| Hyperspectral unmixing with spectral variability using a perturbed linear mixing model PA Thouvenin, N Dobigeon, JY Tourneret IEEE Transactions on Signal Processing 64 (2), 525-538, 2015 | 206 | 2015 |
| Online unmixing of multitemporal hyperspectral images accounting for spectral variability PA Thouvenin, N Dobigeon, JY Tourneret IEEE Transactions on Image Processing 25 (9), 3979-3990, 2016 | 49 | 2016 |
| A hierarchical Bayesian model accounting for endmember variability and abrupt spectral changes to unmix multitemporal hyperspectral images PA Thouvenin, N Dobigeon, JY Tourneret IEEE Transactions on Computational Imaging 4 (1), 32-45, 2017 | 26 | 2017 |
| Partially asynchronous distributed unmixing of hyperspectral images PA Thouvenin, N Dobigeon, JY Tourneret IEEE Transactions on Geoscience and Remote Sensing 57 (4), 2009-2021, 2018 | 12 | 2018 |
| Parallel faceted imaging in radio interferometry via proximal splitting (Faceted HyperSARA): I. Algorithm and simulations PA Thouvenin, A Abdulaziz, A Dabbech, A Repetti, Y Wiaux Monthly Notices of the Royal Astronomical Society 521 (1), 1-19, 2023 | 11 | 2023 |
| Estimation de variabilité pour le démélange non-supervisé d'images hyperspectrales PA Thouvenin, N Dobigeon, JY Tourneret 25eme Colloque Groupe de Recherche et d'Etudes du Traitement du Signal et …, 2015 | 7 | 2015 |
| Deep learning denoising by dimension reduction: Application to the ORION-B line cubes L Einig, J Pety, A Roueff, P Vandame, J Chanussot, M Gerin, JH Orkisz, ... Astronomy & Astrophysics 677, A158, 2023 | 6 | 2023 |
| Modeling spatial and temporal variabilities in hyperspectral image unmixing PA Thouvenin Institut National Polytechnique de Toulouse-INPT, 2017 | 6 | 2017 |
| Unmixing multitemporal hyperspectral images with variability: an online algorithm PA Thouvenin, N Dobigeon, JY Tourneret 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 5 | 2016 |
| Parallel faceted imaging in radio interferometry via proximal splitting (Faceted HyperSARA)–II. Code and real data proof of concept PA Thouvenin, A Dabbech, M Jiang, A Abdulaziz, JP Thiran, A Jackson, ... Monthly Notices of the Royal Astronomical Society 521 (1), 20-34, 2023 | 4 | 2023 |
| HCN emission from translucent gas and UV-illuminated cloud edges revealed by wide-field IRAM 30 m maps of the Orion B GMC-Revisiting its role as a tracer of the dense gas … MG Santa-Maria, JR Goicoechea, J Pety, M Gerin, JH Orkisz, F Le Petit, ... Astronomy & Astrophysics 679, A4, 2023 | 3 | 2023 |
| Unmixing multitemporal hyperspectral images accounting for smooth and abrupt variations PA Thouvenin, N Dobigeon, JY Tourneret 2017 25th European Signal Processing Conference (EUSIPCO), 2378-2382, 2017 | 3 | 2017 |
| Efficient sampling of non log-concave posterior distributions with mixture of noises P Palud, PA Thouvenin, P Chainais, E Bron, F Le Petit IEEE Transactions on Signal Processing, 2023 | 2 | 2023 |
| A distributed Gibbs sampler with hypergraph structure for high-dimensional inverse problems PA Thouvenin, A Repetti, P Chainais Journal of Computational and Graphical Statistics, 2022 | 2 | 2022 |
| A versatile distributed MCMC algorithm for large scale inverse problems PA Thouvenin, A Repetti, P Chainais 2022 30th European Signal Processing Conference (EUSIPCO), 2016-2020, 2022 | 2 | 2022 |
| Revealing which Combinations of Molecular Lines are Sensitive to the Gas Physical Parameters of Molecular Clouds-Astrophysics Meet Data Science towards the Orion B Cloud J Pety, M Gerin, E Bron, P Gratier, JH Orkisz, P Palud, A Roueff, L Einig, ... EPJ Web of Conferences 265, 00048, 2022 | 2 | 2022 |
| Time-regularized blind deconvolution approach for radio interferometry PA Thouvenin, A Repetti, A Dabbech, Y Wiaux 2018 IEEE 10th Sensor Array and Multichannel Signal Processing Workshop (SAM …, 2018 | 2 | 2018 |
| Une approche distribuée asynchrone pour la factorisation en matrices non-négatives-Application au démélange hyperspectral PA Thouvenin, N Dobigeon, JY Tourneret 26eme Colloque GRETSI sur le Traitement du Signal et des Images (GRETSI 2017 …, 2017 | 2 | 2017 |
| A perturbed linear mixing model accounting for spectral variability PA Thouvenin, N Dobigeon, JY Tourneret 2015 23rd European Signal Processing Conference (EUSIPCO), 814-818, 2015 | 2 | 2015 |
| Mixture of noises and sampling of non-log-concave posterior distributions P Palud, P Chainais, F Le Petit, E Bron, PA Thouvenin, M Vono, L Einig, ... 2022 30th European Signal Processing Conference (EUSIPCO), 2031-2035, 2022 | 1 | 2022 |
