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Lucas Drumetz
Lucas Drumetz
IMT Atlantique, Lab-STICC, Brest, France
Verified email at imt-atlantique.fr
Title
Cited by
Cited by
Year
Blind hyperspectral unmixing using an extended linear mixing model to address spectral variability
L Drumetz, MA Veganzones, S Henrot, R Phlypo, J Chanussot, C Jutten
IEEE Transactions on Image Processing 25 (8), 3890-3905, 2016
2212016
Spectral variability in hyperspectral data unmixing: A comprehensive review
RA Borsoi, T Imbiriba, JCM Bermudez, C Richard, J Chanussot, ...
IEEE geoscience and remote sensing magazine 9 (4), 223-270, 2021
1232021
A new extended linear mixing model to address spectral variability
MA Veganzones, L Drumetz, G Tochon, M Dalla Mura, A Plaza, ...
2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2014
902014
Hyperspectral image unmixing with endmember bundles and group sparsity inducing mixed norms
L Drumetz, TR Meyer, J Chanussot, AL Bertozzi, C Jutten
IEEE Transactions on Image Processing 28 (7), 3435-3450, 2019
742019
Residual networks as flows of diffeomorphisms
F Rousseau, L Drumetz, R Fablet
Journal of Mathematical Imaging and Vision 62, 365-375, 2020
552020
Variability of the endmembers in spectral unmixing: recent advances
L Drumetz, J Chanussot, C Jutten
2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2016
49*2016
Learning latent dynamics for partially observed chaotic systems
S Ouala, D Nguyen, L Drumetz, B Chapron, A Pascual, F Collard, ...
Chaos: An Interdisciplinary Journal of Nonlinear Science 30 (10), 2020
482020
Learning variational data assimilation models and solvers
R Fablet, B Chapron, L Drumetz, E Mémin, O Pannekoucke, F Rousseau
Journal of Advances in Modeling Earth Systems 13 (10), e2021MS002572, 2021
452021
Em-like learning chaotic dynamics from noisy and partial observations
D Nguyen, S Ouala, L Drumetz, R Fablet
arXiv preprint arXiv:1903.10335, 2019
402019
Hyperspectral classification through unmixing abundance maps addressing spectral variability
E Ibarrola-Ulzurrun, L Drumetz, J Marcello, C Gonzalo-Martín, ...
IEEE Transactions on Geoscience and Remote Sensing 57 (7), 4775-4788, 2019
352019
Spectral variability aware blind hyperspectral image unmixing based on convex geometry
L Drumetz, J Chanussot, C Jutten, WK Ma, A Iwasaki
IEEE Transactions on Image Processing 29, 4568-4582, 2020
312020
Spectral unmixing: A derivation of the extended linear mixing model from the Hapke model
L Drumetz, J Chanussot, C Jutten
IEEE Geoscience and Remote Sensing Letters 17 (11), 1866-1870, 2019
292019
Efficient gradient flows in sliced-Wasserstein space
C Bonet, N Courty, F Septier, L Drumetz
Transactions on Machine Learning Research, 2022
23*2022
Blind hyperspectral unmixing based on graph total variation regularization
J Qin, H Lee, JT Chi, L Drumetz, J Chanussot, Y Lou, AL Bertozzi
IEEE Transactions on Geoscience and Remote Sensing 59 (4), 3338-3351, 2020
222020
Spherical sliced-wasserstein
C Bonet, P Berg, N Courty, F Septier, L Drumetz, MT Pham
arXiv preprint arXiv:2206.08780, 2022
202022
Hyperspectral unmixing with material variability using social sparsity
TR Meyer, L Drumetz, J Chanussot, AL Bertozzi, C Jutten
2016 IEEE International Conference on Image Processing (ICIP), 2187-2191, 2016
202016
Variational deep learning for the identification and reconstruction of chaotic and stochastic dynamical systems from noisy and partial observations
D Nguyen, S Ouala, L Drumetz, R Fablet
arXiv preprint arXiv:2009.02296, 2020
152020
Joint interpolation and representation learning for irregularly sampled satellite-derived geophysical fields
R Fablet, M Beauchamp, L Drumetz, F Rousseau
Frontiers in Applied Mathematics and Statistics 7, 655224, 2021
142021
Relationships between nonlinear and space-variant linear models in hyperspectral image unmixing
L Drumetz, B Ehsandoust, J Chanussot, B Rivet, M Babaie-Zadeh, ...
IEEE Signal Processing Letters 24 (10), 1567-1571, 2017
142017
Assimilation-based learning of chaotic dynamical systems from noisy and partial data
D Nguyen, S Ouala, L Drumetz, R Fablet
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
132020
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