Lucas Drumetz

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Jocelyn ChanussotGrenoble Institute of TechnologyVerified email at gipsa-lab.grenoble-inp.fr
fablet ronanProfessor, IMT Atlantique, Lab-STICCVerified email at imt-atlantique.fr
Christian JuttenEmeritus Prof. of Statistical Signal Processing, Univ. Grenoble Alpes, Institut Universitaire deVerified email at gipsa-lab.fr
Miguel Angel VeganzonesVP of Data in LookieroVerified email at lookiero.com
Said OualaPh.D. Student, IMT-AtlantiqueVerified email at imt-atlantique.fr
Mauro Dalla MuraGIPSA-lab, Grenoble-INP UGA; Institut Universitaire de FranceVerified email at gipsa-lab.grenoble-inp.fr
Guillaume TOCHONAssociate Professor, EPITAVerified email at lrde.epita.fr
François RousseauIMT AtlantiqueVerified email at imt-atlantique.fr
Duong NguyenEkimetrics, ParisVerified email at ekimetrics.com
Ananda PascualInvestigadora Científica, IMEDEA(CSIC-UIB), Spanish National Research CouncilVerified email at imedea.uib-csic.es
Vincent GriponIMT Atlantique and Lab-STICCVerified email at imt-atlantique.fr
Simon HenrotResearch Engineer, Thales Alenia SpaceVerified email at thalesaleniaspace.com
Andrea BertozziProf. of Math. and Mech. & Aero. Eng., Betsy Wood Knapp Chair for Innovation and Creativity, UCLAVerified email at math.ucla.edu
Nicolas CourtyFull Professor, Université Bretagne Sud, laboratoire IRISAVerified email at univ-ubs.fr
Clément BonetUniversité Bretagne SudVerified email at univ-ubs.fr
Antonio Plaza (ORCID: 0000-0002-96...IEEE Fellow, Head of the Hyperspectral Computing Laboratory, University of Extremadura, SpainVerified email at unex.es
Ronald PhlypoAssociate professor, ViBS @ GIPSA-Lab, Grenoble INPVerified email at grenoble-inp.fr
Javier MarcelloInstituto de Oceanografía y Cambio Global (IOCAG), Universidad de Las Palmas de Gran Canaria (ULPGC)Verified email at ulpgc.es
Consuelo Gonzalo-MartínCatedrática de Universidad (UPM)Verified email at upm.es
Edurne Ibarrola-Ulzurrun, PhDKunak TechnologiesVerified email at kunak.es

Lucas Drumetz

IMT Atlantique, Lab-STICC, Brest, France

Verified email at imt-atlantique.fr

Hyperspectral image processing remote sensing signal processing machine learning convex optimization


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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	180	2016
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	77	2014
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	69	2021
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	60	2019
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	44*	2016
Residual networks as flows of diffeomorphisms F Rousseau, L Drumetz, R Fablet Journal of Mathematical Imaging and Vision 62, 365-375, 2020	41	2020
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), 103121, 2020	33	2020
Em-like learning chaotic dynamics from noisy and partial observations D Nguyen, S Ouala, L Drumetz, R Fablet arXiv preprint arXiv:1903.10335, 2019	33	2019
Hyperspectral classification through unmixing abundance maps addressing spectral variability E Ibarrola-Ulzurrun, L Drumetz, J Marcello, C Gonzalo-Martin, ... IEEE Transactions on Geoscience and Remote Sensing 57 (7), 4775-4788, 2019	32	2019
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	25	2020
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	24	2019
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	23	2021
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	20	2016
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	17	2020
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	13	2017
Efficient gradient flows in sliced-wasserstein space C Bonet, N Courty, F Septier, L Drumetz Transactions on Machine Learning Research, 2022	12*	2022
Hyperspectral local intrinsic dimensionality L Drumetz, MA Veganzones, RM Gómez, G Tochon, M Dalla Mura, ... IEEE Transactions on Geoscience and Remote Sensing 54 (7), 4063-4078, 2016	12	2016
Binary partition tree-based local spectral unmixing L Drumetz, MA Veganzones, R Marrero, G Tochon, M Dalla Mura, A Plaza, ... 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2014	12	2014
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	10	2020
Estimating the number of endmembers to use in spectral unmixing of hyperspectral data with collaborative sparsity L Drumetz, G Tochon, J Chanussot, C Jutten Latent Variable Analysis and Signal Separation: 13th International …, 2017	10	2017

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