| 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 | 3288 | 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 | 3228 | 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 | 2633 | 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 | 2394 | 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 | 1585 | 2010 |
| Hyperspectral subspace identification JM Bioucas-Dias, JMP Nascimento IEEE Transactions on Geoscience and Remote Sensing 46 (8), 2435-2445, 2008 | 1395 | 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 | 1316 | 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 | 1264 | 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 | 926 | 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 | 856 | 2012 |
| 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 | 834 | 2014 |
| 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 | 817 | 2010 |
| 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 | 806 | 2011 |
| Phase unwrapping via graph cuts JM Bioucas-Dias, G Valadao IEEE Transactions on Image processing 16 (3), 698-709, 2007 | 746 | 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 | 733 | 2010 |
| 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 | 730 | 2015 |
| 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 | 689 | 2007 |
| A variable splitting augmented Lagrangian approach to linear spectral unmixing JM Bioucas-Dias 2009 First workshop on hyperspectral image and signal processing: Evolution …, 2009 | 578 | 2009 |
| Fusing hyperspectral and multispectral images via coupled sparse tensor factorization S Li, R Dian, L Fang, JM Bioucas-Dias IEEE Transactions on Image Processing 27 (8), 4118-4130, 2018 | 575 | 2018 |
| Collaborative sparse regression for hyperspectral unmixing MD Iordache, JM Bioucas-Dias, A Plaza IEEE Transactions on geoscience and remote sensing 52 (1), 341-354, 2013 | 567 | 2013 |
Antonio PlazaIEEE Fellow, Head of the Hyperspectral Computing Laboratory, University of Extremadura, SpainVerified email at unex.es
