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Mario A. T. Figueiredo
Mario A. T. Figueiredo
Instituto de Telecomunicações, Instituto Superior Técnico, Universidade de Lisboa
Dirección de correo verificada de tecnico.ulisboa.pt - Página principal
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Gradient projection for sparse reconstruction: Application to compressed sensing and other inverse problems
MAT Figueiredo, RD Nowak, SJ Wright
Selected Topics in Signal Processing, IEEE Journal of 1 (4), 586-597, 2007
44472007
Unsupervised learning of finite mixture models
MAT Figueiredo, AK Jain
Pattern Analysis and Machine Intelligence, IEEE Transactions on 24 (3), 381-396, 2002
29392002
A new TwIST: two-step iterative shrinkage/thresholding algorithms for image restoration
JM Bioucas-Dias, MAT Figueiredo
Image Processing, IEEE Transactions on 16 (12), 2992-3004, 2007
23962007
Sparse reconstruction by separable approximation
SJ Wright, RD Nowak, MAT Figueiredo
Signal Processing, IEEE Transactions on 57 (7), 2479-2493, 2009
23172009
Fast image recovery using variable splitting and constrained optimization
MV Afonso, JM Bioucas-Dias, MAT Figueiredo
Image Processing, IEEE Transactions on 19 (9), 2345-2356, 2010
14982010
An EM algorithm for wavelet-based image restoration
MAT Figueiredo, RD Nowak
Image Processing, IEEE Transactions on 12 (8), 906-916, 2003
14872003
An augmented Lagrangian approach to the constrained optimization formulation of imaging inverse problems
MV Afonso, JM Bioucas-Dias, MAT Figueiredo
Image Processing, IEEE Transactions on 20 (3), 681-695, 2011
12412011
Image classification for content-based indexing
A Vailaya, MAT Figueiredo, AK Jain, HJ Zhang
IEEE transactions on image processing 10 (1), 117-130, 2001
11902001
Sparse multinomial logistic regression: Fast algorithms and generalization bounds
B Krishnapuram, L Carin, MAT Figueiredo, AJ Hartemink
Pattern Analysis and Machine Intelligence, IEEE Transactions on 27 (6), 957-968, 2005
11112005
On the role of sparse and redundant representations in image processing
M Elad, MAT Figueiredo, Y Ma
Proceedings of the IEEE 98 (6), 972-982, 2010
8802010
Simultaneous feature selection and clustering using mixture models
MHC Law, MAT Figueiredo, AK Jain
Pattern Analysis and Machine Intelligence, IEEE Transactions on 26 (9), 1154 …, 2004
8462004
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
7552010
Adaptive sparseness for supervised learning
MAT Figueiredo
Pattern Analysis and Machine Intelligence, IEEE Transactions on 25 (9), 1150 …, 2003
7212003
Majorization–minimization algorithms for wavelet-based image restoration
MAT Figueiredo, JM Bioucas-Dias, RD Nowak
Image Processing, IEEE Transactions on 16 (12), 2980-2991, 2007
6592007
Restoration of Poissonian images using alternating direction optimization
MAT Figueiredo, JM Bioucas-Dias
Image Processing, IEEE Transactions on 19 (12), 3133-3145, 2010
5392010
Adaptive total variation image deblurring: a majorization-minimization approach
JP Oliveira, JM Bioucas-Dias, MAT Figueiredo
Signal Processing 89 (9), 1683-1693, 2009
4612009
Multiplicative noise removal using variable splitting and constrained optimization
JM Bioucas-Dias, MAT Figueiredo
Image Processing, IEEE Transactions on 19 (7), 1720-1730, 2010
3962010
Wavelet-based image estimation: an empirical Bayes approach using Jeffrey's noninformative prior
MAT Figueiredo, RD Nowak
Image Processing, IEEE Transactions on 10 (9), 1322-1331, 2001
3162001
Boosting Algorithms: A Review of Methods, Theory, and Applications
AJ Ferreira, MAT Figueiredo
Ensemble Machine Learning: Methods and Applications, 35, 2012
2862012
Total variation-based image deconvolution: a majorization-minimization approach
JM Bioucas-Dias, MAT Figueiredo, JP Oliveira
Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 …, 2006
2692006
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