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Huynh Ngo Nghi Truyen, Martin Roland, Oberlin Thomas, Plazolles Bastien, Near-Surface Seismic Arrival Time Picking with Transfer and Semi-Supervised Learning. 2023, Surveys in Geophysics. 44. 1831-1867. ISSN 0169-3298
Near-Surface Seismic Arrival Time Picking with Transfer and Semi-Supervised Learning
Cruz Cavalcanti Yanna, Oberlin Thomas, Ferraris Vinicius, Dobigeon Nicolas, Ribeiro Maria, Tauber Clovis, Compartment model-based nonlinear unmixing for kinetic analysis of dynamic PET images. 2023, Medical Image Analysis. 84. 102689. ISSN 1361-8415
Compartment model-based nonlinear unmixing for kinetic analysis of dynamic PET images
Mokrý Ondřej, Magron Paul, Oberlin Thomas, Févotte Cédric, Algorithms for audio inpainting based on probabilistic nonnegative matrix factorization. 2023, Signal Processing. 206. 108905. ISSN 0165-1684
Algorithms for audio inpainting based on probabilistic nonnegative matrix factorization
Mijares I Verdú Sebastià, Chabert Marie, Oberlin Thomas, Serra-Sagristà Joan, Reduced-Complexity Multirate Remote Sensing Data Compression With Neural Networks. 2023, IEEE Geoscience and Remote Sensing Letters. 20. 6011705. ISSN 1545-598X
Reduced-Complexity Multirate Remote Sensing Data Compression With Neural Networks
Alves de Oliveira Vinicius, Chabert Marie, Oberlin Thomas, Poulliat Charly, Bruno Mickael, Latry Christophe, Carlavan Mikael, Henrot Simon, Falzon Frederic, Camarero Roberto, Satellite Image Compression and Denoising With Neural Networks. 2022, IEEE Geoscience and Remote Sensing Letters. 19. 1-5. ISSN 1545-598X
Satellite Image Compression and Denoising With Neural Networks
Lucas Sylvain, Oberlin Thomas, Goiffon Vincent, Le Mer Fanny, Automatic Detection and Correction of Random Telegraph Signal Artifacts in Earth Observation Images. 2022, IEEE Geoscience and Remote Sensing Letters. 19. 1-5. ISSN 1545-598X
Automatic Detection and Correction of Random Telegraph Signal Artifacts in Earth Observation Images
Meignen Sylvain, Laurent Nils, Oberlin Thomas, One or Two Ridges ? An Exact Mode Separation Condition for the Gabor Transform. 2022, IEEE Signal Processing Letters. 29. 2507-2511. ISSN 1070-9908
One or Two Ridges? An Exact Mode Separation Condition for the Gabor Transform
Decourt Colin, VanRullen Rufin, Salle Didier, Oberlin Thomas, DAROD : A Deep Automotive Radar Object Detector on Range-Doppler maps. 2022, 2022 IEEE Intelligent Vehicles Symposium (IV), 2022-06-04 - 2022-06-09 (2022-06-09, Aachen)
DAROD: A Deep Automotive Radar Object Detector on Range-Doppler maps
Vial Pierre-Hugo, Magron Paul, Oberlin Thomas, Févotte Cédric, Learning the proximity operator in unfolded admm for phase retrieval. 2022, IEEE Signal Processing Letters. 29. 1619-1623. ISSN 1070-9908
Learning the proximity operator in unfolded admm for phase retrieval
Guilloteau Claire, Oberlin Thomas, Berné Olivier, Dobigeon Nicolas, Informed spatial regularizations for fast fusion of astronomical images : 2022 IEEE International Conference on Image Processing (ICIP). 2022, 29th IEEE International Conference on Image Processing (IEEE ICIP), 2022-10-19 - 2022-10-16 (2022-10-16, Bordeaux)
Alves de Oliveira Vinicius, Chabert Marie, Oberlin Thomas, Poulliat Charly, Bruno Mickael, Latry Christophe, Carlavan Mikael, Henrot Simon, Falzon Frederic, Camarero Roberto, Reduced-Complexity End-to-End Variational Autoencoder for on Board Satellite Image Compression. 2021, Remote Sensing. 13 (3). 447. ISSN 2072-4292
Reduced-Complexity End-to-End Variational Autoencoder for on Board Satellite Image Compression
Vial Pierre-Hugo, Magron Paul, Oberlin Thomas, Févotte Cédric, Phase Retrieval With Bregman Divergences and Application to Audio Signal Recovery. 2021, IEEE Journal of Selected Topics in Signal Processing. 15 (1). 51-64. ISSN 1932-4553
Phase Retrieval With Bregman Divergences and Application to Audio Signal Recovery
Magron Paul, Vial Pierre-Hugo, Oberlin Thomas, Févotte Cédric, Phase recovery with Bregman divergences for audio source separation. 2021, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021-06-06 - 2021-06-11 (2021-06-11, Toronto)
Phase recovery with Bregman divergences for audio source separation
Oberlin Thomas, Verm Mathieu, Regularization via Deep Generative Models : an Analysis Point of View : 2021 IEEE International Conference on Image Processing (ICIP). 2021, 2021 IEEE International Conference on Image Processing (ICIP), 2021 - 2021 (2021, Anchorage)
Oberlin Thomas, Contributions au traitement des images multivariées. 2021.
Gouvert Olivier, Oberlin Thomas, Févotte Cédric, Negative Binomial Matrix Factorization. 2020, IEEE Signal Processing Letters. 27. 815-819. ISSN 1070-9908
Guilloteau Claire, Oberlin Thomas, Berné Olivier, Dobigeon Nicolas, Hyperspectral and Multispectral Image Fusion Under Spectrally Varying Spatial Blurs – Application to High Dimensional Infrared Astronomical Imaging. 2020, IEEE Transactions on Computational Imaging. 6. 1362-1374. ISSN 2573-0436
Alves de Oliveira Vinicius, Oberlin Thomas, Chabert Marie, Poulliat Charly, Mickael Bruno, Latry Christophe, Carlavan Mikael, Henrot Simon, Falzon Frederic, Camarero Roberto, Simplified entropy model for reduced-complexity end-to-end variational autoencoder with application to on-board satellite image compression. 2020, 7th International Workshop on On-Board Payload Data Compression (OBPDC 2020), European Space Agency (ESA) ; Centre national d’études spatiales (CNES), 2020-09-21 - 2020-09-23 (2020-09-23, Virtual)
Gouvert Olivier, Oberlin Thomas, Févotte Cédric, Ordinal Non-negative Matrix Factorization for Recommendation. 2020, 37th International Conference on Machine Learning (ICML 2020), 2020-07-12 - 2020-07-18 (2020-07-18, Virtual)
Ordinal Non-negative Matrix Factorization for Recommendation
Guilloteau Claire, Oberlin Thomas, Berné Olivier, Habart Émilie, Dobigeon Nicolas, Simulated JWST data sets for multispectral and hyperspectral image fusion. 2020, The Astronomical Journal. 160 (1). ISSN 0004-6256
Simulated JWST data sets for multispectral and hyperspectral image fusion
Monier Etienne, Oberlin Thomas, Brun Nathalie, Li Xiaoyan, Tencé Marcel, Dobigeon Nicolas, Fast reconstruction of atomic-scale STEM-EELS images from sparse sampling. 2020, Ultramicroscopy. 215. 112993. ISSN 0304-3991
Fast reconstruction of atomic-scale STEM-EELS images from sparse sampling
Meignen Sylvain, Oberlin Thomas, Pham Duong-Hung, Synchrosqueezing transforms : From low- to high-frequency modulations and perspectives. 2019, Comptes Rendus Physique. 20 (5). 449-460. ISSN 1631-0705
Synchrosqueezing transforms: From low- to high-frequency modulations and perspectives
Cruz Cavalcanti Yanna, Oberlin Thomas, Dobigeon Nicolas, Févotte Cédric, Stute Simon, Ribeiro Maria-Joao, Tauber Clovis, Factor analysis of dynamic PET images : beyond Gaussian noise. 2019, IEEE Transactions on Medical Imaging. 38 (9). 2231-2241. ISSN 0278-0062
Factor analysis of dynamic PET images: beyond Gaussian noise
Ferraris Vinicius, Dobigeon Nicolas, Cruz Cavalcanti Yanna, Oberlin Thomas, Chabert Marie, Coupled dictionary learning for unsupervised change detection between multimodal remote sensing images. 2019, Computer Vision and Image Understanding. 189. 1-15. ISSN 1077-3142
Behera Ratikanta, Meignen Sylvain, Oberlin Thomas, Theoretical analysis of the second-order synchrosqueezing transform. 2018, Applied and Computational Harmonic Analysis. 45 (2). 379-404. ISSN 1063-5203
Theoretical analysis of the second-order synchrosqueezing transform
Cruz Cavalcanti Yanna, Oberlin Thomas, Dobigeon Nicolas, Stute Simon, Ribeiro Maria, Tauber Clovis, Unmixing dynamic PET images with variable specific binding kinetics. 2018, Medical Image Analysis. 49. 117-127. ISSN 1361-8415
Unmixing dynamic PET images with variable specific binding kinetics
Monier Etienne, Oberlin Thomas, Brun Nathalie, Tencé Marcel, De Frutos Maria, Dobigeon Nicolas, Reconstruction of partially sampled multi-band images - Application to EELS microscopy. 2018, IEEE Transactions on Computational Imaging. 4 (4). 585-598. ISSN 2333-9403
Reconstruction of partially sampled multi-band images - Application to EELS microscopy
Monier Etienne, Oberlin Thomas, Brun Nathalie, De Frutos Maria, Tencé Marcel, Dobigeon Nicolas, Reconstruction of partially sampled EELS images : Proceedings of WHISPERS 2018. 2018, 9th IEEE Workshop on Hyperspectral Image and Signal Processing : Evolution in Remote Sensing (WHISPERS 2018), 2018-09-26 - 2018-09-23 (2018-09-23, Amsterdam)
Reconstruction of partially sampled EELS images : Proceedings of WHISPERS 2018
Gouvert Olivier, Oberlin Thomas, Févotte Cédric, Matrix co-factorization for cold-start recommendation : Proceedings of ISMIR 2018. 2018, 19th International Society for Music Information Retrieval Conference (ISMIR 2018), 2018-0927 - 2018-09-23 (2018-09-23, Paris)
Matrix co-factorization for cold-start recommendation : Proceedings of ISMIR 2018
Costa Facundo Hernan, Batatia Hadj, Oberlin Thomas, Tourneret Jean-Yves, Skull conductivity estimation for EEG source localization. 2017, IEEE Signal Processing Letters. 24 (4). 422-426. ISSN 1070-9908
Costa Facundo Hernan, Batatia Hadj, Oberlin Thomas, D’Giano Carlos, Tourneret Jean-Yves, Bayesian EEG source localization using a structured sparsity prior. 2017, NeuroImage. 144 (Part A). 142-152. ISSN 1053-8119
Bayesian EEG source localization using a structured sparsity prior
Cruz Cavalcanti Yanna, Oberlin Thomas, Dobigeon Nicolas, Stute Simon, Tauber Clovis, Démélange d’images TEP dynamiques : Actes de GRETSI 2017. 2017, 26eme Colloque GRETSI sur le Traitement du Signal et des Images (GRETSI 2017), 2017-09-08 - 2017-09-05 (2017-09-05, Juan-les-Pins)
Monier Etienne, Oberlin Thomas, Brun Nathalie, Tencé Marcel, Dobigeon Nicolas, Reconstruction of randomly and partially sampled STEM spectrum-images : Proceedings of Microscopy and Microanalysis 2017. 2017, Microscopy and Microanalysis Meeting (M&M 2017), 2017-08-10 - 2017-08-06 (2017-08-06, Saint-Louis, Missouri)
Meignen Sylvain, Oberlin Thomas, McLaughlin Stephen, Fully adaptive mode decomposition from time-frequency ridges : Proceedings of ICASSP 2017. 2017, 42nd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2017), 2017-03-09 - 2017-03-05 (2017-03-05, New Orleans)
Fully adaptive mode decomposition from time-frequency ridges : Proceedings of ICASSP 2017
Monier Etienne, Oberlin Thomas, Brun Nathalie, Dobigeon Nicolas, Reconstruction de spectres-images partiellement échantillonnés en microscopie EELS : Actes de GRETSI 2017. 2017, 26eme Colloque GRETSI sur le Traitement du Signal et des Images (GRETSI 2017), 2017-09-08 - 2017-09-05 (2017-09-05, Juan-les-Pins)
Oberlin Thomas, Meignen Sylvain, The second-order wavelet synchrosqueezing transform : Proceedings of ICASSP 2017. 2017, 42nd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2017), 2017-03-09 - 2017-03-05 (2017-03-05, New Orleans)
The second-order wavelet synchrosqueezing transform : Proceedings of ICASSP 2017
Cruz Cavalcanti Yanna, Oberlin Thomas, Dobigeon Nicolas, Tauber Clovis, Unmixing dynamic PET images with a PALM algorithm : Proceedings of EUSIPCO 2017. 2017, 25th European Signal Processing Conference (EUSIPCO 2017), 2017-09-02 - 2017-08-28 (2017-08-28, Kos island)
Unmixing dynamic PET images with a PALM algorithm : Proceedings of EUSIPCO 2017
Meignen Sylvain, Oberlin Thomas, Depalle Philippe, Flandrin Patrick, McLaughlin Stephen, Adaptive multimode signal reconstruction from time–frequency representations. 2016, Philosophical Transactions A : Mathematical, Physical and Engineering Sciences. 374 (2065). 1-13. ISSN 1364-503X
Adaptive multimode signal reconstruction from time–frequency representations
Costa Facundo Hernan, Batatia Hadj, Oberlin Thomas, Tourneret Jean-Yves, A Partially Collapsed Gibbs Sampler with Accelerated Convergence for EEG Source Localization : Proceedings of IEEE SSP 2016. 2016, IEEE Workshop on statistical signal processing (SSP 2016), 2016-06-29 - 2016-06-26 (2016-06-26, Palma de Mallorca)
Clausel Marianne, Oberlin Thomas, Perrier Valérie, The monogenic synchrosqueezed wavelet transform : a tool for the decomposition/demodulation of AM–FM images. 2015, Applied and Computational Harmonic Analysis. 39 (3). 450-486. ISSN 1063-5203
Oberlin Thomas, Meignen Sylvain, Perrier Valérie, Second-Order synchrosqueezing transform or invertible reassignment ? Towards ideal time-frequency representations. 2015, IEEE Transactions on Signal Processing. 63 (5). 1335-1344. ISSN 1053-587X
Costa Facundo Hernan, Batatia Hadj, Oberlin Thomas, Tourneret Jean-Yves, EEG source localization based on a structured sparsity prior and a partially collapsed Gibbs sampler : Proceedings of CAMSAP 2015. 2015, 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2015), 2015-12-16 - 2015-12-13 (2015-12-13, Cancun)
Meignen Sylvain, Gardner Timothy J, Oberlin Thomas, Time-Frequency Ridge Analysis Based on the Reassignment Vector : Proceedings of EUSIPCO 2015. 2015, 23rd European Signal and Image Processing Conference (EUSIPCO 2015), 2015-0904 - 2015-08-31 (2015-08-31, Nice)
Time-Frequency Ridge Analysis Based on the Reassignment Vector : Proceedings of EUSIPCO 2015
Oberlin Thomas, Barillot Christian, Gribonval Rémi, Maurel Pierre, Symmetrical EEG-FMRI Imaging by Sparse Regularization : Proceedings of European Signal and Image Processing Conference - EUSIPCO 2015. 2015, European Signal and Image Processing Conference - EUSIPCO 2015, 2015-09-04 - 2015-08-31 (2015-08-31, Nice)
Guilloteau Claire, Oberlin Thomas, Berné Olivier, Dobigeon Nicolas, Fusion of hyperspectral and multispectral infrared astronomical images : Proceedings of SAM 2020, 11th IEEE Workshop on Sensor Array and Multichannel Signal Processing (SAM 2020), 2020-06-11 - 2020-06-08 (2020-06-08, Hangzhou)
Fusion of hyperspectral and multispectral infrared astronomical images : Proceedings of SAM 2020
Ferraris Vinicius, Dobigeon Nicolas, Cruz Cavalcanti Yanna, Oberlin Thomas, Chabert Marie, Unsupervised change detection for multimodal remote sensing images via coupled dictionary learning and sparse coding : Proceedings of ICCASP 2020, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020), 2020-05-08 - 2020-05-04 (2020-05-04, Barcelona)
Oberlin Thomas, Malgouyres François, Wu Jin-Y, Loss functions for denoising compressed images : a comparative study : Proceedings of 27th European Signal Processing Conference (EUSIPCO 2019), 27th European Signal Processing Conference (EUSIPCO 2019), 2019-09-06 - 2019-09-02 (2019-09-02, A Coruña)
Guilloteau Claire, Oberlin Thomas, Berné Olivier, Dobigeon Nicolas, Fusion d’images multispectrales et hyperspectrales pour l’observation en astronomie infrarouge : Actes du colloque GRETSI 2019, 27e colloque du Groupe de Recherche et d’Etudes du Traitement du Signal et des Images (GRETSI 2019), 2019-08-29 - 2019-08-26 (2019-08-26, Lille)
Cruz Cavalcanti Yanna, Oberlin Thomas, Dobigeon Nicolas, Févotte Cédric, Stute Simon, Tauber Clovis, Unmixing dynamic PET images : combining spatial heterogeneity and non-Gaussian noise : Proceedings of ICASSP 2019, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2019), 2019-05-17 - 2019-05-12 (2019-05-12, Brighton)
Gouvert Olivier, Oberlin Thomas, Févotte Cédric, Recommendation from raw data with adaptive compound Poisson factorization : Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, UAI 2019, Tel Aviv, Israel, July 22-25, 2019, Conference on Uncertainty in Artificial Intelligence - UAI 2019, 2019-07-25 - 2019-07-22 (2019-07-22, Tel Aviv)