Thomas Oberlin

Joan Serra-Sagristà

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Leveraging Self-Supervised Instance Contrastive Learning for Radar Object Detection.

[BibT_eX]

[DOI]

CoRR, 2024

2023

Algorithms for audio inpainting based on probabilistic nonnegative matrix factorization.

[BibT_eX]

[DOI]

Signal Process., May, 2023

Compartment model-based nonlinear unmixing for kinetic analysis of dynamic PET images.

[BibT_eX]

[DOI]

Medical Image Anal., 2023

Reduced-Complexity Multirate Remote Sensing Data Compression With Neural Networks.

[BibT_eX]

[DOI]

Sebastià Mijares i Verdú

Joan Serra-Sagristà

IEEE Geosci. Remote. Sens. Lett., 2023

Variational Bayes image restoration with compressive autoencoders.

[BibT_eX]

[DOI]

Maud Biquard

CoRR, 2023

2022

Learning the Proximity Operator in Unfolded ADMM for Phase Retrieval.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2022

One or Two Ridges? An Exact Mode Separation Condition for the Gabor Transform.

[BibT_eX]

[DOI]

Nils Laurent

Vinicius Alves de Oliveira

IEEE Signal Process. Lett., 2022

Satellite Image Compression and Denoising With Neural Networks.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

Automatic Detection and Correction of Random Telegraph Signal Artifacts in Earth Observation Images.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

DAROD: A Deep Automotive Radar Object Detector on Range-Doppler maps.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022

Informed Spatial Regularizations For Fast Fusion Of Astronomical Images.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021

Reduced-Complexity End-to-End Variational Autoencoder for on Board Satellite Image Compression.

[BibT_eX]

[DOI]

Vinicius Alves de Oliveira

Remote. Sens., 2021

Phase Retrieval With Bregman Divergences and Application to Audio Signal Recovery.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2021

Regularization via Deep Generative Models: an Analysis Point of View.

[BibT_eX]

[DOI]

Mathieu Verm

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Phase Recovery with Bregman Divergences for Audio Source Separation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Source Separation Based on Non-Negative Matrix Factorization of the Synchrosqueezing Transform.

[BibT_eX]

[DOI]

Neha Singh

Proceedings of the 29th European Signal Processing Conference, 2021

2020

Hyperspectral and Multispectral Image Fusion Under Spectrally Varying Spatial Blurs - Application to High Dimensional Infrared Astronomical Imaging.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2020

Negative Binomial Matrix Factorization.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

Fusion of hyperspectral and multispectral infrared astronomical images.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2020

Ordinal Non-negative Matrix Factorization for Recommendation.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Vinicius Ferraris

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Factor Analysis of Dynamic PET Images: Beyond Gaussian Noise.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2019

Coupled dictionary learning for unsupervised change detection between multimodal remote sensing images.

[BibT_eX]

[DOI]

Vinicius Ferraris

Comput. Vis. Image Underst., 2019

Recommendation from Raw Data with Adaptive Compound Poisson Factorization.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

Unmixing Dynamic Pet Images: Combining Spatial Heterogeneity and Non-gaussian Noise.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Loss functions for denoising compressed images: a comparative study.

[BibT_eX]

[DOI]

François Malgouyres

Jin-Yi Wu

Proceedings of the 27th European Signal Processing Conference, 2019

2018

Reconstruction of Partially Sampled Multiband Images - Application to STEM-EELS Imaging.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2018

Unmixing dynamic PET images with variable specific binding kinetics.

[BibT_eX]

[DOI]

Medical Image Anal., 2018

Factor analysis of dynamic PET images: beyond Gaussian noise.

[BibT_eX]

[DOI]

CoRR, 2018

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

[BibT_eX]

[DOI]

Vinicius Ferraris

CoRR, 2018

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

[BibT_eX]

[DOI]

CoRR, 2018

Negative Binomial Matrix Factorization for Recommender Systems.

[BibT_eX]

[DOI]

CoRR, 2018

Reconstruction Of Partially Sampled EELS Images.

[BibT_eX]

[DOI]

Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

Matrix Co-Factorization for Cold-Start Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

2017

Bayesian EEG source localization using a structured sparsity prior.

[BibT_eX]

[DOI]

NeuroImage, 2017

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

[BibT_eX]

[DOI]

CoRR, 2017

Multi-modal EEG and fMRI Source Estimation Using Sparse Constraints.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

The second-order wavelet synchrosqueezing transform.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Fully adaptive mode decomposition from time-frequency ridges.

[BibT_eX]

[DOI]

Steve McLaughlin

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

The ASTRES toolbox for mode extraction of non-stationary multicomponent signals.

[BibT_eX]

[DOI]

Proceedings of the 25th European Signal Processing Conference, 2017

Unmixing dynamic PET images with a PALM algorithm.

[BibT_eX]

[DOI]

Clovis Tauber

Proceedings of the 25th European Signal Processing Conference, 2017

2016

A partially collapsed Gibbs sampler with accelerated convergence for EEG source localization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

2015

Second-Order Synchrosqueezing Transform or Invertible Reassignment? Towards Ideal Time-Frequency Representations.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Symmetrical EEG-FMRI imaging by sparse regularization.

[BibT_eX]

[DOI]

Proceedings of the 23rd European Signal Processing Conference, 2015

Time-frequency ridge analysis based on the reassignment vector.

[BibT_eX]

[DOI]

T. Gardner

Proceedings of the 23rd European Signal Processing Conference, 2015

EEG source localization based on a structured sparsity prior and a partially collapsed Gibbs sampler.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015

2014

The fourier-based synchrosqueezing transform.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

PhD thesis, 2013

Time-Frequency Reassignment and Synchrosqueezing: An Overview.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2013

Analysis of strongly modulated multicomponent signals with the short-time Fourier transform.

[BibT_eX]

[DOI]

Stephen McLaughlin

Proceedings of the IEEE International Conference on Acoustics, 2013

A novel time-frequency technique for multicomponent signal denoising.

[BibT_eX]

[DOI]

Stephen McLaughlin

Proceedings of the 21st European Signal Processing Conference, 2013

2012

An Alternative Formulation for the Empirical Mode Decomposition.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

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

[BibT_eX]

[DOI]

Steve McLaughlin

IEEE Trans. Signal Process., 2012

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

[BibT_eX]

[DOI]

Marianne Clausel

CoRR, 2012

Multicomponent signal denoising with synchrosqueezing.

[BibT_eX]

[DOI]

Stephen McLaughlin

Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

On the mode synthesis in the synchrosqueezing method.

[BibT_eX]

[DOI]

Proceedings of the 20th European Signal Processing Conference, 2012

1973

Bayes Decision Rules Based on Objective Priors.

[BibT_eX]

[DOI]

Rangasami L. Kashyap

IEEE Trans. Syst. Man Cybern., 1973

On the Control of Systems with Unknown Parameters.

[BibT_eX]

[DOI]