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 LisboaVerified email at tecnico.ulisboa.pt
jun liChina University of Geosciences (Wuhan)Verified email at mail.sysu.edu.cn
Jocelyn ChanussotINRIA, on leave from Grenoble INPVerified email at grenoble-inp.fr
Nicolas DobigeonProfessor, IRIT/INP-ENSEEIHT & ANITI, Univ. of Toulouse, FranceVerified email at enseeiht.fr
Marian-Daniel IordacheVITO-TAP, Mol, BelgiumVerified email at vito.be
Qi WEIUberVerified email at uber.com
Jean-Yves TourneretUniversity of Toulouse, ENSEEIHT-IRITVerified email at enseeiht.fr
Manya AfonsoWageningen University and ResearchVerified email at wur.nl
Miguel SimõesVerified email at lx.it.pt
Gonçalo ValadãoITVerified email at lx.it.pt
Paul GaderProfessor, University of FloridaVerified email at essie.ufl.edu
João OliveiraAssistant Professor, ISCTE - University Institute of LisbonVerified email at iscte-iul.pt
Jón Atli BenediktssonRector/President - Professor of Electrical and Computer Engineering, University of IcelandVerified email at hi.is
Gabriel Martin HernandezUniversity of Cambrigde, Dept. of Engineering Div D.Verified email at lx.it.pt
Miguel Angel VeganzonesVP of Data in LookieroVerified email at lookiero.com
Afonso TeodoroInstituto de TelecomunicaçõesVerified email at ist.utl.pt
Wing-Kin MaDepartment of Electronic Engineering, The Chinese University of Hong KongVerified email at ieee.org
Mario ParenteAssociate Professor of Electrical and Computer Engineering, University of Massachusetts AmherstVerified email at ecs.umass.edu
V.KatkovnikProfessor of Computer ScienceVerified email at tuni.fi

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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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	3055	2012
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	3040	2005
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	2444	2007
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	2138	2013
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	1517	2010
Hyperspectral subspace identification JM Bioucas-Dias, JMP Nascimento IEEE Transactions on Geoscience and Remote Sensing 46 (8), 2435-2445, 2008	1337	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	1257	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	1189	2011
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	832	2015
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	810	2012
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	793	2011
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	768	2010
A convex formulation for hyperspectral image superresolution via subspace-based regularization M Simoes, J Bioucas‐Dias, LB Almeida, J Chanussot IEEE Transactions on Geoscience and Remote Sensing 53 (6), 3373-3388, 2014	742	2014
Phase unwrapping via graph cuts JM Bioucas-Dias, G Valadao IEEE Transactions on Image processing 16 (3), 698-709, 2007	697	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	694	2010
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	668	2007
Hyperspectral and multispectral image fusion based on a sparse representation Q Wei, J Bioucas-Dias, N Dobigeon, JY Tourneret IEEE Transactions on Geoscience and Remote Sensing 53 (7), 3658-3668, 2015	659	2015
A variable splitting augmented Lagrangian approach to linear spectral unmixing JM Bioucas-Dias 2009 First workshop on hyperspectral image and signal processing: Evolution …, 2009	547	2009
Restoration of Poissonian images using alternating direction optimization MAT Figueiredo, JM Bioucas-Dias IEEE transactions on Image Processing 19 (12), 3133-3145, 2010	542	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	537	2013

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