Thomas Oberlin

According to our database1, Thomas Oberlin authored at least 47 papers between 1973 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2021
Reduced-Complexity End-to-End Variational Autoencoder for on Board Satellite Image Compression.
Remote. Sens., 2021

Phase Retrieval With Bregman Divergences and Application to Audio Signal Recovery.
IEEE J. Sel. Top. Signal Process., 2021

Regularization via deep generative models: an analysis point of view.
CoRR, 2021

2020
Hyperspectral and Multispectral Image Fusion Under Spectrally Varying Spatial Blurs - Application to High Dimensional Infrared Astronomical Imaging.
IEEE Trans. Computational Imaging, 2020

Negative Binomial Matrix Factorization.
IEEE Signal Process. Lett., 2020

Phase retrieval with Bregman divergences: Application to audio signal recovery.
CoRR, 2020

Phase recovery with Bregman divergences for audio source separation.
CoRR, 2020

Fast reconstruction of atomic-scale STEM-EELS images from sparse sampling.
CoRR, 2020

Ordinal Non-negative Matrix Factorization for Recommendation.
Proceedings of the 37th International Conference on Machine Learning, 2020

Unsupervised Change Detection for Multimodal Remote Sensing Images via Coupled Dictionary Learning and Sparse Coding.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Factor Analysis of Dynamic PET Images: Beyond Gaussian Noise.
IEEE Trans. Medical Imaging, 2019

Coupled dictionary learning for unsupervised change detection between multimodal remote sensing images.
Comput. Vis. Image Underst., 2019

Recommendation from Raw Data with Adaptive Compound Poisson Factorization.
Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

Unmixing Dynamic Pet Images: Combining Spatial Heterogeneity and Non-gaussian Noise.
Proceedings of the IEEE International Conference on Acoustics, 2019

Loss functions for denoising compressed images: a comparative study.
Proceedings of the 27th European Signal Processing Conference, 2019

2018
Reconstruction of Partially Sampled Multiband Images - Application to STEM-EELS Imaging.
IEEE Trans. Computational Imaging, 2018

Unmixing dynamic PET images with variable specific binding kinetics.
Medical Image Anal., 2018

Factor analysis of dynamic PET images: beyond Gaussian noise.
CoRR, 2018

Coupled dictionary learning for unsupervised change detection between multi-sensor remote sensing images.
CoRR, 2018

Reconstruction of partially sampled multi-band images - Application to STEM-EELS imaging.
CoRR, 2018

Negative Binomial Matrix Factorization for Recommender Systems.
CoRR, 2018

Reconstruction Of Partially Sampled EELS Images.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

Matrix Co-Factorization for Cold-Start Recommendation.
Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

2017
Bayesian EEG source localization using a structured sparsity prior.
NeuroImage, 2017

Unmixing dynamic PET images for voxel-based kinetic component analysis.
CoRR, 2017

Multi-modal EEG and fMRI Source Estimation Using Sparse Constraints.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

The second-order wavelet synchrosqueezing transform.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Fully adaptive mode decomposition from time-frequency ridges.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

The ASTRES toolbox for mode extraction of non-stationary multicomponent signals.
Proceedings of the 25th European Signal Processing Conference, 2017

Unmixing dynamic PET images with a PALM algorithm.
Proceedings of the 25th European Signal Processing Conference, 2017

2016
A partially collapsed Gibbs sampler with accelerated convergence for EEG source localization.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

2015
Second-Order Synchrosqueezing Transform or Invertible Reassignment? Towards Ideal Time-Frequency Representations.
IEEE Trans. Signal Process., 2015

Symmetrical EEG-FMRI imaging by sparse regularization.
Proceedings of the 23rd European Signal Processing Conference, 2015

Time-frequency ridge analysis based on the reassignment vector.
Proceedings of the 23rd European Signal Processing Conference, 2015

EEG source localization based on a structured sparsity prior and a partially collapsed Gibbs sampler.
Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015

2014
The fourier-based synchrosqueezing transform.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
Analyse de Signaux Multicomposantes : Contributions à la Décomposition Modale Empirique, aux Représentations temps-fréquence et au Synchrosqueezing.
PhD thesis, 2013

Time-Frequency Reassignment and Synchrosqueezing: An Overview.
IEEE Signal Process. Mag., 2013

Analysis of strongly modulated multicomponent signals with the short-time Fourier transform.
Proceedings of the IEEE International Conference on Acoustics, 2013

A novel time-frequency technique for multicomponent signal denoising.
Proceedings of the 21st European Signal Processing Conference, 2013

2012
An Alternative Formulation for the Empirical Mode Decomposition.
IEEE Trans. Signal Process., 2012

A New Algorithm for Multicomponent Signals Analysis Based on SynchroSqueezing: With an Application to Signal Sampling and Denoising.
IEEE Trans. Signal Process., 2012

The Monogenic Synchrosqueezed Wavelet Transform: A tool for the Decomposition/Demodulation of AM-FM images
CoRR, 2012

Multicomponent signal denoising with synchrosqueezing.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

On the mode synthesis in the synchrosqueezing method.
Proceedings of the 20th European Signal Processing Conference, 2012

1973
Bayes Decision Rules Based on Objective Priors.
IEEE Trans. Syst. Man Cybern., 1973

On the Control of Systems with Unknown Parameters.
IEEE Trans. Syst. Man Cybern., 1973


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