Mario A. T. Figueiredo
Mario A. T. Figueiredo
Instituto de Telecomunicações; Instituto Superior Técnico, Universidade de Lisboa, Portugal
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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
34822007
Unsupervised learning of finite mixture models
MAF Figueiredo, AK Jain
Pattern Analysis and Machine Intelligence, IEEE Transactions on 24 (3), 381-396, 2002
24812002
Sparse reconstruction by separable approximation
SJ Wright, RD Nowak, MAT Figueiredo
Signal Processing, IEEE Transactions on 57 (7), 2479-2493, 2009
18152009
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
16192007
An EM algorithm for wavelet-based image restoration
MAT Figueiredo, RD Nowak
Image Processing, IEEE Transactions on 12 (8), 906-916, 2003
12112003
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
10862010
Image classification for content-based indexing
A Vailaya, MAT Figueiredo, AK Jain, HJ Zhang
IEEE transactions on image processing 10 (1), 117-130, 2001
10752001
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
8792011
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
8722005
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
7182010
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
6622004
Adaptive sparseness for supervised learning
MAT Figueiredo
Pattern Analysis and Machine Intelligence, IEEE Transactions on 25 (9), 1150 …, 2003
5982003
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
4882007
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
4582010
Restoration of Poissonian images using alternating direction optimization
MAT Figueiredo, JM Bioucas-Dias
Image Processing, IEEE Transactions on 19 (12), 3133-3145, 2010
4032010
Adaptive total variation image deblurring: a majorization-minimization approach
JP Oliveira, JM Bioucas-Dias, MAT Figueiredo
Signal Processing 89 (9), 1683-1693, 2009
3682009
Multiplicative noise removal using variable splitting and constrained optimization
JM Bioucas-Dias, MAT Figueiredo
Image Processing, IEEE Transactions on 19 (7), 1720-1730, 2010
2862010
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
2812001
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
2312006
A bound optimization approach to wavelet-based image deconvolution
MAT Figueiredo, RD Nowak
Image Processing, 2005. ICIP 2005. IEEE International Conference on 2, II-782-5, 2005
2202005
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