Mário A. T. Figueiredo
Orcid: 0000-0002-0970-7745Affiliations:
- Instituto de Telecomunicaçoes, Portugal
According to our database1,
Mário A. T. Figueiredo
authored at least 271 papers
between 1992 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2010, "For contributions to pattern recognition and computer vision".
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on zbmath.org
-
on scopus.com
-
on orcid.org
-
on lx.it.pt
On csauthors.net:
Bibliography
2024
Inf., 2024
CoRR, 2024
CoRR, 2024
Proceedings of the 19th International Joint Conference on Computer Vision, 2024
Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024
2023
Entropy, July, 2023
IEEE Trans. Autom. Control., February, 2023
Distributed Banach-Picard Iteration: Application to Distributed Parameter Estimation and PCA.
IEEE Trans. Signal Process., 2023
CoRR, 2023
Causal Discovery from Observation Data: Some Recent Advances.
Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023
Proceedings of the 12th International Conference on Pattern Recognition Applications and Methods, 2023
Proceedings of the Computational Science - ICCS 2023, 2023
Proceedings of the 12th International Conference on Data Science, 2023
Proceedings of the Conference on Causal Learning and Reasoning, 2023
2022
Eng. Appl. Artif. Intell., 2022
Understanding Unfairness in Fraud Detection through Model and Data Bias Interactions.
CoRR, 2022
Prisoners of Their Own Devices: How Models Induce Data Bias in Performative Prediction.
CoRR, 2022
Improving Generalizability to Out-of-Distribution Data in Radiogenomic Models to Predict IDH Mutation Status in Glioma Patients.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2022
A Step Towards the Explainability of Microarray Data for Cancer Diagnosis with Machine Learning Techniques.
Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods, 2022
Proceedings of the 1st Conference on Causal Learning and Reasoning, 2022
2021
IEEE Trans. Geosci. Remote. Sens., 2021
CoRR, 2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
An Overview of the Contributions of Jose Manuel Bioucas-Dias to Remote Sensing Image Processing.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods, 2021
2020
A classification-based approach to semi-supervised clustering with pairwise constraints.
Neural Networks, 2020
A multicenter study on radiomic features from T<sub>2</sub>-weighted images of a customized MR pelvic phantom setting the basis for robust radiomic models in clinics.
CoRR, 2020
Class-Specific Interferometric Phase Estimation Using Patch-Based Importance Sampling.
IEEE Access, 2020
Proceedings of the IEEE Workshop on Signal Processing Systems, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Neural Information Processing - 27th International Conference, 2020
Proceedings of the IEEE International Conference on Image Processing, 2020
Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020
Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020
2019
A Convergent Image Fusion Algorithm Using Scene-Adapted Gaussian-Mixture-Based Denoising.
IEEE Trans. Image Process., 2019
IEEE Trans. Image Process., 2019
IEEE Trans. Geosci. Remote. Sens., 2019
IEEE Trans. Computational Imaging, 2019
Int. J. Document Anal. Recognit., 2019
SURE-Fuse WFF: A Multi-Resolution Windowed Fourier Analysis for Interferometric Phase Denoising.
IEEE Access, 2019
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
2018
IEEE Signal Process. Lett., 2018
Conditional Random Fields as Recurrent Neural Networks for 3D Medical Imaging Segmentation.
CoRR, 2018
CoRR, 2018
Scene-Adapted Plug-and-Play Algorithm with Guaranteed Convergence: Applications to Data Fusion in Imaging.
CoRR, 2018
Simultaneous Sparsity and Parameter Tying for Deep Learning Using Ordered Weighted ℓ1 Regularization.
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
2017
Pattern Recognit., 2017
Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017
Proceedings of the IEEE International Conference on Computer Vision, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the Latent Variable Analysis and Signal Separation, 2017
Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017
Sharpening Hyperspectral Images Using Spatial and Spectral Priors in a Plug-and-Play Algorithm.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017
2016
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016
Image restoration and reconstruction using variable splitting and class-adapted image priors.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Bayesian image segmentation using hidden fields: Supervised, unsupervised, and semi-supervised formulations.
Proceedings of the 24th European Signal Processing Conference, 2016
Ordered Weighted L1 Regularized Regression with Strongly Correlated Covariates: Theoretical Aspects.
Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016
2015
Signal Image Video Process., 2015
AD<sup>3</sup>: alternating directions dual decomposition for MAP inference in graphical models.
J. Mach. Learn. Res., 2015
Int. J. Pattern Recognit. Artif. Intell., 2015
Feature selection for clustering categorical data with an embedded modelling approach.
Expert Syst. J. Knowl. Eng., 2015
Single-frame Image Denoising and Inpainting Using Gaussian Mixtures.
Proceedings of the ICPRAM 2015, 2015
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
2014
Parametric Blur Estimation for Blind Restoration of Natural Images: Linear Motion and Out-of-Focus.
IEEE Trans. Image Process., 2014
IEEE Signal Process. Lett., 2014
Spectrometric differentiation of yeast strains using minimum volume increase and minimum direction change clustering criteria.
Pattern Recognit. Lett., 2014
Neurocomputing, 2014
Generative embeddings based on Rician mixtures for kernel-based classification of magnetic resonance images.
Neurocomputing, 2014
Solving OSCAR regularization problems by fast approximate proximal splitting algorithms.
Digit. Signal Process., 2014
The Ordered Weighted ℓ<sub>1</sub> Norm: Atomic Formulation, Dual Norm, and Projections.
CoRR, 2014
CoRR, 2014
Proceedings of the INTERSPEECH 2014, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Teaching a new trick to an old dog: Revisiting the quadratic programming formulation of sparse recovery using ADMM.
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the 22nd European Signal Processing Conference, 2014
The atomic norm formulation of OSCAR regularization with application to the Frank-Wolfe algorithm.
Proceedings of the 22nd European Signal Processing Conference, 2014
2013
Learning Similarities from Examples Under the Evidence Accumulation Clustering Paradigm.
Proceedings of the Similarity-Based Pattern Analysis and Recognition, 2013
Proceedings of the Similarity-Based Pattern Analysis and Recognition, 2013
IEEE Trans. Image Process., 2013
Deconvolving Images With Unknown Boundaries Using the Alternating Direction Method of Multipliers.
IEEE Trans. Image Process., 2013
Parameter Estimation for Blind and Non-Blind Deblurring Using Residual Whiteness Measures.
IEEE Trans. Image Process., 2013
Combining information theoretic kernels with generative embeddings for classification.
Neurocomputing, 2013
Novel fiducial and non-fiducial approaches to electrocardiogram-based biometric systems.
IET Biom., 2013
Proceedings of the 21st Mediterranean Conference on Control and Automation, 2013
Moving Horizon Estimation of Pedestrian Interactions Based on Multiple Velocity Fields.
Proceedings of the Advances in Visual Computing - 9th International Symposium, 2013
Proceedings of the Pattern Recognition Applications and Methods - International Conference, 2013
Probabilistic Evidence Accumulation for Clustering Ensembles.
Proceedings of the ICPRAM 2013, 2013
Alternating Direction Optimization for Imaging and Machine Learning Problems.
Proceedings of the ICPRAM 2013, 2013
Proceedings of the Pattern Recognition Applications and Methods - International Conference, 2013
Relevance and Mutual Information-based Feature Discretization.
Proceedings of the ICPRAM 2013, 2013
An Information Theoretic Approach to Text Sentiment Analysis.
Proceedings of the ICPRAM 2013, 2013
Blind image deblurring with unknown boundaries using the alternating direction method of multipliers.
Proceedings of the IEEE International Conference on Image Processing, 2013
Frame-based image deblurring with unknown boundary conditions using the alternating direction method of multipliers.
Proceedings of the IEEE International Conference on Image Processing, 2013
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013
Proceedings of the Pattern Recognition and Image Analysis - 6th Iberian Conference, 2013
Proceedings of the Progress in Artificial Intelligence, 2013
2012
Pattern Recognit. Lett., 2012
Pattern Recognit., 2012
Towards a Classification Approach using Meta-Biclustering: Impact of Discretization in the Analysis of Expression Time Series.
J. Integr. Bioinform., 2012
Prognostic Prediction Using Clinical Expression Time Series: Towards a Supervised Learning Approach Based on Meta-biclusters.
Proceedings of the 6th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2012
Structured Sparsity in Natural Language Processing: Models, Algorithms and Applications.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012
A Dynamic Wrapper Method for Feature Discretization and Selection.
Proceedings of the ICPRAM 2012, 2012
Generative Embeddings based on Rician Mixtures - Application to Kernel-based Discriminative Classification of Magnetic Resonance Images.
Proceedings of the ICPRAM 2012, 2012
Proceedings of the 3rd International Workshop on Cognitive Information Processing, 2012
2011
An Augmented Lagrangian Approach to the Constrained Optimization Formulation of Imaging Inverse Problems.
IEEE Trans. Image Process., 2011
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011
Comparison of near infrared and Raman hyperspectral unmixing performances for chemical identification of pharmaceutical tablets.
Proceedings of the 3rd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2011
Proceedings of the Similarity-Based Pattern Recognition - First International Workshop, 2011
Renal Cancer Cell Classification Using Generative Embeddings and Information Theoretic Kernels.
Proceedings of the Pattern Recognition in Bioinformatics, 2011
Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011
Proceedings of the 28th International Conference on Machine Learning, 2011
Discriminative model selection using a modified Bayesian criterion: Application to trajectory modeling.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Image super-segmentation: Segmentation with multiple labels from shuffled observations.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Feature Discretization and Selection in Microarray Data.
Proceedings of the KDIR 2011, 2011
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011
Proceedings of the Pattern Recognition and Image Analysis - 5th Iberian Conference, 2011
Proceedings of EUROCON 2011, 2011
Proceedings of EUROCON 2011, 2011
Proceedings of the 19th European Symposium on Artificial Neural Networks, 2011
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011
Proceedings of the 2011 Data Compression Conference (DCC 2011), 2011
ECG-based Continuous Authentication System using Adaptive String Matching.
Proceedings of the BIOSIGNALS 2011, 2011
2010
IEEE Trans. Image Process., 2010
IEEE Trans. Image Process., 2010
IEEE Trans. Image Process., 2010
IEEE Trans. Image Process., 2010
Proc. IEEE, 2010
IEEE J. Sel. Top. Signal Process., 2010
Alternating direction algorithms for constrained sparse regression: Application to hyperspectral unmixing.
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010
Information Theoretical Kernels for Generative Embeddings Based on Hidden Markov Models.
Proceedings of the Structural, 2010
Feature Transformation and Reduction for Text Classification.
Proceedings of the Pattern Recognition in Information Systems, 2010
Personal Identification and Authentication based on One-lead ECG using Ziv-Merhav Cross Parsing.
Proceedings of the Pattern Recognition in Information Systems, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the International Conference on Image Processing, 2010
Frame-based deconvolution of Poissonian images using alternating direction optimization.
Proceedings of the International Conference on Image Processing, 2010
Combining free energy score spaces with information theoretic kernels: Application to scene classification.
Proceedings of the International Conference on Image Processing, 2010
An augmented Lagrangian approach to linear inverse problems with compound regularization.
Proceedings of the International Conference on Image Processing, 2010
A fast algorithm for the constrained formulation of compressive image reconstruction and other linear inverse problems.
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010
2009
Signal Process., 2009
Pattern Recognit., 2009
Spectral unmixing via minimum volume simplices: Application to near infrared spectra of counterfeit tablets.
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the International Conference on Image Processing, 2009
Selecting Categorical Features in Model-based Clustering.
Proceedings of the KDIR 2009 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Funchal, 2009
Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009
Proceedings of the 2009 Data Compression Conference (DCC 2009), 2009
2008
Comput. Vis. Image Underst., 2008
Suffix Arrays - A Competitive Choice for Fast Lempel-Ziv Compressions.
Proceedings of the SIGMAP 2008, 2008
Information Theoretic Text Classification Methods Evaluation.
Proceedings of the Pattern Recognition in Information Systems, 2008
Proceedings of the 2008 IEEE Information Theory Workshop, 2008
Proceedings of the International Conference on Image Processing, 2008
Proceedings of the International Conference on Image Processing, 2008
Proceedings of the e-Business and Telecommunications - International Conference, 2008
2007
IEEE Trans. Image Process., 2007
A New TwIST: Two-Step Iterative Shrinkage/Thresholding Algorithms for Image Restoration.
IEEE Trans. Image Process., 2007
Gradient Projection for Sparse Reconstruction: Application to Compressed Sensing and Other Inverse Problems.
J. Sel. Topics Signal Processing, 2007
Semi-Supervised and Active Learning.
Proceedings of the Pattern Recognition in Information Systems, 2007
Semi-Supervised Learning of Switched Dynamical Models for Classification of Human Activities in Surveillance Applications.
Proceedings of the International Conference on Image Processing, 2007
Proceedings of the International Conference on Image Processing, 2007
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007
2006
Signal Process. Image Commun., 2006
Proceedings of the Advances in Neural Information Processing Systems 19, 2006
Proceedings of the Advances in Neural Information Processing Systems 19, 2006
Proceedings of the Multimedia Content Representation, 2006
On Total Variation Denoising: A New Majorization-Minimization Algorithm and an Experimental Comparisonwith Wavalet Denoising.
Proceedings of the International Conference on Image Processing, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the Advances in Data Analysis, 2006
Proceedings of the 14th European Signal Processing Conference, 2006
Proceedings of the 14th European Symposium on Artificial Neural Networks, 2006
2005
IEEE Trans. Pattern Anal. Mach. Intell., 2005
IEEE Trans. Pattern Anal. Mach. Intell., 2005
Proceedings of the 2005 International Conference on Image Processing, 2005
Proceedings of the 2005 International Conference on Image Processing, 2005
Image Segmentation for the Application of the Neugebauer Colour Prediction Model on Inkjet Printed Ceramic Tiles.
Proceedings of the Image Analysis and Recognition, Second International Conference, 2005
Proceedings of the Pattern Recognition and Image Analysis, Second Iberian Conference, 2005
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2005
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
2004
IEEE Trans. Signal Process., 2004
Pattern Recognit., 2004
IEEE Trans. Pattern Anal. Mach. Intell., 2004
IEEE Trans. Pattern Anal. Mach. Intell., 2004
Guest Editors' Introduction to the Special Section on Energy Minimization Methods in Computer Vision and Pattern Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2004
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
Proceedings of the Image Analysis and Recognition: International Conference, 2004
2003
IEEE Trans. Image Process., 2003
A sequential pruning strategy for the selection of the number of states in hidden Markov models.
Pattern Recognit. Lett., 2003
IEEE Trans. Pattern Anal. Mach. Intell., 2003
Proceedings of the NNSP 2003, 2003
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003
2002
IEEE Trans. Pattern Anal. Mach. Intell., 2002
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002
Proceedings of the 2002 International Conference on Image Processing, 2002
Proceedings of the 2002 International Conference on Image Processing, 2002
Proceedings of the IEEE International Conference on Acoustics, 2002
2001
Wavelet-based image estimation: an empirical Bayes approach using Jeffrey's noninformative prior.
IEEE Trans. Image Process., 2001
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001
Proceedings of the 2001 International Conference on Image Processing, 2001
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001
2000
Unsupervised contour representation and estimation using B-splines and a minimum description length criterion.
IEEE Trans. Image Process., 2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
Proceedings of the 15th International Conference on Pattern Recognition, 2000
On Gaussian Radial Basis Function Approximations: Interpretation, Extensions, and Learning Strategies.
Proceedings of the 15th International Conference on Pattern Recognition, 2000
1999
Proceedings of the Storage and Retrieval for Image and Video Databases VII, 1999
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999
Unsupervised Progressive Parsing of Poisson Fields Using Minimum Description Length, Criteria.
Proceedings of the 1999 International Conference on Image Processing, 1999
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 1999
1998
IEEE Trans. Image Process., 1998
1997
Unsupervised image restoration and edge location using compound Gauss-Markov random fields and the MDL principle.
IEEE Trans. Image Process., 1997
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 1997
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997
1996
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996
1995
IEEE Trans. Medical Imaging, 1995
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995
1994
IEEE Trans. Image Process., 1994
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994
1993
Simulated tearing: an algorithm for discontinuity-preserving visual surface reconstruction.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1993
1992
IEEE Trans. Medical Imaging, 1992