José M. Bioucas Dias - Google Scholar

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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 WEIData Scientist Lead, J. P. MorganVerified email at jpmchase.com
Gonçalo ValadãoITVerified email at lx.it.pt
Miguel SimõesVerified email at lx.it.pt
joão oliveiraProfessor of Electrical Engineering at Universidade Nova de LisboaVerified email at fct.unl.pt
Paul GaderProfessor, University of FloridaVerified email at essie.ufl.edu
Jón Atli BenediktssonRector/President - Professor of Electrical and Computer Engineering, University of IcelandVerified email at hi.is
Gabriel MartinInstituto de TelecomunicaçõesVerified email at unex.es
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
Miguel Angel VeganzonesAI Team Director at Sherpa.aiVerified email at sher.pa
Afonso TeodoroInstituto de TelecomunicaçõesVerified email at ist.utl.pt
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	2149	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	1972	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	1972	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	1686	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	1119	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	1047	2013
Hyperspectral subspace identification JM Bioucas-Dias, JMP Nascimento IEEE Transactions on Geoscience and Remote Sensing 46 (8), 2435-2445, 2008	964	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	917	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	797	2011
Hyperspectral data exploitation: theory and applications CI Chang John Wiley & Sons, 2007	600	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	533	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	506	2007
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	484	2010
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	482	2012
Phase unwrapping via graph cuts JM Bioucas-Dias, G Valadao IEEE Transactions on Image processing 16 (3), 698-709, 2007	447	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	433	2010
Restoration of Poissonian images using alternating direction optimization MAT Figueiredo, JM Bioucas-Dias IEEE transactions on Image Processing 19 (12), 3133-3145, 2010	416	2010
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	409	2005
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	405	2013
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	400	2015

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