Publications

Article

Alves de Oliveira, Vinicius and Chabert, Marie and Oberlin, Thomas and Poulliat, Charly and Bruno, Mickael and Latry, Christophe and Carlavan, Mikael and Henrot, Simon and Falzon, Frederic and Camarero, Roberto. Satellite Image Compression and Denoising With Neural Networks. (2022) IEEE Geoscience and Remote Sensing Letters, 19. 1-5. ISSN 1545-598X

Lucas, Sylvain and Oberlin, Thomas and Goiffon, Vincent and 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

Meignen, Sylvain and Laurent, Nils and 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

Alves de Oliveira, Vinicius and Chabert, Marie and Oberlin, Thomas and Poulliat, Charly and Bruno, Mickael and Latry, Christophe and Carlavan, Mikael and Henrot, Simon and Falzon, Frederic and Camarero, Roberto. Reduced-Complexity End-to-End Variational Autoencoder for on Board Satellite Image Compression. (2021) Remote Sensing, 13 (3). 447. ISSN 2072-4292

Vial, Pierre-Hugo and Magron, Paul and Oberlin, Thomas and 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

Monier, Etienne and Oberlin, Thomas and Brun, Nathalie and Li, Xiaoyan and Tencé, Marcel and Dobigeon, Nicolas. Fast reconstruction of atomic-scale STEM-EELS images from sparse sampling. (2020) Ultramicroscopy, 215. 112993. ISSN 0304-3991

Guilloteau, Claire and Oberlin, Thomas and Berné, Olivier and 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

Gouvert, Olivier and Oberlin, Thomas and Févotte, Cédric. Negative Binomial Matrix Factorization. (2020) IEEE Signal Processing Letters, 27. 815-819. ISSN 1070-9908

Guilloteau, Claire and Oberlin, Thomas and Berné, Olivier and Habart, Émilie and Dobigeon, Nicolas. Simulated JWST data sets for multispectral and hyperspectral image fusion. (2020) The Astronomical Journal, 160 (1). ISSN 0004-6256

Ferraris, Vinicius and Dobigeon, Nicolas and Cruz Cavalcanti, Yanna and Oberlin, Thomas and 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

Meignen, Sylvain and Oberlin, Thomas and Pham, Duong-Hung. Synchrosqueezing transforms: From low- to high-frequency modulations and perspectives. (2019) Comptes Rendus Physique, 20 (5). 449-460. ISSN 1631-0705

Cruz Cavalcanti, Yanna and Oberlin, Thomas and Dobigeon, Nicolas and Févotte, Cédric and Stute, Simon and Ribeiro, Maria-Joao and Tauber, Clovis. Factor analysis of dynamic PET images: beyond Gaussian noise. (2019) IEEE Transactions on Medical Imaging, 38 (9). 2231-2241. ISSN 0278-0062

Monier, Etienne and Oberlin, Thomas and Brun, Nathalie and Tencé, Marcel and De Frutos, Maria and 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

Cruz Cavalcanti, Yanna and Oberlin, Thomas and Dobigeon, Nicolas and Stute, Simon and Ribeiro, Maria and Tauber, Clovis. Unmixing dynamic PET images with variable specific binding kinetics. (2018) Medical Image Analysis, 49. 117-127. ISSN 1361-8415

Behera, Ratikanta and Meignen, Sylvain and Oberlin, Thomas. Theoretical analysis of the second-order synchrosqueezing transform. (2018) Applied and Computational Harmonic Analysis, 45 (2). 379-404. ISSN 1063-5203

Costa, Facundo Hernan and Batatia, Hadj and Oberlin, Thomas and 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 and Batatia, Hadj and Oberlin, Thomas and D'Giano, Carlos and Tourneret, Jean-Yves. Bayesian EEG source localization using a structured sparsity prior. (2017) NeuroImage, 144 (Part A). 142-152. ISSN 1053-8119

Meignen, Sylvain and Oberlin, Thomas and Depalle, Philippe and Flandrin, Patrick and 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

Clausel, Marianne and Oberlin, Thomas and 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 and Meignen, Sylvain and Perrier, Valerie. 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

Conference or Workshop Item

Decourt, Colin and VanRullen, Rufin and Salle, Didier and Oberlin, Thomas. DAROD: A Deep Automotive Radar Object Detector on Range-Doppler maps. (2022) In: 2022 IEEE Intelligent Vehicles Symposium (IV), 4 June 2022 - 9 June 2022 (Aachen, Germany).

Magron, Paul and Vial, Pierre-Hugo and Oberlin, Thomas and Févotte, Cédric. Phase recovery with Bregman divergences for audio source separation. (2021) In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 6 June 2021 - 11 June 2021 (Toronto, Canada).

Oberlin, Thomas and Verm, Mathieu. Regularization via Deep Generative Models: an Analysis Point of View. (2021) In: 2021 IEEE International Conference on Image Processing (ICIP), 2021 - 2021 (Anchorage, United States).

Guilloteau, Claire and Oberlin, Thomas and Berné, Olivier and Dobigeon, Nicolas. Fusion of hyperspectral and multispectral infrared astronomical images. (2020) In: 11th IEEE Workshop on Sensor Array and Multichannel Signal Processing (SAM 2020), 8 June 2020 - 11 June 2020 (Hangzhou, China).

Ferraris, Vinicius and Dobigeon, Nicolas and Cruz Cavalcanti, Yanna and Oberlin, Thomas and Chabert, Marie. Unsupervised change detection for multimodal remote sensing images via coupled dictionary learning and sparse coding. (2020) In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020), 4 May 2020 - 8 May 2020 (Barcelona, Spain).

Gouvert, Olivier and Oberlin, Thomas and Févotte, Cédric. Ordinal Non-negative Matrix Factorization for Recommendation. (2020) In: 37th International Conference on Machine Learning (ICML 2020), 12 July 2020 - 18 July 2020 (Virtual, Austria).

Alves de Oliveira, Vinicius and Oberlin, Thomas and Chabert, Marie and Poulliat, Charly and Mickael, Bruno and Latry, Christophe and Carlavan, Mikael and Henrot, Simon and Falzon, Frederic and Camarero, Roberto. Simplified entropy model for reduced-complexity end-to-end variational autoencoder with application to on-board satellite image compression. (2020) In: 7th International Workshop on On-Board Payload Data Compression (OBPDC 2020), European Space Agency (ESA); Centre national d’études spatiales (CNES), 21 September 2020 - 23 September 2020 (Virtual, Greece).

Oberlin, Thomas and Malgouyres, François and Wu, Jin-Yi. Loss functions for denoising compressed images: a comparative study. (2019) In: 27th European Signal Processing Conference (EUSIPCO 2019), 2 September 2019 - 6 September 2019 (A Coruña, Spain).

Cruz Cavalcanti, Yanna and Oberlin, Thomas and Dobigeon, Nicolas and Févotte, Cédric and Stute, Simon and Tauber, Clovis. Unmixing dynamic PET images: combining spatial heterogeneity and non-Gaussian noise. (2019) In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2019), 12 May 2019 - 17 May 2019 (Brighton, United Kingdom).

Guilloteau, Claire and Oberlin, Thomas and Berné, Olivier and Dobigeon, Nicolas. Fusion d'images multispectrales et hyperspectrales pour l'observation en astronomie infrarouge. (2019) In: 27e colloque du Groupe de Recherche et d'Etudes du Traitement du Signal et des Images (GRETSI 2019), 26 August 2019 - 29 August 2019 (Lille, France).

Guilloteau, Claire and Oberlin, Thomas and Berné, Olivier and Dobigeon, Nicolas. Fusion of hyperspectral and multispectral infrared astronomical images. (2019) In: Workshop on Signal Processing with Adaptative Sparse Structured Representations (SPARS 2019), 1 April 2019 - 4 April 2019 (Toulouse, France).

Gouvert, Olivier and Oberlin, Thomas and Févotte, Cédric. Recommendation from raw data with adaptive compound Poisson factorization. (2019) In: Conference on Uncertainty in Artificial Intelligence - UAI 2019, 22 July 2019 - 25 July 2019 (Tel Aviv, Israel).

Monier, Etienne and Oberlin, Thomas and Brun, Nathalie and Tencé, Marcel and De Frutos, Marta and Dobigeon, Nicolas. Reconstruction de spectres-images STEM-EELS partiellement échantillonnés. (2019) In: 16e Colloque de la Société Française des Microscopies (SFU 2019), 2 July 2019 - 5 July 2019 (Poitiers, France).

Monier, Etienne and Oberlin, Thomas and Brun, Nathalie and De Frutos, Maria and Tencé, Marcel and Dobigeon, Nicolas. Reconstruction of partially sampled EELS images. (2018) In: 9th IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS 2018), 23 September 2018 - 26 September 2018 (Amsterdam, Netherlands).

Gouvert, Olivier and Oberlin, Thomas and Févotte, Cédric. Matrix co-factorization for cold-start recommendation. (2018) In: 19th International Society for Music Information Retrieval Conference (ISMIR 2018), 23 September 2018 - 27 September 2018 (Paris, France).

Monier, Etienne and Oberlin, Thomas and Brun, Nathalie and Tencé, Marcel and Dobigeon, Nicolas. Reconstruction of randomly and partially sampled STEM spectrum-images. (2017) In: Microscopy and Microanalysis Meeting (M&M 2017), 6 August 2017 - 10 August 2017 (Saint-Louis, Missouri, United States).

Cruz Cavalcanti, Yanna and Oberlin, Thomas and Dobigeon, Nicolas and Stute, Simon and Tauber, Clovis. Démélange d'images TEP dynamiques. (2017) In: 26eme Colloque GRETSI sur le Traitement du Signal et des Images (GRETSI 2017), 5 September 2017 - 8 September 2017 (Juan-les-Pins, France).

Meignen, Sylvain and Oberlin, Thomas and Mc Laughlin, Stephen. Fully adaptive mode decomposition from time-frequency ridges. (2017) In: 42nd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2017), 5 March 2017 - 9 March 2017 (New Orleans, United States).

Monier, Etienne and Oberlin, Thomas and Brun, Nathalie and Dobigeon, Nicolas. Reconstruction de spectres-images partiellement échantillonnés en microscopie EELS. (2017) In: 26eme Colloque GRETSI sur le Traitement du Signal et des Images (GRETSI 2017), 5 September 2017 - 8 September 2017 (Juan-les-Pins, France).

Oberlin, Thomas and Meignen, Sylvain. The second-order wavelet synchrosqueezing transform. (2017) In: 42nd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2017), 5 March 2017 - 9 March 2017 (New Orleans, United States).

Cruz Cavalcanti, Yanna and Oberlin, Thomas and Dobigeon, Nicolas and Tauber, Clovis. Unmixing dynamic PET images with a PALM algorithm. (2017) In: 25th European Signal Processing Conference (EUSIPCO 2017), 28 August 2017 - 2 September 2017 (Kos island, Greece).

Costa, Facundo Hernan and Batatia, Hadj and Oberlin, Thomas and Tourneret, Jean-Yves. A Partially Collapsed Gibbs Sampler with Accelerated Convergence for EEG Source Localization. (2016) In: IEEE Workshop on statistical signal processing (SSP 2016), 26 June 2016 - 29 June 2016 (Palma de Mallorca, Spain).

Oberlin, Thomas and Barillot, Christian and Gribonval, Rémi and Maurel, Pierre. Symmetrical EEG-FMRI Imaging by Sparse Regularization. (2015) In: European Signal and Image Processing Conference - EUSIPCO 2015, 31 August 2015 - 4 September 2015 (Nice, France). (Unpublished)

Costa, Facundo Hernan and Batatia, Hadj and Oberlin, Thomas and Tourneret, Jean-Yves. EEG source localization based on a structured sparsity prior and a partially collapsed Gibbs sampler. (2015) In: 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2015), 13 December 2015 - 16 December 2015 (Cancun, Mexico).

Meignen, Sylvain and Gardner, Timothy J. and Oberlin, Thomas. Time-Frequency Ridge Analysis Based on the Reassignment Vector. (2015) In: 23rd European Signal and Image Processing Conference (EUSIPCO 2015), 31 August 2015 - 4 September 2015 (Nice, France).

HDR

Oberlin, Thomas. Contributions au traitement des images multivariées. (2021) [HDR]