Thomas Oberlin

ORCID

Publication Activity (10 Years)

Years Active: 1973-2024
Publications (10 Years): 58

Top Venues

CoRR

ICASSP

EUSIPCO

IEEE Signal Process. Lett.

University of Grenoble, France (PHD)

Education History

University of Grenoble, France

PHD

Publications

Sebastià Mijares i Verdú, Marie Chabert, Thomas Oberlin, Joan Serra-Sagristà
Fixed-Quality Compression of Remote Sensing Images With Neural Networks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Colin Decourt, Rufin VanRullen, Didier Salle, Thomas Oberlin
Leveraging Self-Supervised Instance Contrastive Learning for Radar Object Detection. CoRR (2024)
Maud Biquard, Marie Chabert, Thomas Oberlin
Variational Bayes image restoration with compressive autoencoders. CoRR (2023)
Sebastià Mijares i Verdú, Marie Chabert, Thomas Oberlin, Joan Serra-Sagristà
Reduced-Complexity Multirate Remote Sensing Data Compression With Neural Networks. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Ondrej Mokrý, Paul Magron, Thomas Oberlin, Cédric Févotte
Algorithms for audio inpainting based on probabilistic nonnegative matrix factorization. Signal Process. 206 (2023)
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 Anal. 84 (2023)
Pierre-Hugo Vial, Paul Magron, Thomas Oberlin, Cédric Févotte
Learning the Proximity Operator in Unfolded ADMM for Phase Retrieval. CoRR (2022)
Sylvain Meignen, Nils Laurent, Thomas Oberlin
One or Two Ridges? An Exact Mode Separation Condition for the Gabor Transform. IEEE Signal Process. Lett. 29 (2022)
Sylvain Lucas, Thomas Oberlin, Vincent Goiffon, Fanny Le Mer
Automatic Detection and Correction of Random Telegraph Signal Artifacts in Earth Observation Images. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Pierre-Hugo Vial, Paul Magron, Thomas Oberlin, Cédric Févotte
Learning the Proximity Operator in Unfolded ADMM for Phase Retrieval. IEEE Signal Process. Lett. 29 (2022)
Ondrej Mokrý, Paul Magron, Thomas Oberlin, Cédric Févotte
Algorithms for audio inpainting based on probabilistic nonnegative matrix factorization. CoRR (2022)
Vinicius Alves de Oliveira, Marie Chabert, Thomas Oberlin, Charly Poulliat, Mickael Bruno, Christophe Latry, Mikael Carlavan, Simon Henrot, Frédéric Falzon, Roberto Camarero
Satellite Image Compression and Denoising With Neural Networks. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Colin Decourt, Rufin VanRullen, Didier Salle, Thomas Oberlin
DAROD: A Deep Automotive Radar Object Detector on Range-Doppler maps. IV (2022)
Claire Guilloteau, Thomas Oberlin, Olivier Berné, Nicolas Dobigeon
Informed Spatial Regularizations For Fast Fusion Of Astronomical Images. ICIP (2022)
Colin Decourt, Rufin VanRullen, Didier Salle, Thomas Oberlin
A recurrent CNN for online object detection on raw radar frames. CoRR (2022)
Thomas Oberlin, Mathieu Verm
Regularization via Deep Generative Models: an Analysis Point of View. ICIP (2021)
Neha Singh, Sylvain Meignen, Thomas Oberlin
Source Separation Based on Non-Negative Matrix Factorization of the Synchrosqueezing Transform. EUSIPCO (2021)
Thomas Oberlin, Mathieu Verm
Regularization via deep generative models: an analysis point of view. CoRR (2021)
Paul Magron, Pierre-Hugo Vial, Thomas Oberlin, Cédric Févotte
Phase Recovery with Bregman Divergences for Audio Source Separation. ICASSP (2021)
Pierre-Hugo Vial, Paul Magron, Thomas Oberlin, Cédric Févotte
Phase Retrieval With Bregman Divergences and Application to Audio Signal Recovery. IEEE J. Sel. Top. Signal Process. 15 (1) (2021)
Vinicius Alves de Oliveira, Marie Chabert, Thomas Oberlin, Charly Poulliat, Mickael Bruno, Christophe Latry, Mikael Carlavan, Simon Henrot, Frédéric Falzon, Roberto Camarero
Reduced-Complexity End-to-End Variational Autoencoder for on Board Satellite Image Compression. Remote. Sens. 13 (3) (2021)
Olivier Gouvert, Thomas Oberlin, Cédric Févotte
Negative Binomial Matrix Factorization. IEEE Signal Process. Lett. 27 (2020)
Olivier Gouvert, Thomas Oberlin, Cédric Févotte
Ordinal Non-negative Matrix Factorization for Recommendation. CoRR (2020)
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 Trans. Computational Imaging 6 (2020)
Olivier Gouvert, Thomas Oberlin, Cédric Févotte
Ordinal Non-negative Matrix Factorization for Recommendation. ICML (2020)
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. ICASSP (2020)
Étienne Monier, Thomas Oberlin, Nathalie Brun, Xiaoyan Li, Marcel Tencé, Nicolas Dobigeon
Fast reconstruction of atomic-scale STEM-EELS images from sparse sampling. CoRR (2020)
Pierre-Hugo Vial, Paul Magron, Thomas Oberlin, Cédric Févotte
Phase retrieval with Bregman divergences and application to audio signal recovery. CoRR (2020)
Paul Magron, Pierre-Hugo Vial, Thomas Oberlin, Cédric Févotte
Phase recovery with Bregman divergences for audio source separation. CoRR (2020)
Claire Guilloteau, Thomas Oberlin, Olivier Berné, Nicolas Dobigeon
Fusion of hyperspectral and multispectral infrared astronomical images. SAM (2020)
Pierre-Hugo Vial, Paul Magron, Thomas Oberlin, Cédric Févotte
Phase retrieval with Bregman divergences: Application to audio signal recovery. CoRR (2020)
Olivier Gouvert, Thomas Oberlin, Cédric Févotte
Recommendation from Raw Data with Adaptive Compound Poisson Factorization. UAI (2019)
Olivier Gouvert, Thomas Oberlin, Cédric Févotte
Recommendation from Raw Data with Adaptive Compound Poisson Factorization. CoRR (2019)
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 Trans. Medical Imaging 38 (9) (2019)
Vinicius Ferraris, Nicolas Dobigeon, Yanna Cruz Cavalcanti, Thomas Oberlin, Marie Chabert
Coupled dictionary learning for unsupervised change detection between multimodal remote sensing images. Comput. Vis. Image Underst. 189 (2019)
Yanna Cruz Cavalcanti, Thomas Oberlin, Nicolas Dobigeon, Cédric Févotte, Simon Stute, Clovis Tauber
Unmixing Dynamic Pet Images: Combining Spatial Heterogeneity and Non-gaussian Noise. ICASSP (2019)
Thomas Oberlin, François Malgouyres, Jin-Yi Wu
Loss functions for denoising compressed images: a comparative study. EUSIPCO (2019)
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. CoRR (2019)
Étienne Monier, Thomas Oberlin, Nathalie Brun, Marcel Tencé, Marta de Frutos, Nicolas Dobigeon
Reconstruction of partially sampled multi-band images - Application to STEM-EELS imaging. CoRR (2018)
Étienne Monier, Thomas Oberlin, Nathalie Brun, Marcel Tencé, Maria de Frutos, Nicolas Dobigeon
Reconstruction Of Partially Sampled EELS Images. WHISPERS (2018)
Olivier Gouvert, Thomas Oberlin, Cédric Févotte
Negative Binomial Matrix Factorization for Recommender Systems. CoRR (2018)
Étienne Monier, Thomas Oberlin, Nathalie Brun, Marcel Tencé, Marta de Frutos, Nicolas Dobigeon
Reconstruction of Partially Sampled Multiband Images - Application to STEM-EELS Imaging. IEEE Trans. Computational Imaging 4 (4) (2018)
Olivier Gouvert, Thomas Oberlin, Cédric Févotte
Matrix Co-Factorization for Cold-Start Recommendation. ISMIR (2018)
Vinicius Ferraris, Nicolas Dobigeon, Yanna Cruz Cavalcanti, Thomas Oberlin, Marie Chabert
Coupled dictionary learning for unsupervised change detection between multi-sensor remote sensing images. CoRR (2018)
Yanna Cruz Cavalcanti, Thomas Oberlin, Nicolas Dobigeon, Simon Stute, Maria Ribeiro, Clovis Tauber
Unmixing dynamic PET images with variable specific binding kinetics. Medical Image Anal. 49 (2018)
Yanna Cruz Cavalcanti, Thomas Oberlin, Nicolas Dobigeon, Simon Stute, Maria-Joao Ribeiro, Clovis Tauber
Factor analysis of dynamic PET images: beyond Gaussian noise. CoRR (2018)
Facundo Costa, Hadj Batatia, Thomas Oberlin, Carlos D'Giano, Jean-Yves Tourneret
Bayesian EEG source localization using a structured sparsity prior. NeuroImage 144 (2017)
Saman Noorzadeh, Pierre Maurel, Thomas Oberlin, Rémi Gribonval, Christian Barillot
Multi-modal EEG and fMRI Source Estimation Using Sparse Constraints. MICCAI (1) (2017)
Thomas Oberlin, Sylvain Meignen
The second-order wavelet synchrosqueezing transform. ICASSP (2017)
Yanna Cruz Cavalcanti, Thomas Oberlin, Nicolas Dobigeon, Clovis Tauber
Unmixing dynamic PET images with a PALM algorithm. EUSIPCO (2017)
Yanna Cruz Cavalcanti, Thomas Oberlin, Nicolas Dobigeon, Simon Stute, Maria Ribeiro, Clovis Tauber
Unmixing dynamic PET images for voxel-based kinetic component analysis. CoRR (2017)
Sylvain Meignen, Thomas Oberlin, Steve McLaughlin
Fully adaptive mode decomposition from time-frequency ridges. ICASSP (2017)
Dominique Fourer, Jinane Harmouche, Jeremy Schmitt, Thomas Oberlin, Sylvain Meignen, François Auger, Patrick Flandrin
The ASTRES toolbox for mode extraction of non-stationary multicomponent signals. EUSIPCO (2017)
Facundo Costa, Hadj Batatia, Thomas Oberlin, Jean-Yves Tourneret
A partially collapsed Gibbs sampler with accelerated convergence for EEG source localization. SSP (2016)
Sylvain Meignen, T. Gardner, Thomas Oberlin
Time-frequency ridge analysis based on the reassignment vector. EUSIPCO (2015)
Thomas Oberlin, Sylvain Meignen, Valérie Perrier
Second-Order Synchrosqueezing Transform or Invertible Reassignment? Towards Ideal Time-Frequency Representations. IEEE Trans. Signal Process. 63 (5) (2015)
Facundo Costa, Hadj Batatia, Thomas Oberlin, Jean-Yves Tourneret
EEG source localization based on a structured sparsity prior and a partially collapsed Gibbs sampler. CAMSAP (2015)
Thomas Oberlin, Christian Barillot, Rémi Gribonval, Pierre Maurel
Symmetrical EEG-FMRI imaging by sparse regularization. EUSIPCO (2015)
Thomas Oberlin, Sylvain Meignen, Valérie Perrier
The fourier-based synchrosqueezing transform. ICASSP (2014)
Thomas Oberlin, Sylvain Meignen, Stephen McLaughlin
A novel time-frequency technique for multicomponent signal denoising. EUSIPCO (2013)
Thomas Oberlin, Sylvain Meignen, Stephen McLaughlin
Analysis of strongly modulated multicomponent signals with the short-time Fourier transform. ICASSP (2013)
François Auger, Patrick Flandrin, Yu-Ting Lin, Stephen McLaughlin, Sylvain Meignen, Thomas Oberlin, Hau-Tieng Wu
Time-Frequency Reassignment and Synchrosqueezing: An Overview. IEEE Signal Process. Mag. 30 (6) (2013)
Thomas Oberlin, Sylvain Meignen, Valérie Perrier
An Alternative Formulation for the Empirical Mode Decomposition. IEEE Trans. Signal Process. 60 (5) (2012)
Sylvain Meignen, Thomas Oberlin, Steve McLaughlin
A New Algorithm for Multicomponent Signals Analysis Based on SynchroSqueezing: With an Application to Signal Sampling and Denoising. IEEE Trans. Signal Process. 60 (11) (2012)
Sylvain Meignen, Thomas Oberlin, Stephen McLaughlin
Multicomponent signal denoising with synchrosqueezing. SSP (2012)
Thomas Oberlin, Sylvain Meignen, Valérie Perrier
On the mode synthesis in the synchrosqueezing method. EUSIPCO (2012)
Marianne Clausel, Thomas Oberlin, Valérie Perrier
The Monogenic Synchrosqueezed Wavelet Transform: A tool for the Decomposition/Demodulation of AM-FM images CoRR (2012)
Thomas Oberlin
On the Control of Systems with Unknown Parameters. IEEE Trans. Syst. Man Cybern. 3 (4) (1973)
Thomas Oberlin, Rangasami L. Kashyap
Bayes Decision Rules Based on Objective Priors. IEEE Trans. Syst. Man Cybern. 3 (4) (1973)

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Publication Activity (10 Years)

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Thomas Oberlin