José M. Bioucas Dias

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Antonio PlazaIEEE Fellow, Head of the Hyperspectral Computing Laboratory, University of Extremadura, SpainVerified email at unex.es
Mario A. T. FigueiredoInstituto de Telecomunicações; Instituto Superior Técnico, Universidade de Lisboa, PortugalVerified email at ist.utl.pt
jun liSun Yat-Sen UniversityVerified email at mail.sysu.edu.cn
Jocelyn ChanussotGrenoble Institute of TechnologyVerified email at gipsa-lab.grenoble-inp.fr
Nicolas DobigeonProfessor, IUF, ANITI & IRIT/INP-ENSEEIHT, Univ. of Toulouse, FranceVerified email at enseeiht.fr
Marian-Daniel IordacheVITO-TAP, Mol, BelgiumVerified email at vito.be
Manya AfonsoWageningen University and ResearchVerified email at wur.nl
Jean-Yves TourneretUniversity of Toulouse, ENSEEIHT-IRITVerified email at enseeiht.fr
Qi WEIAI/ML Lead, J. P. MorganVerified email at jpmchase.com
Gonçalo ValadãoITVerified email at lx.it.pt
Miguel SimõesKU LeuvenVerified email at kuleuven.be
João OliveiraAssistant Professor, ISCTE - University Institute of LisbonVerified email at iscte-iul.pt
Paul GaderProfessor, University of FloridaVerified email at essie.ufl.edu
Gabriel MartinUniversity of Cambrigde, Dept. of Engineering Div D.Verified email at unex.es
Jón Atli BenediktssonRector/President - Professor of Electrical and Computer Engineering, University of IcelandVerified email at hi.is
Mario ParenteAssociate Professor of Electrical and Computer Engineering, University of Massachusetts AmherstVerified email at ecs.umass.edu
Wing-Kin MaDepartment of Electronic Engineering, The Chinese University of Hong KongVerified email at ieee.org
Afonso TeodoroInstituto de TelecomunicaçõesVerified email at ist.utl.pt
Miguel Angel VeganzonesAI Team Director at Sherpa.aiVerified email at sher.pa
Filipe CondessaBosch Center for Artificial IntelligenceVerified email at us.bosch.com

José M. Bioucas Dias

Instituto de Telecomunicações, Instituto Superior Técnico, Universidade de Lisboa, Portugal

Verified email at lx.it.pt - Homepage

Signal and image processing inverse problems optimization remote sensing


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Vertex component analysis: A fast algorithm to unmix hyperspectral data JMP Nascimento, JMB Dias IEEE transactions on Geoscience and Remote Sensing 43 (4), 898-910, 2005	2271	2005
Hyperspectral unmixing overview: Geometrical, statistical, and sparse regression-based approaches JM Bioucas-Dias, A Plaza, N Dobigeon, M Parente, Q Du, P Gader, ... IEEE journal of selected topics in applied earth observations and remote …, 2012	2144	2012
Hyperspectral unmixing overview: geometrical, statistical, and sparse regression-based approaches JM Bioucas-Dias, A Plaza, N Dobigeon, M Parente, Q Du, J Chanussot IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2012	2144	2012
A new TwIST: Two-step iterative shrinkage/thresholding algorithms for image restoration JM Bioucas-Dias, MAT Figueiredo IEEE Transactions on Image processing 16 (12), 2992-3004, 2007	1779	2007
Fast image recovery using variable splitting and constrained optimization MV Afonso, JM Bioucas-Dias, MAT Figueiredo IEEE transactions on image processing 19 (9), 2345-2356, 2010	1187	2010
Hyperspectral remote sensing data analysis and future challenges JM Bioucas-Dias, A Plaza, G Camps-Valls, P Scheunders, N Nasrabadi, ... IEEE Geoscience and remote sensing magazine 1 (2), 6-36, 2013	1176	2013
Hyperspectral subspace identification JM Bioucas-Dias, JMP Nascimento IEEE Transactions on Geoscience and Remote Sensing 46 (8), 2435-2445, 2008	1019	2008
An augmented Lagrangian approach to the constrained optimization formulation of imaging inverse problems MV Afonso, JM Bioucas-Dias, MAT Figueiredo IEEE Transactions on Image Processing 20 (3), 681-695, 2010	966	2010
Sparse unmixing of hyperspectral data MD Iordache, JM Bioucas-Dias, A Plaza IEEE Transactions on Geoscience and Remote Sensing 49 (6), 2014-2039, 2011	843	2011
Hyperspectral data exploitation: theory and applications CI Chang John Wiley & Sons, 2007	620	2007
Spectral–spatial hyperspectral image segmentation using subspace multinomial logistic regression and Markov random fields J Li, JM Bioucas-Dias, A Plaza IEEE Transactions on Geoscience and Remote Sensing 50 (3), 809-823, 2011	569	2011
Majorization–minimization algorithms for wavelet-based image restoration MAT Figueiredo, JM Bioucas-Dias, RD Nowak IEEE Transactions on Image processing 16 (12), 2980-2991, 2007	536	2007
Total variation spatial regularization for sparse hyperspectral unmixing MD Iordache, JM Bioucas-Dias, A Plaza IEEE Transactions on Geoscience and Remote Sensing 50 (11), 4484-4502, 2012	521	2012
Alternating direction algorithms for constrained sparse regression: Application to hyperspectral unmixing JM Bioucas-Dias, MAT Figueiredo 2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2010	517	2010
Phase unwrapping via graph cuts JM Bioucas-Dias, G Valadao IEEE Transactions on Image processing 16 (3), 698-709, 2007	491	2007
Semisupervised hyperspectral image segmentation using multinomial logistic regression with active learning J Li, JM Bioucas-Dias, A Plaza IEEE Transactions on Geoscience and Remote Sensing 48 (11), 4085-4098, 2010	470	2010
Hyperspectral pansharpening: A review L Loncan, LB De Almeida, JM Bioucas-Dias, X Briottet, J Chanussot, ... IEEE Geoscience and remote sensing magazine 3 (3), 27-46, 2015	447	2015
Restoration of Poissonian images using alternating direction optimization MAT Figueiredo, JM Bioucas-Dias IEEE transactions on Image Processing 19 (12), 3133-3145, 2010	439	2010
Generalized composite kernel framework for hyperspectral image classification J Li, PR Marpu, A Plaza, JM Bioucas-Dias, JA Benediktsson IEEE transactions on geoscience and remote sensing 51 (9), 4816-4829, 2013	430	2013
Does independent component analysis play a role in unmixing hyperspectral data? JMP Nascimento, JMB Dias IEEE Transactions on Geoscience and Remote Sensing 43 (1), 175-187, 2005	425	2005

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