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 TOCHONAssistant Professor, EPITAVerified email at lrde.epita.fr
François RousseauIMT AtlantiqueVerified email at imt-atlantique.fr
Duong NGUYENIMT Atlantique, Lab-STICCVerified email at imt-atlantique.fr
Ananda PascualInvestigadora Científica, IMEDEA(CSIC-UIB), Spanish National Research CouncilVerified email at imedea.uib-csic.es
Andrea BertozziProf. of Math. and Mech. & Aero. Eng., Betsy Wood Knapp Chair for Innovation and Creativity, UCLAVerified email at math.ucla.edu
Antonio PlazaIEEE 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
José M. Bioucas DiasInstituto de Telecomunicações, Instituto Superior Técnico, Universidade de Lisboa, PortugalVerified email at lx.it.pt
Ricardo BorsoiUFSCVerified email at ucs.br
Jean-Yves TourneretUniversity of Toulouse, ENSEEIHT-IRITVerified email at enseeiht.fr
Alina ZareProfessor of Electrical and Computer Engineering, University of FloridaVerified email at ece.ufl.edu

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	154	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	71	2014
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	49	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	42*	2016
Spectral variability in hyperspectral data unmixing: A comprehensive review RA Borsoi, T Imbiriba, JCM Bermudez, C Richard, J Chanussot, ... arXiv preprint arXiv:2001.07307, 2020	40	2020
Residual networks as flows of diffeomorphisms F Rousseau, L Drumetz, R Fablet Journal of Mathematical Imaging and Vision 62 (3), 365-375, 2020	29	2020
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	24	2019
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	21	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	20	2019
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	19	2016
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	18	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	18	2019
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
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	13	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
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	11	2020
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	9	2021
Estimating the number of endmembers to use in spectral unmixing of hyperspectral data with collaborative sparsity L Drumetz, G Tochon, J Chanussot, C Jutten International Conference on Latent Variable Analysis and Signal Separation …, 2017	8	2017
Semiautomatic classification of cementitious materials using scanning electron microscope images L Drumetz, MD Mura, S Meulenyzer, S Lombard, J Chanussot Journal of Electronic Imaging 24 (6), 061109, 2015	8	2015
Semiautomatic classification of cementitious materials using scanning electron microscope images L Drumetz, M Dalla Mura, S Meulenyzer, S Lombard, J Chanussot QCAV 2015 : 12th International Conference on Quality Control by Artificial …, 2015	8	2015

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