Academic position:
Full Professor
Joining date:
01-01-1993
Role in IT: Scientific Area Coordinator Scientific Area: Networks and Multimedia
Group: Pattern and Image Analysis – Lx
Degrees
- Agregação, Instituto Superior Técnico, 31-03-2004 - PhD, Instituto Superior Técnico, 01-11-1994 - MSc, Instituto Superior Técnico, 01-03-1990 - Licenciatura, Instituto Superior Técnico, 13-12-1985
Expertise Topics
- Image processing and analysis - Pattern recognition and machine learning
Affiliations
- Institute of Electrical and Electronics Engineers - IEEE, Fellow member, 01-01-2010
- Instituto Superior Técnico, Associate Professor, 09-03-2006
- Institute of Electrical and Electronics Engineers - IEEE , Senior Member, 01-01-2000
- Institute of Electrical and Electronics Engineers - IEEE , Member, 01-01-1995
- Instituto Superior Técnico, Assistant Professor, 13-03-1986
Academic Activities
Supervision of theses
PhD
- Optimization Methods for Group-Sparsity Regularization, PhD, Xiangrong Zeng, 12-2015, Instituto Superior Técnico
- Data retrieval and classification using information distances, Data retrieval and classification using information distances, Data retrieval and classification using information distances, Data retrieval and classification using information distances, Dat, PhD, David Pereira Coutinho , 12-2013, Instituto Superior Técnico
- Hybrid generative/discriminative supervised learning, PhD, Artur Ferreira , 6-2013, Instituto Superior Técnico
- The Geometry of Constrained Structured Prediction: Applications to Inference and Learning of Natural Language Syntax, PhD, André T. Martins , 5-2012, Instituto Superior Técnico
- Advances in near-infrared hyperspectral image analysis for pharmaceutical anti-counterfeiting, PhD, Marta Belchior Lopes , 2-2011, Instituto Superior Técnico
- Augmented Lagrangian Methods for Imaging Inverse Problems, PhD, Manya Vital Afonso , 12-2010, Instituto Superior Técnico
- Advances in Total Variation Image Restoration: Blur Estimation, Parameter Estimation, and Efficient Optimization, PhD, João Pedro Oliveira da Silva , 7-2010, Instituto Superior Técnico
- Algorithms for sparse and robust signal representation, PhD, Sandra Jardim, 6-2008, Instituto Superior Técnico
MSc
- miguel pacheco, MSc, miguel pacheco, 2-2009, Instituto Superior Técnico
- Alinhamento Deformável de Imagens com Alplicação a Mapas de Dose em Radioterapia, MSc, Miguel Sérgio Buchinho Pontes, 10-2008, Instituto Superior Técnico
- Detecção Automática de Defeitos em Imagens de Têxteis, MSc, Maria do Céu Beirão, 9-2003
- Independent Component Analysis in Lossy Image Compression, MSc, Artur Ferreira, 2-2003
-
Colonic polyp detection in wireless capsule endoscopy images using a local approximation techniques, MSc, Filipe Condessa , 3-2011
Publications
Books [2]
- Figueiredo, M. A. T.; Energy Minimization Methods in Computer Vision and Pattern RecognitionA. Rangarajan, M. Figueiredo, and J. Zerubia, Springer, Berlin, 2003. | BibTex
- Figueiredo, M. A. T.; A. Rangarajan; Energy Minimisation Methods in Computer Vision and Pattern RecognitionM. T. Figueiredo, A. K. Jain, J. Zerubia, Springer, Heidleberg, 2001. | BibTex
Book Chapters [16]
- Ferreira, A.; Figueiredo, M. A. T.; "Boosting Algorithms: A Review of Methods Theory, and Applications" - Chapter in Ensemble Learning: Methods and Applications, Cha Zhang and Yunqian Ma, Springer, ,
2012.
- Lourenço, A.; Fred, A. L. N.; Figueiredo, M. A. T.; "A Generative Dyadic Aspect Model for Evidence Accumulation Clustering" - Chapter in SIMBAD 2011, M. Pelillo and E.R. Hancock, Springer, ,
2011.
- Ferreira, A.; A.M.L. Oliveira; Figueiredo, M. A. T.; "On the Suitability of Suffix Arrays for Lempel-Ziv Data Compression" - Chapter in ICETE 2008 - CCIS-Communications in Computer and Information Science, vol. 48, J. Filipe and M. Obaidat, Springer, Berlin,
2009.
- Figueiredo, M. A. T.; "Semi-supervised clustering: application to image segmentation" - Chapter in Advances in Data Anlysis, R. Decker, H. Lenz, Springer, Berlin,
2007.
- Figueiredo, M. A. T.; V. Murino; "Clustering under prior knowledge with application to image segmentation" - Chapter in Advances in Neural Information Processing Systems 19, B. Schölkopf, J. Platt, and T. Hofmann, MIT Press, Cambridge, MA,
2006.
- D. Zhu; M. Rabbat; A. Hero; R. Nowak; Figueiredo, M. A. T.; "De novo signaling pathway reconstruction from multiple data sources" - Chapter in New Research in Signaling Transduction, , Nova Publisher, New York,
2006.
- M. Rabbat; Figueiredo, M. A. T.; R. Nowak; "Inferring Network Structure from Co-Occurrences" - Chapter in Advances in Neural Information Processing Systems 19, B. Schölkopf, J. Platt, and T. Hofmann, MIT Press, Cambridge, MA,
2006.
- Figueiredo, M. A. T.; "Bayesian Image Segmentation Using Gaussian Field Priors" - Chapter in Energy Minimization Methods in Computer Vision and Pattern Recognition , A. Rangarajan, B. Vemuri, and A. Yuille, Springer, Berlin,
2005.
- B. Krishnapuram; D. Williams; Y.X. Xue; A. Hartemink; L. Carin; Figueiredo, M. A. T.; "On semi-supervised classification" - Chapter in Neural Information Processing Systems 17 , L. Saul, Y. Weiss, L. Bottou, MIT Press, Cambridge, MA,
2005.
- M. Law; A. K. Jain; Figueiredo, M. A. T.; "Feature selection in mixture-based clustering" - Chapter in Neural Information Processing Systems 15, S. Becker, S. Thrun, and K. Obermayer, MIT Press, Cambridge, Massachusetts,
2003.
- Figueiredo, M. A. T.; "Adaptive sparseness using Jeffreys prior" - Chapter in Neural Information Processing Systems 14, T. Dietterich, S. Becker, and Z. Ghahramani, MIT Press, Cambridge, Massachusetts,
2002.
- Figueiredo, M. A. T.; "Unsupervised sparse regression" - Chapter in Nonlinear Estimation and Classification, D. Denison, M. Hansen, C. Holmes, B. Mallick, and B. Yu , Springer, New York,
2002.
- Figueiredo, M. A. T.; Leitão, J.; A. K. Jain; "On Fitting Mixture Models" - Chapter in Energy Minimization Methods in Computer Vision and Pattern Recognition, E. Hancock and M. Pellilo , Springer, Berlin,
1999.
- Figueiredo, M. A. T.; Leitão, J.; A. K. Jain; "Adaptive parametrically deformable contours" - Chapter in Energy Minimization Methods in Computer Vision and Pattern Recognition, M. Pellilo and E. Hancock , Springer, Berlin,
1997.
- Figueiredo, M. A. T.; Leitão, J.; "Image restoration using a standard Hopfield neural network" - Chapter in Image Processing: Theory and Applications, G. Vernazza, A. Venetsanopoulos, and C. Branccini, Elsevier Science, Amsterdam,
1993.
- Figueiredo, M. A. T.; Leitão, J.; "Signal estimation using a standard Hopfield neural network'" - Chapter in Acoustic Signal Processing for Ocean Exploration, J. Moura and I. Lourtie , Kluwer Academic, Dordrecht,
1992.
Papers in Journals [51]
- Almeida, M.S.C.; Figueiredo, M. A. T.; "Parameter Estimation for Blind and Non-Blind Deblurring Using Residual Whiteness Measures", IEEE Trans. on Image Processing, Vol. 22, No. 7, pp. 2751 - 2763, July, 2013. Abstract | Full text (PDF 1118KB) | BibTex
- J. Nascimento; Figueiredo, M. A. T.; J. S. Marques; "Activity Recognition Using A Mixture of Vector Fields", IEEE Trans. on Image Processing, Vol. 22, No. 5, pp. 1712 - 1725, May, 2013. Abstract
| BibTex
- Ferreira, A.; Figueiredo, M. A. T.; "Incremental Filter and Wrapper Approaches for Feature Discretization", Neurocomputing, Vol. --, No. --, pp. -- - --, May, 2013. Abstract
| BibTex
- M. Bicego; A. Ulas; U. Castellani; A. Perina; V. Murino; A. Martins; P. Aguiar; Figueiredo, M. A. T.; "Combining information theoretic kernels with generative embeddings for classification", Neurocomputing, Vol. 101, No. 1, pp. 161 - 169, January, 2013. Abstract
| BibTex
- Ferreira, A.; Figueiredo, M. A. T.; "An unsupervised approach to feature discretization and selection", Pattern Recognition , Vol. 45, No. 9, pp. 3048 - 3060, September, 2012. Abstract | Full text (PDF 964KB) | BibTex
- A.V.C. Carreiro; Ferreira, A.; Figueiredo, M. A. T.; S. Madeira; "Towards a classification approach using meta-biclustering: impact of discretization in the analysis of expression time series", Journal of Integrative Bioinformatics - JIB, Vol. 9, No. 3, pp. -- - --, July, 2012. Abstract
| BibTex
- Ferreira, A.; Figueiredo, M. A. T.; "Efficient Feature Selection Filters for High-Dimensional Data", Pattern Recognition Letters, Vol. 33, No. 13, pp. 1794 - 1804, June, 2012. Abstract
| BibTex
- M. Afonso; Dias, J.; Figueiredo, M. A. T.; "An Augmented Lagrangian Approach to the Constrained Optimization Formulation of Imaging Inverse Problems", IEEE Trans. on Image Processing, Vol. 20, No. 3, pp. 681 - 695, March, 2011. Abstract
| BibTex
- M. Lopes; J-C. Wolff; Dias, J.; Figueiredo, M. A. T.; "Study on the effect of pixel resolution and blending grade on near-infrared hyperspectral unmixing of tablets", Applied Spectroscopy, Vol. 65, No. 2, pp. 193 - 200, February, 2011.
| BibTex
- Figueiredo, M. A. T.; Dias, J.; "Restoration of Poissonian images using alternating direction optimization", IEEE Trans. on Image Processing, Vol. 19, No. 12, pp. 3133 - 3145, December, 2010. Abstract
| BibTex
- M. Lopes; J-C. Wolff; Dias, J.; Figueiredo, M. A. T.; "Quantification of components in nonhomogenous pharmaceutical tablets using near infrared reflectance imaging", Journal of Near Infrared Spectroscopy, Vol. 18, No. , pp. 333 - 340, November, 2010.
| BibTex
- J. P. Paulo; J. L. Bento Coelho; Figueiredo, M. A. T.; "Statistical classification of road pavements using near field vehicle rolling noise measurements", Journal of the Acoustical Society of America, Vol. 128, No. 4, pp. 1747 - 1754, October, 2010. Abstract
| BibTex
- M. Afonso; Dias, J.; Figueiredo, M. A. T.; "Fast image recovery using variable splitting and constrained optimization", IEEE Trans. on Image Processing, Vol. 19, No. 9, pp. 2345 - 2356, September, 2010.
| BibTex
- M. Lopes; J-C. Wolff; Dias, J.; Figueiredo, M. A. T.; "Reply to the Comments on "Near-Infrared Hyperspectral Unmixing Based on a Minimum Volume Criterion for Fast and Accurate Chemometric Characterization of Counterfeit Tablets"", Analytical Chemistry, Vol. 82, No. 20, pp. 8753 - 8754, September, 2010.
| BibTex
- Dias, J.; Figueiredo, M. A. T.; "Multiplicative noise removal using variable splitting and constrained optimization", IEEE Trans. on Image Processing, Vol. 19, No. 7, pp. 1720 - 1730, July, 2010.
| BibTex
- M. Elad; Figueiredo, M. A. T.; Y. Ma; "On the Role of Sparse and Redundant Representations in Image Processing", Proceedings of the IEEE, Vol. 98, No. 6, pp. 972 - 982, June, 2010. Abstract
| BibTex
- J. Nascimento; Figueiredo, M. A. T.; J. S. Marques; "Trajectory classification using switched dynamical hidden Markov models", IEEE Trans. on Image Processing, Vol. 19, No. 5, pp. 1338 - 1348, May, 2010. Abstract
| BibTex
- M. Lopes; J-C. Wolff; Dias, J.; Figueiredo, M. A. T.; "Near-infrared hyperspectral unmixing based on a minimum volume criterion for fast and accurate chemometric characterization of counterfeit tablets", Analytical Chemistry, Vol. 82, No. 4, pp. 1462 - 1469, February, 2010.
| BibTex
- S. Wright; R. Nowak; Figueiredo, M. A. T.; "Sparse reconstruction by separable approximation", IEEE Trans. on Signal Processing, Vol. 57, No. 7, pp. - , July, 2009. Abstract
| BibTex
- M. Lopes; J-C. Wolff; Dias, J.; Figueiredo, M. A. T.; "Determination of the composition of counterfeit Heptodin™ tablets by near infrared chemical imaging and classical least squares estimation", Analytica Chimica Acta, Vol. 641, No. 1-2, pp. 46 - 51, May, 2009.
| BibTex
- Martins, A.; N. A. Smith; E. P. Xing; P. Aguiar; Figueiredo, M. A. T.; "Nonextensive information theoretic kernels on measures", Journal of Machine Learning Research, Vol. 10, No. , pp. 937 - 975, April, 2009. Abstract
| BibTex
- M. Bicego; Figueiredo, M. A. T.; "Soft clustering using weighted one-class support vector machines", Pattern Recognition , Vol. 42, No. 1, pp. 27 - 32, January, 2009. Abstract
| BibTex
- M. Rabbat; Figueiredo, M. A. T.; R. Nowak; "Network Inference from Co-Occurrences", IEEE Trans. on Information Theory, Vol. 54, No. 9, pp. 4053 - 4068, September, 2008. Abstract
| BibTex
- J. Nascimento; Figueiredo, M. A. T.; J. S. Marques; "Independent increment processes for human motion recognition", Computer Vision and Image Understanding, Vol. 109, No. 2, pp. 126 - 138, February, 2008.
| BibTex
- Dias, J.; Figueiredo, M. A. T.; "A New TwIST: Two-Step Iterative Shrinkage/Thresholding Algorithms for Image Restoration", IEEE Trans. on Image Processing, Vol. , No. , pp. - , December, 2007.
| BibTex
- Figueiredo, M. A. T.; R. Nowak; S. Wright; "Gradient projection for sparse reconstruction: application to compressed sensing and other inverse problems", IEEE Journal on Selected Topics in Signal Processing, Vol. 1, No. 4, pp. 586 - 597, December, 2007.
| BibTex
- Figueiredo, M. A. T.; Dias, J.; R. Nowak; "Majorization-minimization algorithms for wavelet-based image restoration", IEEE Trans. on Image Processing, Vol. 16, No. 12, pp. 2980 - 2991, December, 2007.
| BibTex
- Ferreira, A.; Figueiredo, M. A. T.; "On the use of independent component analysis for image compression", Signal Processing: Image Communication, Vol. 21, No. 5, pp. 378 - 389, June, 2006.
| BibTex
- B. Krishnapuram; L. Carin; Figueiredo, M. A. T.; A. Hartemink; "Learning sparse Bayesian classifiers: multi-class formulation, fast algorithms, and generalization bounds", IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 27, No. 6, pp. 957 - 968, June, 2005.
| BibTex
- A. Martins; P. Aguiar; Figueiredo, M. A. T.; "Orientation in Manhattan: equiprojective classes and sequential estimation", IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 27, No. 5, pp. 822 - 826, May, 2005.
| BibTex
- S. V. B. Jardim; Figueiredo, M. A. T.; "Automatic segmentation of fetal ultrasound images", Ultrasound in Medicine and Biology, Vol. 31, No. 2, pp. 243 - 250, February, 2005.
| BibTex
- M. Bicego; V. Murino; Figueiredo, M. A. T.; "Similarity-based classification of sequences using hidden Markov models", Pattern Recognition , Vol. 37, No. 12, pp. 2281 - 2291, December, 2004.
| BibTex
- B. Krishnapuram; A. Hartemink; L. Carin; Figueiredo, M. A. T.; "A Bayesian approach to joint feature selection and classifier design", IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 26, No. 9, pp. 1105 - 1111, September, 2004.
| BibTex
- M. Law; Figueiredo, M. A. T.; A. K. Jain; "Simultaneous feature selection and clustering using a mixture model", IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 26, No. 9, pp. 1154 - 1166, September, 2004.
| BibTex
- M. Feder; Figueiredo, M. A. T.; A. Hero; C. Lee; H. Loeliger; R. Nowak; A. Singer; B. Yu; "Guest Editorial: Special Issue on Machine Learning Methods in Signal Processing", IEEE Trans. on Signal Processing, Vol. 52, No. 8, pp. 2152 - 2152, August, 2004.
| BibTex
- Figueiredo, M. A. T.; E. Hancock; M. Pelillo; J. Zerubia; "Introduction to the special section on energy minimization methods in computer vision and pattern recognition", IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 25, No. 11, pp. 1361 - 1363, November, 2003.
| BibTex
- Figueiredo, M. A. T.; "Adaptive Spareseness for Supervised Learning", IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 25, No. , pp. 1150 - 1159, September, 2003.
| BibTex
- Figueiredo, M. A. T.; R. Nowak; "An EM algorithm for wavelet-based image restoration ", IEEE Trans. on Image Processing, Vol. 12, No. 8, pp. 906 - 916, August, 2003.
| BibTex
- M. Bicego; V. Murino; Figueiredo, M. A. T.; "A sequential pruning strategy for the selection of the number of states in hidden Markov models", Pattern Recognition Letters, Vol. 24, No. 9-10, pp. 1405 - 1417, June, 2003.
| BibTex
- Figueiredo, M. A. T.; A. K. Jain; "Unsupervised learning of finite mixture models", IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 24, No. 3, pp. 381 - 396, March, 2002.
| BibTex
- Figueiredo, M. A. T.; R. Nowak; "Wavelet-Based image estimation: An empirical Bayes approach using Jeffreys' noninformative prior", IEEE Trans. on Image Processing, Vol. 10, No. 9, pp. 1322 - 1331, September, 2001.
| BibTex
- A. Vailaya; Figueiredo, M. A. T.; A. K. Jain; H. J. Zhang; "Image classification for content-based indexing", IEEE Trans. on Image Processing, Vol. 10, No. 1, pp. 117 - 130, January, 2001.
| BibTex
- Figueiredo, M. A. T.; Leitão, J.; A. K. Jain; "Unsupervised contour representation and estimation using B-splines and a minimum description length criterion", IEEE Trans. on Image Processing, Vol. 9, No. 6, pp. 1075 - 187, June, 2000.
| BibTex
- Figueiredo, M. A. T.; Leitão, J.; "Absolute phase image reconstruction: a stochastic nonlinear filtering approach", IEEE Trans. on Image Processing, Vol. 7, No. 7, pp. 868 - 882, July, 1998.
| BibTex
- Figueiredo, M. A. T.; Leitão, J.; "Unsupervised image restoration and edge location using compound Gauss-Markov random fields and the MDL principle", IEEE Trans. on Image Processing, Vol. 6, No. 8, pp. 1089 - 1102, August, 1997.
| BibTex
- Figueiredo, M. A. T.; Leitão, J.; "A nonsmoothing approach to the estimation of vessel contours in angiograms", IEEE Trans. on Medical Imaging, Vol. 14, No. , pp. 162 - 172, March, 1995.
| BibTex
- Figueiredo, M. A. T.; Leitão, J.; "Sequential and parallel image restoration: Neural network implementations", IEEE Trans. on Image Processing, Vol. 3, No. , pp. 789 - 802, November, 1994.
| BibTex
- Figueiredo, M. A. T.; Leitão, J.; "Bayesian estimation of ventricular contours in angiographic images", IEEE Trans. on Medical Imaging, Vol. 11, No. 3, pp. 416 - 429, March, 1992.
| BibTex
Papers in Conference Proceedings [108]
- Ferreira, A.; Figueiredo, M. A. T.; "An Incremental Bit Allocation Strategy for Supervised Feature Discretization", Proc Iberian Conf. on Pattern Recognition and Image Analysis, Funchal, Portugal, Vol. LNCS7887, pp. 526 - 534, June, 2013.
Abstract
| BibTex
- Lourenço, A.; S. Bulo Bulo; N. Rebagliati; Fred, A. L. N.; Figueiredo, M. A. T.; M. Pelillo; "Consensus Clustering using Partial Evidence Accumulation", Proc Iberian Conf. on Pattern Recognition and Image Analysis, Funchal, Portugal, Vol. ?, pp. ? - ?, June, 2013.
Abstract
| BibTex
- Zeng, X.; Figueiredo, M. A. T.; "Binary fused compressive sensing: 1-Bit compressive sensing meets group sparsity", Proc Conf. on Telecommunications - ConfTele, Castelo Branco, Portugal, Vol. 1, pp. 65 - 68, May, 2013.
Abstract
| BibTex
- Lourenço, A.; Fred, A. L. N.; S. Bulo Bulo; N. Rebagliati; Figueiredo, M. A. T.; M. Pelillo; "Probabilistic Consensus Solutions on Evidence Accumulation Clustering", Proc Jornadas de Classificação e Análise de Dados - JOCLAD, Guimaraes, Portugal, Vol. ?, pp. ? - ?, April, 2013.
| BibTex
- Lourenço, A.; S. Bulo Bulo; N. Rebagliati; Figueiredo, M. A. T.; Fred, A. L. N.; M. Pelillo; "Probabilistic Evidence Accumulation for Clustering Ensembles", Proc International Conf. on Pattern Recognition Applications and Methods - ICPRAM, Barcelona, Spain, Vol. ?, pp. ? - ?, February, 2013.
Abstract
| BibTex
- Ferreira, A.; Figueiredo, M. A. T.; "Relevance and Mutual Information-Based Feature Discretization", Proc International Conf. on Pattern Recognition Applications and Methods - ICPRAM, Barcelona, Spain, Vol. --, pp. -- - --, February, 2013.
Abstract
| BibTex
- Ferreira, A.; Figueiredo, M. A. T.; "A Relevance-based Linde-Buzo-Gray Approach for Supervised Feature Discretization", Proc Portuguese Conf. on Pattern Recognition - RecPad, Coimbra, Portugal, Vol. --, pp. -- - --, October, 2012.
Abstract
| BibTex
- Ferreira, A.; Figueiredo, M. A. T.; "Supervised Feature Discretization by Mutual Information Maximization", Proc Portuguese Conf. on Pattern Recognition - RecPad, Coimbra, Portugal, Vol. --, pp. -- - --, October, 2012.
Abstract
| BibTex
- Lourenço, A.; Fred, A. L. N.; Figueiredo, M. A. T.; "Dyadic Aspect Model for Evidence Accumulation Clustering on Synthetic Generated Models", Proc Jornadas de Classificação e Análise de Dados - JOCLAD, Tomar, Portugal, Vol. ?, pp. ? - ?, March, 2012.
| BibTex
- A.V.C. Carreiro; Ferreira, A.; Figueiredo, M. A. T.; S. Madeira; "Prognostic prediction using clinical expression time series: Towards a supervised learning approach based on meta-biclusters", Proc International Conf. on Practical Applications of Computational Biology - PACBB, Salamanca, Spain, Vol. --, pp. -- - --, March, 2012.
Abstract
| BibTex
- Ferreira, A.; Figueiredo, M. A. T.; "A dynamic wrapper method for feature discretization and selection", Proc International Conf. on Pattern Recognition Applications and Methods - ICPRAM, vilamoura, Portugal, Vol. , pp. 103 - 112, February, 2012. Abstract | Full text (PDF 139KB) | BibTex
- Ferreira, A.; Figueiredo, M. A. T.; "Compressed learning for text categorization", Proc Conf. on Electronics, Telecommunications and Computers - CETC, Lisboa, Portugal, Vol. --, pp. -- - --, November, 2011.
Abstract
| BibTex
- Ferreira, A.; A.M.L. Oliveira; Figueiredo, M. A. T.; "Lempel-Ziv sliding window update with suffix arrays", Proc Conf. on Electronics, Telecommunications and Computers - CETC, Lisboa, Portugal, Vol. --, pp. -- - --, November, 2011.
Abstract
| BibTex
- Ferreira, A.; Figueiredo, M. A. T.; "Feature Discretization and Selection in Microarray Data", Proc International Conf. on Knowledge Discovery and Information Retrieval - KDIR, Paris, France, Vol. 1, pp. 465 - 469, October, 2011. Abstract | Full text (PDF 81KB) | BibTex
- J-C. Wolff; NM Mistry; JW Warrack; M. Lopes; Dias, J.; Figueiredo, M. A. T.; "Near-infrared imaging and Raman mapping to understand the bigger picture of a counterfeit anti-viral medicine", Proc Federation of Analytical Chemistry and Spectroscopy Societies - FACSS, Reno, United States, Vol. -, pp. - - -, October, 2011.
| BibTex
- Ferreira, A.; Figueiredo, M. A. T.; "Feature Selection and Discretization for Microarray and Other Biological Data", Proc Inforum - Simpósio de Informática, Coimbra, Portugal, Vol. 1, pp. 60 - 65, September, 2011. Abstract | Full text (PDF 154KB) | BibTex
- Martins, A.; N. A. Smith; Figueiredo, M. A. T.; P. Aguiar; "Dual Decomposition with Many Overlapping Components", Proc Empirical Methods in Language Processing - EMNLP, Edinburgh, United Kingdom, Vol. , pp. - , July, 2011.
Abstract
| BibTex
- Martins, A.; N. A. Smith; P. Aguiar; Figueiredo, M. A. T.; "Structured sparsity in structured prediction", Proc Empirical Methods in Language Processing - EMNLP, Edinburgh, United Kingdom, Vol. , pp. - , July, 2011.
Abstract
| BibTex
- Figueiredo, M. A. T.; Dias, J.; "An Alternating Direction Algorithm for (Overlapping) Group Regularization", Proc Workshop on Signal Processing with Adaptive Sparse Structured Representations - SPARS’11, Edinburgh, United Kingdom, Vol. , pp. - , June, 2011.
| BibTex
- Martins, A.; Figueiredo, M. A. T.; P. Aguiar; N. A. Smith; E. P. Xing; "An Augmented Lagrangian Approach to Constrained MAP Inference", Proc International Conf. on Machine Learning - ICML, Bellevue, WA, United States, Vol. , pp. 169 - 176, June, 2011.
Abstract
| BibTex
- M. Lopes; J-C. Wolff; NM Mistry; JW Warrack; Dias, J.; Figueiredo, M. A. T.; "Comparison of near infrared and Raman hyperspectral unmixing performances for chemical identification of pharmaceutical tablets", Proc IEEE GRSS Workshop on Hyperspectral Image and Signal Processing, Lisbon, Portugal, Vol. -, pp. - - -, June, 2011.
| BibTex
- M. Afonso; Dias, J.; Figueiredo, M. A. T.; "Hybrid Synthesis-Analysis Frame-Based Regularization: A Criterion and an Algorithm", Proc Workshop on Signal Processing with Adaptive Sparse Structured Representations - SPARS’11, Edinburgh, United Kingdom, Vol. , pp. - , June, 2011.
| BibTex
- Almeida, M.S.C.; Figueiredo, M. A. T.; "New stopping criteria for iterative blind image deblurring based on residual whiteness measures", Proc IEEE Workshop on Statistical Signal Processing - SSP, Nice, France, Vol. -, pp. 337 - 340, June, 2011. Abstract | Full text (PDF 170KB) | BibTex
- Ferreira, A.; Figueiredo, M. A. T.; "Unsupervised Joint Feature Discretization and Selection", Proc Iberian Conf. on Pattern Recognition and Image Analysis, Las Palmas, Gran Canaria, Spain, Vol. --, pp. -- - --, June, 2011. Abstract | Full text (PDF 131KB) | BibTex
- Ferreira, A.; Figueiredo, M. A. T.; "Efficient Unsupervised Feature Selection for Sparse Data", Proc EUROCON and CONFTELE 2011, Lisbon, Portugal, Vol. --, pp. -- - --, April, 2011. Abstract | Full text (PDF 86KB) | BibTex
- M. Afonso; Dias, J.; Figueiredo, M. A. T.; "Non-cyclic deconvolution using an augmented-Lagrangian method", Proc EUROCON and CONFTELE 2011, Lisboa, Portugal, Vol. , pp. - , April, 2011.
| BibTex
- Martins, A.; Figueiredo, M. A. T.; P. Aguiar; N. A. Smith; E. P. Xing; "Online Learning of Structured Predictors with Multiple Kernels", Proc International Conf. on Artificial Intelligence and Statistics - AISTATS, Fort Lauderdale, United States, Vol. -, pp. - - -, April, 2011. Abstract | Full text (PDF 634KB) | BibTex
- Ferreira, A.; Figueiredo, M. A. T.; "Unsupervised Feature Selection for Sparse Data", Proc European Symp. on Artificial Neural Networks - ESANN , Bruges, Belgium, Vol. 1, pp. 339 - 344, April, 2011. Abstract | Full text (PDF 109KB) | BibTex
- Ferreira, A.; A.M.L. Oliveira; Figueiredo, M. A. T.; "Sliding Window Update Using Suffix Arrays", Proc IEEE Data Compression Conf. - DCC, Snowbird, UT, USA, United States, Vol. --, pp. 456 - 456, March, 2011. Abstract | Full text (PDF 339KB) | BibTex
- Antão, DPC; Fred, A. L. N.; Figueiredo, M. A. T.; "ECG-Based Continuous Authentication System Using Adaptive String Matching", Proc International Conf. on Bio-inspired Systems and Signal Processing - Biosignals - INSTICC, Rome, Italy, Vol. 0, pp. 0 - 0, January, 2011.
Abstract
| BibTex
- Martins, A.; Figueiredo, M. A. T.; P. Aguiar; N. A. Smith; E. P. Xing; "Augmented Dual Decomposition for MAP Inference", Proc NIPS Workshop in Optimization for Machine Learning, Whistler, Canada, Vol. ?, pp. ? - ?, December, 2010.
Abstract
| BibTex
- Martins, A.; Figueiredo, M. A. T.; P. Aguiar; "Online MKL for Structured Prediction", Proc NIPS Workshop in Optimization for Machine Learning, Whistler, Canada, Vol. ?, pp. ? - ?, December, 2010.
Abstract
| BibTex
- Ferreira, A.; Figueiredo, M. A. T.; "A Technique for Unsupervised Feature Discretization and Selection", Proc Portuguese Conf. on Pattern Recognition - RecPad, Vila Real, Portugal, Vol. , pp. - , October, 2010. Abstract | Full text (PDF 36KB) | BibTex
- Antão, DPC; Fred, A. L. N.; Figueiredo, M. A. T.; "String Matching Approach for ECG-Based Biometrics", Proc Portuguese Conf. on Pattern Recognition - RecPad, Vila Real, Portugal, Vol. 0, pp. 0 - 0, October, 2010. Abstract | Full text (PDF 75KB) | BibTex
- Ferreira, A.; Figueiredo, M. A. T.; "Text Classification: A Compressed Learning Approach", Proc Portuguese Conf. on Pattern Recognition - RecPad, Vila Real, Portugal, Vol. , pp. - , October, 2010. Abstract | Full text (PDF 52KB) | BibTex
- M. Afonso; Dias, J.; Figueiredo, M. A. T.; "An augmented lagrangian approach to linear inverse problems with compound regularization", Proc IEEE International Conf. on Image Processing - ICIP, Hong Kong, China, Vol. 1, pp. 1 - 4, September, 2010.
| BibTex
- J. Nascimento; J. S. Marques; Figueiredo, M. A. T.; "Classification of complex pedestrian activities from trajectories", Proc IEEE International Conf. on Image Processing - ICIP, Hong Kong, China, Vol. , pp. - , September, 2010.
| BibTex
- M. Bicego; A. Perina; V. Murino; A. Martins; P. Aguiar; Figueiredo, M. A. T.; "Combining Free Energy Score Spaces with Information Theoretic Kernels: Application to Scene Classification", Proc IEEE International Conf. on Image Processing - ICIP, Hing Kong, China, Vol. , pp. - , September, 2010.
Abstract
| BibTex
- J. Nascimento; J. S. Marques; Figueiredo, M. A. T.; "Discriminative model selection for object motion recognition", Proc IEEE International Conf. on Image Processing - ICIP, Hong Kong, China, Vol. , pp. - , September, 2010.
| BibTex
- Figueiredo, M. A. T.; Dias, J.; "Frame-Based Deconvolution of Poissonian Images Using Alternating Direction Optimization", Proc IEEE International Conf. on Image Processing - ICIP, Hong Kong, China, Vol. , pp. - , September, 2010.
Abstract
| BibTex
- Antão, DPC; Fred, A. L. N.; Figueiredo, M. A. T.; "One Lead ECG-Based Personal Identication Using Ziv-Merhav Cross Parsing", Proc International Conf. on Pattern Recognition - ICPR, Istanbul, Turkey, Vol. 0, pp. 3858 - 3861, August, 2010. Abstract | Full text (PDF 130KB) | BibTex
- Dias, J.; Figueiredo, M. A. T.; "Alternating direction algorithms for constrained sparse regression: Application to hyperspectral unmixing", Proc IEEE GRSS Workshop on Hyperspectral Image and Signal Processing, Raykjavik, Iceland, Vol. 1, pp. - , June, 2010.
| BibTex
- Ferreira, A.; Figueiredo, M. A. T.; "Feature Transformation and Reduction for Text Classification", Proc International Workshop on Pattern Recognition in Information Systems, Funchal, Portugal, Vol. , pp. 72 - 81, June, 2010.
Abstract
| BibTex
- Antão, DPC; Fred, A. L. N.; Figueiredo, M. A. T.; "Personal Identification and Authentication Based on One-Lead ECG Using Ziv-Merhav Cross Parsing", Proc International Workshop on Pattern Recognition in Information Systems, Funchal, Portugal, Vol. 1, pp. 15 - 24, June, 2010.
Abstract
| BibTex
- M. Afonso; Dias, J.; Figueiredo, M. A. T.; "A fast algorithm for the constrained formulation of compressive image reconstruction and other linear inverse problems", Proc IEEE International Conf. on Acoustics, Speech, and Signal Processing - ICASSP, Dallas, United States, Vol. , pp. - , March, 2010.
Abstract
| BibTex
- Dias, J.; Figueiredo, M. A. T.; "Total variation restoration of speckled images using a split-Bregman algorithm", Proc IEEE International Conf. on Image Processing - ICIP, Cairo, Egypt, Vol. , pp. - , November, 2009.
Abstract
| BibTex
- J. Nascimento; Figueiredo, M. A. T.; J. S. Marques; "Trajectory analysis in natural images using mixtures of vector fields", Proc IEEE International Conf. on Image Processing - ICIP, Cairo, Egypt, Vol. , pp. - , November, 2009.
| BibTex
- Ferreira, A.; Dias, J.; Figueiredo, M. A. T.; "An Experiment on Feature Selection for Sparse Data", Proc Portuguese Conf. on Pattern Recognition - RecPad, Aveiro, Portugal, Vol. , pp. - , October, 2009. Abstract | Full text (PDF 59KB) | BibTex
- C. Silvestre; M. Cardoso; Figueiredo, M. A. T.; "Selecting categorical features in model-based clustering", Proc International Conf. on Knowledge Discovery and Information Retrieval - KDIR, Funchal, Portugal, Vol. , pp. - , October, 2009.
| BibTex
- Figueiredo, M. A. T.; Dias, J.; "Deconvolution of Poissonian images using variable splitting and augmented Lagrangian optimization", Proc IEEE Workshop on Statistical Signal Processing - SSP, Cardiff, United Kingdom, Vol. , pp. - , September, 2009.
Abstract
| BibTex
- Figueiredo, M. A. T.; Dias, J.; M. Afonso; "Fast frame-based image deconvolution using variable splitting and constrained optimization", Proc IEEE Workshop on Statistical Signal Processing - SSP, Cardiff, United Kingdom, Vol. , pp. - , September, 2009.
Abstract
| BibTex
- I. Selesnick; Figueiredo, M. A. T.; "Signal restoration with overcomplete wavelet transforms: comparison of analysis and synthesis priors", Proc SPIE Wavelets XIII, San Diego, United States, Vol. 7446, pp. - , August, 2009.
Abstract
| BibTex
- M. Lopes; J-C. Wolff; Dias, J.; Figueiredo, M. A. T.; "Spectral unmixing via minimum volume simplices: application to near infrared spectra of counterfeit tablets", Proc IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing - WHISPERS, Grenoble, France, Vol. -, pp. - - -, August, 2009.
| BibTex
- Figueiredo, M. A. T.; Dias, J.; "Recent Advances in Iterative Shrinkage/Thresholding", Proc Approximation and Optimization in Image Restoration and Reconstruction, Porquerolles, France, Vol. , pp. - , June, 2009.
Abstract
| BibTex
- M. Afonso; Dias, J.; Figueiredo, M. A. T.; "Image Denoising with Compound Regularization Using a Bregman Iterative Algorithm", Proc Conf. on Telecommunications - ConfTele, Santa Maria de Feira, Portugal, Vol. 1, pp. 1 - 4, May, 2009.
| BibTex
- M. Afonso; Dias, J.; Figueiredo, M. A. T.; "A Bregman iterative approach to linear inverse problems with compound regularizers", Proc Workshop on Signal Processing with Adaptive Sparse Structured Representations - SPARS’09, Saint-Malo, France, Vol. , pp. - , April, 2009.
Abstract
| BibTex
- Ferreira, A.; A.M.L. Oliveira; Figueiredo, M. A. T.; "On the use of suffix arrays for memory-efficient Lempel-Ziv data compression", Proc IEEE Data Compression Conf. - DCC, Snowbird, United States, Vol. 1, pp. 444 - 444, March, 2009. Abstract | Full text (PDF 111KB) | BibTex
- J. Nascimento; Figueiredo, M. A. T.; J. S. Marques; "Unsupervised learning of motion patterns using generative models", Proc IEEE International Conf. on Image Processing - ICIP, San Diego, United States, Vol. , pp. - , October, 2008.
| BibTex
- Dias, J.; Figueiredo, M. A. T.; "An Iterative Algorithm for Linear Inverse Problems with Compound Regularizers", Proc IEEE International Conf. on Image Processing - ICIP, San Diego, United States, Vol. ?, pp. ? - ?, September, 2008.
| BibTex
- M. Lopes; J-C. Wolff; Dias, J.; Figueiredo, M. A. T.; "Determination of the composition of counterfeit drugs by near infrared chemical imaging", Proc Federation of Analytical Chemistry and Spectroscopy Societies - FACSS, Reno, United States, Vol. -, pp. - - -, September, 2008.
| BibTex
- C. Silvestre; Figueiredo, M. A. T.; M. Cardoso; "Clustering with finite mixture models and categorical variables", Proc International Conf. on Computational Statistics - COMPSTAT, Porto, Portugal, Vol. , pp. - , August, 2008.
| BibTex
- A. Martins; P. Aguiar; Figueiredo, M. A. T.; "Nonextensive Entropic Kernels", Proc International Conf. on Machine Learning - ICML, Helsinki, Finland, Vol. , pp. - , July, 2008.
Abstract
| BibTex
- Ferreira, A.; A.M.L. Oliveira; Figueiredo, M. A. T.; "Suffix Arrays: a competitive choice for fast Lempel-Ziv Compression", Proc INSTICC International Conf. on Signal Processing and Multimedia Applications - SIGMAP, Porto, Portugal, Vol. 1, pp. 5 - 12, July, 2008.
| BibTex
- Antão, DPC; Figueiredo, M. A. T.; "Information Theoretic Text Classification Methods Evaluation", Proc International Workshop on Pattern Recognition in Information Systems, Barcelona, Spain, Vol. 1, pp. 77 - 85, June, 2008.
| BibTex
- A. Martins; P. Aguiar; Figueiredo, M. A. T.; "Tsallis kernels on measures", Proc IEEE Information Theory Workshop - ITW, Porto, Portugal, Vol. , pp. - , May, 2008.
Abstract
| BibTex
- S. Wright; R. Nowak; Figueiredo, M. A. T.; "Sparse reconstruction by separable approximation", Proc IEEE International Conf. on Acoustics, Speech, and Signal Processing - ICASSP, Las Vegas, United States, Vol. , pp. - , April, 2008.
Abstract
| BibTex
- D. Cheng; Figueiredo, M. A. T.; "Cosegmentation for image sequences", Proc International Conf. on Image Analysis and Processing - ICIAP, Modena, Italy, Vol. , pp. - , September, 2007.
| BibTex
- J. Nascimento; Figueiredo, M. A. T.; J. S. Marques; "Semi-supervised learning of switched dynamical models for classification of human activities in surveillance applications", Proc IEEE International Conf. on Image Processing - ICIP, San Jose, United States, Vol. III, pp. 197 - 200, September, 2007.
| BibTex
- Dias, J.; Figueiredo, M. A. T.; "Two-step algorithms for linear inverse problems with non-quadratic regularization", Proc IEEE International Conf. on Image Processing - ICIP, Texas, United States, Vol. , pp. - , September, 2007.
| BibTex
- Oliveira, J. Pedro; Figueiredo, M. A. T.; Dias, J.; "Blind estimation of motion blur parameters for image deconvolution", Proc Iberian Conf. on Pattern Recognition and Image Analysis, Girona, Spain, Vol. ?, pp. ? - ?, June, 2007.
| BibTex
- J. Nascimento; Figueiredo, M. A. T.; J. S. Marques; "On-line classification of human activities", Proc Iberian Conf. on Pattern Recognition and Image Analysis, Girona, Spain, Vol. , pp. - , June, 2007.
| BibTex
- Ferreira, A.; Figueiredo, M. A. T.; "Boosting of (very) weak learners", Proc Conf. on Telecommunications - ConfTele, Peniche, Portugal, Vol. , pp. - , May, 2007.
| BibTex
- A. Martins; Figueiredo, M. A. T.; "Kernels and similarity measures for text classification", Proc Conf. on Telecommunications - ConfTele, Peniche, Portugal, Vol. , pp. - , May, 2007.
| BibTex
- M. Rabbat; Figueiredo, M. A. T.; R. Nowak; "Genomic network tomography", Proc IEEE International Conf. on Acoustics, Speech, and Signal Processing - ICASSP, Honolulu, United States, Vol. I, pp. 373 - 376, April, 2007.
| BibTex
- Figueiredo, M. A. T.; Dias, J.; Oliveira, J. Pedro; R. Nowak; "On total-variation denoising: A new majorization-minimization algorithm and an experimental comparison with wavalet denoising", Proc IEEE International Conf. on Image Processing - ICIP, Atlanta, United States, Vol. , pp. - , October, 2006.
| BibTex
- Dias, J.; Figueiredo, M. A. T.; Oliveira, J. Pedro; "Adaptive Bayesian/total-variation image deconvolution: A majorization-minimization approach", Proc European Signal Processing Conf. - EUSIPCO, Florence, Italy, Vol. ?, pp. ? - ?, September, 2006.
| BibTex
- Dias, J.; Figueiredo, M. A. T.; "On the convergence of second-order iterative methods for image restoration", Proc Mathematical Techniques and Problems in Telecommunications, Leiria, Portugal, Vol. ?, pp. ? - ?, September, 2006.
| BibTex
- Dias, J.; Figueiredo, M. A. T.; Oliveira, J. Pedro; "Total variation image deconvolution: A majorization-minimization approach", Proc IEEE International Conf. on Acoustics, Speech, and Signal Processing - ICASSP, Toulouse, France, Vol. II, pp. 861 - 864, May, 2006.
| BibTex
- Ferreira, A.; Figueiredo, M. A. T.; "Hybrid generative/discriminative training of radial basis function networks", Proc European Symp. on Artificial Neural Networks - ESANN , Brugges, Belgium, Vol. , pp. - , April, 2006.
| BibTex
- Ferreira, A.; Figueiredo, M. A. T.; "A Global Training Algorithm for Radial Basis Functions Neural Networks", Proc Jornadas de Engenharia de Electrónica e Telecomunicações e de Computadores do ISEL, Lisboa, Portugal, Vol. 1, pp. -- - --, November, 2005.
| BibTex
- Figueiredo, M. A. T.; R. Nowak; "A Bound Optimization Approach to Wavelet-Based Image Deconvolution", Proc IEEE International Conf. on Image Processing - ICIP, Genoa, Italy, Vol. 2, pp. 782 - 785, September, 2005.
| BibTex
- P. Latorre; G. Peris-Fajarnes; Figueiredo, M. A. T.; "Image segmentation for the application of the Neugebauer color prediction model for inket printed ceramic tiles", Proc International Conf. on Image Analysis and Recognition, Toronto, Canada, Vol. 1, pp. 9 - 16, September, 2005.
| BibTex
- J. Nascimento; Figueiredo, M. A. T.; J. S. Marques; "Recognition of human activities using space dependent switched dynamical models", Proc IEEE International Conf. on Image Processing - ICIP, Genoa, Italy, Vol. 3, pp. 852 - 855 , September, 2005.
| BibTex
- B. Krishnapuram; D. Williams; Y.X. Xue; Figueiredo, M. A. T.; A. Hartemink; "Active Learning of Features and Labels", Proc Workshop on Learning with Multiple Views - ICML, Bonn, Germany, Vol. , pp. 43 - 50, August, 2005.
| BibTex
- Figueiredo, M. A. T.; "Bayesian image segmentation using wavelet-based priors", Proc IEEE Conf. on Computer Vision and Pattern Recognition - CVPR, San Diego, United States, Vol. 1, pp. 437 - 443 , June, 2005.
| BibTex
- Antão, DPC; Figueiredo, M. A. T.; "Information Theoretic Text Classification Using the Ziv-Merhav Method", Proc Iberian Conf. on Pattern Recognition and Image Analysis, Estoril, Portugal, Vol. II, pp. 355 - 362, June, 2005. Abstract | Full text (PDF 193KB) | BibTex
- Beirão, M. C.; Figueiredo, M. A. T.; "Defect detection in textile images using Gabor filters", Proc International Conf. on Image Analysis and Recognition, Porto, Portugal, Vol. 2, pp. 841 - 848, September, 2004.
| BibTex
- S. V. B. Jardim; Figueiredo, M. A. T.; "Automatic Contour Estimation in Fetal Ultrasound Images", Proc IEEE International Conf. on Image Processing - ICIP, Barcelona, Spain, Vol. , pp. - , September, 2003.
| BibTex
- Ferreira, A.; Figueiredo, M. A. T.; "Class-adapted image compression using independent component analysis", Proc IEEE International Conf. on Image Processing - ICIP, Barcelona, Spain, Vol. , pp. - , September, 2003.
| BibTex
- Ferreira, A.; Figueiredo, M. A. T.; "Image compression using orthogonalised independent components bases", Proc IEEE Workshop on Neural Networks for Signal Processing, Toulouse, France, Vol. , pp. - , September, 2003.
| BibTex
- A. Martins; P. Aguiar; Figueiredo, M. A. T.; "Navigating in Manhattan: 3D orientation from video without correspondences ", Proc IEEE International Conf. on Image Processing - ICIP, Barcelona, Spain, Vol. , pp. - , September, 2003.
| BibTex
- M. Bicego; V. Murino; Figueiredo, M. A. T.; "Similarity-based clustering of sequences using hidden Markov models", Proc Machine Learning and Data Mining in Pattern Recognition, Leipzig, Germany, Vol. , pp. - , July, 2003.
| BibTex
- Figueiredo, M. A. T.; A. K. Jain; M. Law; "A Feature selection wrapper for mixtures", Proc Iberian Conf. on Pattern Recognition and Image Analysis, Puerto de Andratx, Spain, Vol. , pp. - , June, 2003.
| BibTex
- Ferreira, A.; Figueiredo, M. A. T.; "Coding images of specific classes using independent component analysis", Proc Conf. on Telecommunications - ConfTele, Aveiro, Portugal, Vol. , pp. - , June, 2003.
| BibTex
- Figueiredo, M. A. T.; R. Nowak; "Image restoration under wavelet-domain priors: An expectation-maximization approach", Proc IEEE International Conf. on Image Processing - ICIP, Rochester, United States, Vol. 1, pp. 337 - 340, September, 2002.
| BibTex
- A. Jalobeanu; R. Nowak; J. Zerubia; Figueiredo, M. A. T.; "Satellite and aerial image deconvolution using an EM method with complex wavelets", Proc IEEE International Conf. on Image Processing - ICIP, Rochester, United States, Vol. 1, pp. 333 - 336, September, 2002.
| BibTex
- S. V. B. Jardim; Figueiredo, M. A. T.; "Automatic analysis of fetal echographic images", Proc Portuguese Conf. on Pattern Recognition - RecPad, Aveiro, Portugal, Vol. , pp. - , May, 2002.
| BibTex
- Figueiredo, M. A. T.; R. Nowak; "Wavelet-based adaptive image deconvolution", Proc IEEE International Conf. on Acoustics, Speech, and Signal Processing - ICASSP, Orlando, United States, Vol. 2, pp. 1685 - 1688, May, 2002.
| BibTex
- Figueiredo, M. A. T.; A. K. Jain; "Bayesian Learning of Sparse Classifiers", Proc IEEE Conf. on Computer Vision and Pattern Recognition - CVPR, Hawaii, United States, Vol. , pp. - , December, 2001.
| BibTex
- Figueiredo, M. A. T.; R. Nowak; "Fast wavelet-based image deconvolution using the EM algorithm", Proc Asilomar Conf. on Signals, Systems, and Computers, Monterey, CA, United States, Vol. , pp. - , September, 2001.
| BibTex
- Figueiredo, M. A. T.; A. K. Jain; "A New Fast Method for Unsupervised Fitting of Finite Mixture Models", Proc Recent Developments in Mixture Modelling, Hamburg, Germany, Vol. , pp. - , July, 2001.
| BibTex
- U. Ndili; R. Nowak; Figueiredo, M. A. T.; "Coding-theoretic approach to SAR image segmentation", Proc SPIE Conf. on Algorithms for Synthetic Aperture Radar Imagery, Orlando, FL, United States, Vol. 4382, pp. - , April, 2001.
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- U. Ndili; R. Nowak; R. Baraniuk; Figueiredo, M. A. T.; "Coding-theoretic approach to segmentation and a robust CFAR detector for LADAR images", Proc SPIE Conf. on Algorithms for Synthetic Aperture Radar Imagery, Orlando, FL, United States, Vol. 4382, pp. - , April, 2001.
| BibTex
- Figueiredo, M. A. T.; "On Gaussian Radial Basis Function Approximations: Interpretation, Extensions, and Learning Strategies", Proc International Conf. on Pattern Recognition - ICPR, Barcelona, Spain, Vol. , pp. - , September, 2000.
| BibTex
- R. Cunha; Figueiredo, M. A. T.; C. Silvestre; "Simultaneous Compression and Denoising of Side Scan Sonar Images Using the Discrete Wavelet Transform", Proc IEEE MTS Oceans Conf., Providence, RI, United States, Vol. , pp. - , September, 2000.
| BibTex
- Figueiredo, M. A. T.; R. Nowak; "Unsupervised segmentation of Poisson data", Proc International Conf. on Pattern Recognition - ICPR, Barcelona, Spain, Vol. , pp. - , September, 2000.
| BibTex
- Figueiredo, M. A. T.; A. K. Jain; "Unsupervised Selection and Estimation of Finite Mixture Models", Proc International Conf. on Pattern Recognition - ICPR, Barcelona, Spain, Vol. , pp. - , September, 2000.
| BibTex
- V. Venkatachalam; R. Nowak; R. Baraniuk; Figueiredo, M. A. T.; "Unsupervised SAR image segmentation using recursive partitioning", Proc SPIE Conf. on Algorithms for Synthetic Aperture Radar Imagery, Orlando, FL, United States, Vol. , pp. - , April, 2000.
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Other Scientific Achievements
Awards
- Figueiredo, M. A. T.;
"Prémio UTL/Santander-Totta, in the area of Electrical Engineering and Computer Science", Prize awarded to the UTL researcher with the highest scientific impact, according to the ISI Science Citation Index, in the period 2002-2006., 01-12-2007.
- J. Dias; Oliveira, J. Pedro; Figueiredo, M. A. T.;
"Blind estimation of motion-blur parameters for image deconvolutio", Best paper award, Iberian Conference on Pattern Recognition and Image Analysis , 01-06-2007.
- Figueiredo, M. A. T.; Oliveira, J. Pedro; Dias, J.;
"Blind estimation of motion-blur parameters for image deconvolution", Best paper award, Iberian Conference on Pattern Recognition and Image Analysis, 01-06-2007.
- M. Rabbat; Figueiredo, M. A. T.; R. Nowak;
"Inferring Network Structure from Co-Occurrences", Neural Information Processing Systems - NIPS'2006, Student Paper Honorable Mention., 04-12-2006.
- Dias, J.; Oliveira, J. Pedro; Figueiredo, M. A. T.;
"Blind estimation of motion blur parameters for image deconvolution", Best paper award, Iberian Conference on Pattern Recognition and Image Analysis , 01-06-2007 .
, .
Miscellaneous
- Dias, J.; Figueiredo, M. A. T.; "Invited Talks", Alternating Direction Optimization for Convex Inverse Problems. Application to Imaging and Hyperspectral Unmixing", 2012 SIAM Conference on Applied Linear Algebra, 01-06-2012.
- Figueiredo, M. A. T.; "Invited Talks", On the Use of Alternating Direction Optimization for Imaging Inverse Problems", Symposium on Variational Image Analysis (VIA11), Heidelberg, Germany, 01-07-2011.
- Figueiredo, M. A. T.; "Invited Talks", Alternating direction optimization for fast solution of imaging inverse problems", Department of Mathematics and Department of Electronic Engineering, Chinese University of Hong Kong, 01-09-2010.
- Figueiredo, M. A. T.; "Invited Talks", Network Inference", XVIII Annual Congress of the Portuguese Statistical Society, 01-09-2010.
- Figueiredo, M. A. T.; "Invited Talks", Removing non-additive noise using variable splitting and augmented lagrangian optimization", Summer School and Workshop on Imaging Sciences and Medical Applications, 01-06-2010.
- Figueiredo, M. A. T.; "Invited Talks", On Semi-Supervised and Active Learning", Statistics for Data Mining, Learning, and Knowledge Extraction - IASC'2007, 01-07-2007.
- Figueiredo, M. A. T.; "Invited Talks", Semi-supervised Classification and Clustering", Seventh International Workshop on Pattern Recognition in Information Systems - PRIS'2007, 01-06-2007.
- Figueiredo, M. A. T.; "Member of Technical Committee", IEEE Technical Committee on Image and Multidimensional Digital Signal Processing (IMDSP-TC)", , 01-01-2007.
- Figueiredo, M. A. T.; "Invited Talks", On semi-supervised learning", International Workshop on Multimedia Content Representation, Classification, and Security, 13-09-2006.
- Figueiredo, M. A. T.; "Invited Talks", Semi-supervised classification and clustering", Annual Conference of the German Classification Society, 10-03-2006.
- Figueiredo, M. A. T.; "Invited Talks", Recent advances in wavelet-based image restoration", 5th Conference on Telecommunications - ConfTele'2005, 18-11-2005.
- Figueiredo, M. A. T.; "Invited Talks", Image segmentation under wavelet-based (and other) priors", ECE Department, University of Wisconsin, 28-08-2005.
- Figueiredo, M. A. T.; "Invited Talks", Image segmentation under wavelet-based (and other) priors", CSE Department, Michigan State University, 18-05-2005.
- Figueiredo, M. A. T.; "Invited Talks", Iterative algorithms for wavelet-based image restoration", INRIA Sophia Antipolis, France, 12-10-2004.
- Figueiredo, M. A. T.; "Invited Talks", Some Model Selection Problems in Image Analysis", International Conference on Image Ananlysis and Recognition - ICIAR'2004, 01-10-2004.
- Figueiredo, M. A. T.; "Tutorial", Introduction to Bayesian inference and statistical learning", Dipartimento di Informatica, Univeristy of Verona, Italy, 18-09-2004.
- Figueiredo, M. A. T.; "Invited Talks", Feature selection in supervised and unsupervised learning", University of Florida Workshop on Data Mining, Statistical Learning, and Bioinformatics, 09-01-2004.
- Figueiredo, M. A. T.; "Invited Talks", Model and Feature Selection for Finite Mixtures", Red Temática de Reconocimiento de Formas y sus Aplicaciones, Espanha, 16-06-2003.
- Figueiredo, M. A. T.; "Invited Talks", Pattern Analysis of Microarray Data: Clustering, Selection, Classification.", INESC-ID, 20-02-2003.
Other Contributions
Conference Committees
- International Conf. on Machine Learning - ICML, Scientific Committee, Mário Alexandre Teles de Figueiredo , 2010.
- European Signal Processing Conf. - EUSIPCO, Scientific Committee, Mário Alexandre Teles de Figueiredo , 2010.
- International Conf. on Pattern Recognition - ICPR, Conference Chairman, Mário Alexandre Teles de Figueiredo , 2010.
- IEEE International Conf. on Acoustics, Speech, and Signal Processing - ICASSP, Scientific Committee, Mário Alexandre Teles de Figueiredo , 2010.
- IEEE International Conf. on Image Processing - ICIP, Scientific Committee, Mário Alexandre Teles de Figueiredo , 2010.
- IEEE Conf. on Computer Vision and Pattern Recognition - CVPR, Scientific Committee, Mário Alexandre Teles de Figueiredo , 2010.
- International Conference on Image Processing - ICIP'2007, Technical Programme Committee, Mário Alexandre Teles de Figueiredo , 2007.
- Energy Minimization Methods in COmputer Vision and Pattern Recognition - EMMCVPR'2007, Technical Programme Committee, Mário Alexandre Teles de Figueiredo , 2007.
- IEEE Computer Society Conference on Computer Vision and Pattern Recognition - CVPR'2007, Scientific Committee, Mário Alexandre Teles de Figueiredo , 2007.
- Third Iberian Conference on Pattern Recognition and Image Analysis - IbPRIA'2007, Technical Programme Committee, Mário Alexandre Teles de Figueiredo , 2007.
- International Workshop on Pattern Recognition in Information Systems, Technical Programme Committee, Mário Alexandre Teles de Figueiredo , 2007.
- International Conf. on Image Analysis and Recognition, Technical Programme Committee, Mário Alexandre Teles de Figueiredo , 2007.
- IEEE International Conf. on Acoustics, Speech, and Signal Processing - ICASSP, Technical Programme Committee, Mário Alexandre Teles de Figueiredo , 2007.
- International Conference on Image Processing - ICIP'2006, Technical Programme Committee, Mário Alexandre Teles de Figueiredo , 2006.
- IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Technical Programme Committee, Mário Alexandre Teles de Figueiredo , 2006.
- IEEE Workshop on Machine Learning for Signal Processing - MLSP'2006, Technical Programme Committee, Mário Alexandre Teles de Figueiredo , 2006.
- IEEE International Conference on Acoustics, Speech, and Signal Processing, Technical Programme Committee, Mário Alexandre Teles de Figueiredo , 2006.
- European Conference on Computer Vision - ECCV'2006, Technical Programme Committee, Mário Alexandre Teles de Figueiredo , 2006.
- Neural Information Processing Systems: Natural and Synthetic - NIPS'2005, Technical Programme Committee, Mário Alexandre Teles de Figueiredo , 2005.
- Fifth International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition - EMMCVPR'2005, Technical Programme Committee, Mário Alexandre Teles de Figueiredo , 2005.
- International Conference on Image Analysis and Recognition - ICIAR'2005, Technical Programme Committee, Mário Alexandre Teles de Figueiredo , 2005.
- International Conference on Image Processing - ICIP'2005, Technical Programme Committee, Mário Alexandre Teles de Figueiredo , 2005.
- International Joint Conference on Neural Networks - IJCNN'2005, Technical Programme Committee, Mário Alexandre Teles de Figueiredo , 2005.
- IEEE Conference on Computer Vision and Pattern Recognition - CVPR'2005, Technical Programme Committee, Mário Alexandre Teles de Figueiredo , 2005.
- 2nd Iberian Conference on Pattern Recognition and Image Analysis - IbPRIA'2005, Technical Programme Committee, Mário Alexandre Teles de Figueiredo , 2005.
- IEEE International Conference on Acoustics, Speech, and Signal Processing - ICASSP'2006, Technical Programme Committee, Mário Alexandre Teles de Figueiredo , 2005.
- IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP'2005, Technical Programme Committee, Mário Alexandre Teles de Figueiredo , 2005.
- International Conference on E-Business and Telecommunication Networks - ICETE'2004, Technical Programme Committee, Mário Alexandre Teles de Figueiredo , 2004.
- International Conference on Pattern Recognition - ICPR'2004, Technical Programme Committee, Mário Alexandre Teles de Figueiredo , 2004.
- IAPR International Workshops on Syntactical and Structural Pattern Recognition and Statistical Pattern Recognition - SSPR 2004 & SPR 2004, Organizing Committee, Mário Alexandre Teles de Figueiredo , 2004.
- IEEE Conference on Computer Vision and Pattern Recognition - CVPR'2004, Technical Programme Committee, Mário Alexandre Teles de Figueiredo , 2004.
- IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP'2004, Technical Programme Committee, Mário Alexandre Teles de Figueiredo , 2004.
- European Conference on Vomputer Vision - ECCV'2004, Technical Programme Committee, Mário Alexandre Teles de Figueiredo , 2004.
- Fourth International Workshop on Pattern Recognition in Information Systems - PRIS'2004, Technical Programme Committee, Mário Alexandre Teles de Figueiredo , 2004.
- IEEE International Conference on High-Speed Networks and Multimedia Communications - HSNMC'2003, Technical Programme Committee, Mário Alexandre Teles de Figueiredo , 2003.
- Energy Minimization Methods in Computer Vision and Pattern Recognition - EMMCVPR 2005, Conference Chairman, Mário Alexandre Teles de Figueiredo , 2003.
- Third International Workshop on Pattern Recognition in Information Systems - PRIS'2003, Technical Programme Committee, Mário Alexandre Teles de Figueiredo , 2003.
- Fourth Portuguese Conference on Telecommunications - ConfTele'2003, Technical Programme Committee, Mário Alexandre Teles de Figueiredo , 2003.
- IEEE International Conference on Acoustics, Speech, and Signal Processing - ICASSP'2003, Scientific Committee, Mário Alexandre Teles de Figueiredo , 2003.
- Iberian Conference on Pattern Recognition and Image Analysis - IbPRIA'2003, Scientific Committee, Mário Alexandre Teles de Figueiredo , 2003.
- Third Indian Conference on Computer Vision, Graphics, and Image Processing - ICVGIP'2002, Technical Programme Committee, Mário Alexandre Teles de Figueiredo , 2002.
- Second International Conference on Development and Learning - ICDL'2002, Technical Programme Committee, Mário Alexandre Teles de Figueiredo , 2002.
Editorial Committees
- IEEE Journal on Selected Topics in Signal Processing
, IEEE, Mário Alexandre Teles de Figueiredo , Guest Editor of Special Issue, 01-01-2010 to 01-12-2010.
- Statistics and Computing
, Springer, Mário Alexandre Teles de Figueiredo , Associate Editor, 01-01-2010 to 01-12-2012.
- Signal Processing
, EURASIP, Mário Alexandre Teles de Figueiredo , Associate Editor, 01-09-2005 to 31-12-2007.
- IEEE Transactions on Pattern Analysis and Machine Intelligence
, IEEE, Mário Alexandre Teles de Figueiredo , Associate Editor, 01-09-2005 to 01-12-2009.
- IEEE Transactions on Signal Processing
, IEEE, Mário Alexandre Teles de Figueiredo , Guest co-editor of a Special Issue on Machine Learning Methods in Signal Processing , 01-01-2003 to 31-12-2004.
- IEEE Transactions on Pattern Analysis and Machine Intelligence
, IEEE, Mário Alexandre Teles de Figueiredo , Guest Co-editor of a Special Issue on Energy Minimization Methods in Computer Vision and Pattern Recognition, 01-01-2002 to 31-12-2003.
- IEEE Transactions on Mobile Computing
, IEEE, Mário Alexandre Teles de Figueiredo , Associate Editor, 01-01-2002 to 31-12-2005.
- Pattern Recognition Letters
, Elsevier Science, Mário Alexandre Teles de Figueiredo , Associate Editor, 01-01-2002 to 31-12-2006.
- IEEE Transacations on Image Processing
, IEEE, Mário Alexandre Teles de Figueiredo , Associate Editor, 01-01-2002 to 31-12-2008.
Refereeing
Journals
-
IEEE Trans. on Image Processing
2007, 1 review(s);
-
IEEE Trans. on Information Theory
2007, 1 review(s);
