase retrieval with Bregman divergences: Application to audio signal recovery
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
Vinicius Alves de Oliveira, Thomas Oberlin, Marie Chabert, Charly Poulliat, Bruno Mickael, Christophe Latry, Mikael Carlavan, Simon Henrot, Frederic Falzon, Roberto Camarero
Simplified entropy model for reduced-complexity end-to-end variational autoencoder with application to on-board satellite image compression
7th International Workshop on On-Board Payload Data Compression (OBPDC 2020), European Space Agency (ESA); Centre national d’études spatiales (CNES), Sep 2020, Online, Greece. pp.1-8
Claire Guilloteau, Thomas Oberlin, Olivier Berné, Nicolas Dobigeon
Fusion of hyperspectral and multispectral infrared astronomical images
11th IEEE Workshop on Sensor Array and Multichannel Signal Processing (SAM 2020), IEEE, Jun 2020, Hangzhou, China. pp.1-5, ⟨10.1109/SAM48682.2020.9104393⟩
Vinicius Ferraris, Nicolas Dobigeon, Yanna Cruz Cavalcanti, Thomas Oberlin, Marie Chabert
Unsupervised change detection for multimodal remote sensing images via coupled dictionary learning and sparse coding
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020), May 2020, Barcelona, Spain. pp.4627-4631
Olivier Gouvert, Thomas Oberlin, Cédric Févotte
Ordinal Non-negative Matrix Factorization for Recommendation
International Conference on Machine Learning (ICML), 2020, Vienna (virtual), Austria
Thomas Oberlin, François Malgouyres, Jin-Yi Wu
Loss functions for denoising compressed images: a comparative study
EUSIPCO, Sep 2019, Coruna, Spain
Claire Guilloteau, Thomas Oberlin, Olivier Berné, Nicolas Dobigeon
Fusion d’images multispectrales et hyperspectrales pour l’observation en astronomie infrarouge
27e colloque du Groupe de Recherche et d’Etudes du Traitement du Signal et des Images (GRETSI 2019), Aug 2019, Lille, France. pp.1-4
Olivier Gouvert, Thomas Oberlin, Cédric Févotte
Recommendation from raw data with adaptive compound Poisson factorization
Conference on Uncertainty in Artificial Intelligence – UAI 2019, Jul 2019, Tel Aviv, Israel. pp.0
Etienne Monier, Thomas Oberlin, Nathalie Brun, Marcel Tencé, Marta de Frutos, Nicolas Dobigeon
Reconstruction de spectres-images STEM-EELS partiellement échantillonnés
16e Colloque de la Société Française des Microscopies (SFU 2019), Jul 2019, Poitiers, France. pp.74-75
Etienne Monier, Thomas Oberlin, Nathalie Brun, Nicolas Dobigeon
Reconstruction of partially sampled STEM-EELS images with atomic resolution
Workshop on Signal Processing with Adaptative Sparse Structured Representations (SPARS 2019), Nicolas Dobigeon, Toulouse INP, France; Cédric Févotte, CNRS, France, Jul 2019, Toulouse, France
Yanna Cruz Cavalcanti, Thomas Oberlin, Nicolas Dobigeon, Cédric Févotte, Simon Stute, Clovis Tauber
Unmixing dynamic PET images: combining spatial heterogeneity and non-Gaussian noise
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2019), May 2019, Brighton, United Kingdom. pp.1373-1377
Claire Guilloteau, Thomas Oberlin, Olivier Berné, Nicolas Dobigeon
Fusion of hyperspectral and multispectral infrared astronomical images (SPARS 2019)
Workshop on Signal Processing with Adaptative Sparse Structured Representations (SPARS 2019), Apr 2019, Toulouse, France. pp.0
Olivier Gouvert, Thomas Oberlin, Cédric Févotte
Matrix co-factorization for cold-start recommendation
19th International Society for Music Information Retrieval Conference (ISMIR 2018), Sep 2018, Paris, France. pp.1-7
Etienne Monier, Thomas Oberlin, Nathalie Brun, Maria de Frutos, Marcel Tencé, Nicolas Dobigeon
Reconstruction of partially sampled EELS images
9th IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS 2018), Sep 2018, Amsterdam, Netherlands. ⟨10.1109/WHISPERS.2018.8747104⟩
Saman Noorzadeh, Pierre Maurel, Thomas Oberlin, Rémi Gribonval, Christian Barillot
Multi-modal EEG and fMRI Source Estimation Using Sparse Constraints
MICCAI 2017 – 20th International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2017, Quebec, Canada. ⟨10.1007/978-3-319-66182-7_51⟩
Etienne Monier, Thomas Oberlin, Nathalie Brun, Nicolas Dobigeon
Reconstruction de spectres-images partiellement échantillonnés en microscopie EELS
26eme Colloque GRETSI sur le Traitement du Signal et des Images (GRETSI 2017), Sep 2017, Juan-les-Pins, France. pp.1-4
Yanna Cruz Cavalcanti, Thomas Oberlin, Nicolas Dobigeon, Simon Stute, Clovis Tauber
Démélange d’images TEP dynamiques
26eme Colloque GRETSI sur le Traitement du Signal et des Images (GRETSI 2017), Sep 2017, Juan-les-Pins, France. pp.1-4
Yanna Cruz Cavalcanti, Thomas Oberlin, Nicolas Dobigeon, Clovis Tauber
Unmixing dynamic PET images with a PALM algorithm
25th European Signal Processing Conference (EUSIPCO 2017), Aug 2017, Kos island, Greece. pp. 1-5
Dominique Fourer, Jinane Harmouche, Jérémy Schmitt, Thomas Oberlin, Sylvain Meignen, François Auger, Patrick Flandrin
The ASTRES Toolbox for Mode Extraction of Non-Stationary Multicomponent Signals
EUSIPCO 2017 – 25th European Signal Processing Conference, Aug 2017, Kos, Greece. pp.1130-1134, ⟨10.23919/EUSIPCO.2017.8081384⟩
Etienne Monier, Thomas Oberlin, Nathalie Brun, Marcel Tencé, Nicolas Dobigeon
Reconstruction of randomly and partially sampled STEM spectrum-images
Microscopy and Microanalysis Meeting (M&M 2017), Aug 2017, Saint-Louis, Missouri, United States. pp.170-171
Thomas Oberlin, Sylvain Meignen
The second-order wavelet synchrosqueezing transform
42nd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2017), Mar 2017, New Orleans, United States. pp.3994-3998, ⟨10.1109/ICASSP.2017.7952906⟩
Sylvain Meignen, Thomas Oberlin, Stephen Mc Laughlin
Fully adaptive mode decomposition from time-frequency ridges
42nd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2017), Mar 2017, New Orleans, United States. pp.3884-3888, ⟨10.1109/ICASSP.2017.7952884⟩
Facundo Hernan Costa, Hadj Batatia, Thomas Oberlin, Jean-Yves Tourneret
A Partially Collapsed Gibbs Sampler with Accelerated Convergence for EEG Source Localization
IEEE Workshop on statistical signal processing (SSP 2016), Jun 2016, Palma de Mallorca, Spain. pp.1-5
Facundo Hernan Costa, Hadj Batatia, Thomas Oberlin, Jean-Yves Tourneret
EEG source localization based on a structured sparsity prior and a partially collapsed Gibbs sampler
6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2015), Dec 2015, Cancun, Mexico. pp.261-264
Thomas Oberlin, Christian Barillot, Rémi Gribonval, Pierre Maurel
Symmetrical EEG-FMRI Imaging by Sparse Regularization
23rd European Signal Processing Conference (EUSIPCO 2015), Aug 2015, Nice, France. pp.1-5, ⟨10.1109/EUSIPCO.2015.7362708⟩
Sylvain Meignen, Timothy J. Gardner, Thomas Oberlin
Time-Frequency Ridge Analysis Based on the Reassignment Vector
23rd European Signal and Image Processing Conference (EUSIPCO 2015), Aug 2015, Nice, France. pp.1486-1490, ⟨10.1109/EUSIPCO.2015.7362631⟩
Etienne Monier, Thomas Oberlin, Nathalie Brun, Marcel Tencé, Marta de Frutos, Nicolas Dobigeon
Reconstruction of partially sampled multi-band images – Application to STEM-EELS imaging
2018
Yanna Cruz Cavalcanti, Thomas Oberlin, Nicolas Dobigeon, Simon Stute, Maria Ribeiro, Clovis Tauber
Unmixing dynamic PET images for voxel-based kinetic component analysis
2017