| 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 | 4677 | 2007 |
| Unsupervised learning of finite mixture models MAT Figueiredo, AK Jain Pattern Analysis and Machine Intelligence, IEEE Transactions on 24 (3), 381-396, 2002 | 3043 | 2002 |
| 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 | 2639 | 2007 |
| Sparse reconstruction by separable approximation SJ Wright, RD Nowak, MAT Figueiredo Signal Processing, IEEE Transactions on 57 (7), 2479-2493, 2009 | 2449 | 2009 |
| 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 | 1585 | 2010 |
| An EM algorithm for wavelet-based image restoration MAT Figueiredo, RD Nowak Image Processing, IEEE Transactions on 12 (8), 906-916, 2003 | 1564 | 2003 |
| 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 | 1318 | 2011 |
| Image classification for content-based indexing A Vailaya, MAT Figueiredo, AK Jain, HJ Zhang IEEE transactions on image processing 10 (1), 117-130, 2001 | 1204 | 2001 |
| 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 | 1156 | 2005 |
| 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 | 907 | 2010 |
| 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 | 887 | 2004 |
| 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 | 818 | 2010 |
| Adaptive sparseness for supervised learning MAT Figueiredo Pattern Analysis and Machine Intelligence, IEEE Transactions on 25 (9), 1150 …, 2003 | 756 | 2003 |
| 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 | 690 | 2007 |
| Restoration of Poissonian images using alternating direction optimization MAT Figueiredo, JM Bioucas-Dias Image Processing, IEEE Transactions on 19 (12), 3133-3145, 2010 | 559 | 2010 |
| Adaptive total variation image deblurring: a majorization-minimization approach JP Oliveira, JM Bioucas-Dias, MAT Figueiredo Signal Processing 89 (9), 1683-1693, 2009 | 480 | 2009 |
| Boosting Algorithms: A Review of Methods, Theory, and Applications AJ Ferreira, MAT Figueiredo Ensemble Machine Learning: Methods and Applications, 35, 2012 | 432 | 2012 |
| Multiplicative noise removal using variable splitting and constrained optimization JM Bioucas-Dias, MAT Figueiredo Image Processing, IEEE Transactions on 19 (7), 1720-1730, 2010 | 423 | 2010 |
| 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 | 330 | 2001 |
| Efficient feature selection filters for high-dimensional data AJ Ferreira, MAT Figueiredo Pattern Recognition Letters 33 (13), 1794-1804, 2012 | 291 | 2012 |
José M. Bioucas DiasInstituto de Telecomunicações, Instituto Superior Técnico, Universidade de Lisboa, PortugalVerified email at lx.it.pt
