Mario A. T. Figueiredo - Google Scholar

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Citations	27072	12712
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Co-authors

José M. Bioucas DiasInstituto de Telecomunicações, Instituto Superior Técnico, Universidade de Lisboa, PortugalVerified email at lx.it.pt
Robert D NowakNosbusch Professor in Engineering and Wisconsin Institute for Discovery, UW-MadisonVerified email at ece.wisc.edu
Anil K. JainMichigan State UniversityVerified email at cse.msu.edu
Pedro M. Q. AguiarInstitute for Systems and Robotics (ISR/IST), LARSyS, Instituto Superior Técnico, Univ LisboaVerified email at isr.ist.utl.pt
Andre MartinsCarnegie Mellon University and Instituto Superior TecnicoVerified email at cs.cmu.edu
Artur J. FerreiraInstituto Superior de Engenharia de Lisboa (ISEL)Verified email at deetc.isel.ipl.pt
Manya AfonsoWageningen University and ResearchVerified email at wur.nl
Jorge S. MarquesInstitute for Systems and Robotics (ISR/IST), LARSyS, Instituto Superior Técnico, Univ. LisboaVerified email at isr.tecnico.ulisboa.pt
Manuele BicegoUniversità di Verona (Italy)Verified email at univr.it
Noah A. SmithUniversity of Washington; Allen Institute for Artificial IntelligenceVerified email at cs.washington.edu
Eric XingProfessor of Machine Learning, Language Technology, Computer Science, Cargenie Mellon UniversityVerified email at cs.cmu.edu
joão oliveiraProfessor of Electrical Engineering at Universidade Nova de LisboaVerified email at fct.unl.pt
Vittorio MurinoProfessor, University of Verona - Former director of PAVIS @ Italian Institute of Technology, ItalyVerified email at iit.it
Jacinto C. NascimentoInstitute for Systems and Robotics (ISR/IST), LARSyS, Instituto Superior TécnicoVerified email at isr.ist.utl.pt
Ana L. N. FredProfessor at Instituto Superior Técnico, Researcher at Instituto de TelecomunicaçõesVerified email at lx.it.pt
Stephen WrightDepartment of Computer Sciences and Wisconsin Institute for Discovery, University of WisconsinVerified email at cs.wisc.edu
Lawrence CarinProfessor of Electrical and Computer Engineering, Duke UniversityVerified email at ece.duke.edu
Alexander J. HarteminkDepartment of Computer Science, Duke UniversityVerified email at cs.duke.edu
Balaji KrishnapuramIBM Watson HealthVerified email at us.ibm.com
Afonso TeodoroInstituto de TelecomunicaçõesVerified email at ist.utl.pt

Mario A. T. Figueiredo

Instituto de Telecomunicações; Instituto Superior Técnico, Universidade de Lisboa, Portugal

Verified email at ist.utl.pt - Homepage

machine learning optimization signal processing image processing information theory


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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	3555	2007
Unsupervised learning of finite mixture models MAF Figueiredo, AK Jain Pattern Analysis and Machine Intelligence, IEEE Transactions on 24 (3), 381-396, 2002	2529	2002
Sparse reconstruction by separable approximation SJ Wright, RD Nowak, MAT Figueiredo Signal Processing, IEEE Transactions on 57 (7), 2479-2493, 2009	1883	2009
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	1693	2007
An EM algorithm for wavelet-based image restoration MAT Figueiredo, RD Nowak Image Processing, IEEE Transactions on 12 (8), 906-916, 2003	1242	2003
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	1120	2010
Image classification for content-based indexing A Vailaya, MAT Figueiredo, AK Jain, HJ Zhang IEEE transactions on image processing 10 (1), 117-130, 2001	1085	2001
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	921	2011
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	899	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	747	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	675	2004
Adaptive sparseness for supervised learning MAT Figueiredo Pattern Analysis and Machine Intelligence, IEEE Transactions on 25 (9), 1150 …, 2003	612	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	510	2007
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	486	2010
Restoration of Poissonian images using alternating direction optimization MAT Figueiredo, JM Bioucas-Dias Image Processing, IEEE Transactions on 19 (12), 3133-3145, 2010	416	2010
Adaptive total variation image deblurring: a majorization-minimization approach JP Oliveira, JM Bioucas-Dias, MAT Figueiredo Signal Processing 89 (9), 1683-1693, 2009	379	2009
Multiplicative noise removal using variable splitting and constrained optimization JM Bioucas-Dias, MAT Figueiredo Image Processing, IEEE Transactions on 19 (7), 1720-1730, 2010	297	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	289	2001
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	233	2006
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	224	2005

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