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José M. Bioucas Dias
José M. Bioucas Dias
Instituto de Telecomunicações, Instituto Superior Técnico, Universidade de Lisboa, Portugal
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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
25352005
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
24512012
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
24512012
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
19962007
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
14952013
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
12992010
Hyperspectral subspace identification
JM Bioucas-Dias, JMP Nascimento
IEEE Transactions on Geoscience and Remote Sensing 46 (8), 2435-2445, 2008
11382008
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
10602010
Sparse unmixing of hyperspectral data
MD Iordache, JM Bioucas-Dias, A Plaza
IEEE Transactions on Geoscience and Remote Sensing 49 (6), 2014-2039, 2011
9722011
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
6422011
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
6372012
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
6022010
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
5842007
Phase unwrapping via graph cuts
JM Bioucas-Dias, G Valadao
IEEE Transactions on Image processing 16 (3), 698-709, 2007
5602007
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
5522015
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
5352010
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
4822015
A variable splitting augmented Lagrangian approach to linear spectral unmixing
JM Bioucas-Dias
2009 First workshop on hyperspectral image and signal processing: Evolution …, 2009
4782009
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
4732013
Restoration of Poissonian images using alternating direction optimization
MAT Figueiredo, JM Bioucas-Dias
IEEE transactions on Image Processing 19 (12), 3133-3145, 2010
4732010
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