Pedro M. Q. Aguiar

Mathieu Blondel

Vlad Niculae

J. Mach. Learn. Res., 2022

2021

COCO Denoiser: Using Co-Coercivity for Variance Reduction in Stochastic Convex Optimization.

[BibT_eX]

[DOI]

Manuel Madeira

João Xavier

CoRR, 2021

Multimodal Continuous Visual Attention Mechanisms.

[BibT_eX]

[DOI]

António Farinhas

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020

Sparse and Continuous Attention Mechanisms.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Seeing without Looking: Contextual Rescoring of Object Detections for AP Maximization.

[BibT_eX]

[DOI]

Lourenço V. Pato

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2015

Distributed Optimization With Local Domains: Applications in MPC and Network Flows.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2015

Optimized filters for efficient multi-texture discrimination.

[BibT_eX]

[DOI]

Pattern Anal. Appl., 2015

AD<sup>3</sup>: alternating directions dual decomposition for MAP inference in graphical models.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2015

2014

Maximizing compression efficiency through block rotation.

[BibT_eX]

[DOI]

CoRR, 2014

Symmetric polynomials for 2D shape representation.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

On the Combination of Information-Theoretic Kernels with Generative Embeddings.

[BibT_eX]

[DOI]

Manuele Bicego

Umberto Castellani

Proceedings of the Similarity-Based Pattern Analysis and Recognition, 2013

D-ADMM: A Communication-Efficient Distributed Algorithm for Separable Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2013

Combining information theoretic kernels with generative embeddings for classification.

[BibT_eX]

[DOI]

Neurocomputing, 2013

Shape representation via elementary symmetric polynomials: A complete invariant inspired by the bispectrum.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2013

Extraction of line segments in cluttered images via multiscale edges.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2013

Distributed compressed sensing algorithms: Completing the puzzle.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

A unified algorithmic approach to distributed optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

2012

Distributed Basis Pursuit.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

Connectivity-Enforcing Hough Transform for the Robust Extraction of Line Segments.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2012

Alternating Directions Dual Decomposition

[BibT_eX]

[DOI]

CoRR, 2012

6D pose estimation of textureless shiny objects using random ferns for bin-picking.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

D-ADMM: A distributed algorithm for compressed sensing and other separable optimization problems.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

ADMM for consensus on colored networks.

[BibT_eX]

[DOI]

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Distributed ADMM for model predictive control and congestion control.

[BibT_eX]

[DOI]

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

2011

Revisiting Complex Moments for 2-D Shape Representation and Image Normalization.

[BibT_eX]

[DOI]

André Filipe Torres Martins

IEEE Trans. Image Process., 2011

Online Learning of Structured Predictors with Multiple Kernels.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011

Renal Cancer Cell Classification Using Generative Embeddings and Information Theoretic Kernels.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition in Bioinformatics, 2011

An Augmented Lagrangian Approach to Constrained MAP Inference.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Machine Learning, 2011

Incremental local Hough Transform for line segment extraction.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Basis Pursuit in sensor networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Structured Sparsity in Structured Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

Dual Decomposition with Many Overlapping Components.

[BibT_eX]

[DOI]

Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

2010

Revisiting Complex Moments For 2D Shape Representation and Image Normalization

[BibT_eX]

[DOI]

CoRR, 2010

ANSIG - An Analytic Signature for Arbitrary 2D Shapes (or Bags of Unlabeled Points)

[BibT_eX]

[DOI]

CoRR, 2010

Alternatives to speech in low bit rate communication systems

[BibT_eX]

[DOI]

Cristina Videira Lopes

CoRR, 2010

Maximum Likelihood Mosaics

[BibT_eX]

[DOI]

Bernardo Esteves Pires

CoRR, 2010

3-D Rigid Models from Partial Views - Global Factorization

[BibT_eX]

[DOI]

Bruno B. Gonçalves

CoRR, 2010

Information Theoretical Kernels for Generative Embeddings Based on Hidden Markov Models.

[BibT_eX]

[DOI]

André Filipe Torres Martins

Proceedings of the Structural, 2010

2D Shape Recognition Using Information Theoretic Kernels.

[BibT_eX]

[DOI]

Manuele Bicego

Vittorio Murino

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Learning simple texture discrimination filters.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

The 2D orientation is unique through principal moments analysis.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

Combining free energy score spaces with information theoretic kernels: Application to scene classification.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2010

Efficient Methods for Point Matching with Known Camera Orientation.

[BibT_eX]

[DOI]

João F. C. Mota

Proceedings of the Image Analysis and Recognition, 7th International Conference, 2010

Turbo Parsers: Dependency Parsing by Approximate Variational Inference.

[BibT_eX]

[DOI]

Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

2009

Nonextensive Information Theoretic Kernels on Measures.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2009

Principal moments for efficient representation of 2D shape.

[BibT_eX]

[DOI]

Gustavo A. S. Lopes

Proceedings of the International Conference on Image Processing, 2009

2008

Nonextensive Generalizations of the Jensen-Shannon Divergence

[BibT_eX]

[DOI]

CoRR, 2008

Tsallis kernels on measures.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Information Theory Workshop, 2008

Nonextensive entropic kernels.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2008

Classification of unlabeled point sets using ANSIG.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2008

Globally optimal solution to exploit rigidity when recovering structure from motion under occlusion.

[BibT_eX]

[DOI]

Marko Stosic

Proceedings of the International Conference on Image Processing, 2008

ANSIG - An analytic signature for permutation-invariant two-dimensional shape representation.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Spectrally optimal factorization of incomplete matrices.

[BibT_eX]

[DOI]

Marko Stosic

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

Joint Segmentation of Moving Object and Estimation of Background in Low-Light Video using Relaxation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2007

2006

Unsupervised Simultaneous Registration and Exposure Correction.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2006

Global Motion Estimation: Feature-Based, Featureless, or Both ?!

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

Occlusion-Based Accurate Silhouettes from Video Streams.

[BibT_eX]

[DOI]

António R. Miranda

Nuno de Castro

Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

2005

Figure-ground segmentation from occlusion.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2005

Orientation in Manhattan: Equiprojective Classes and Sequential Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2005

Featureless global alignment of multiple images.

[BibT_eX]

[DOI]

Bernardo Esteves Pires

Proceedings of the 2005 International Conference on Image Processing, 2005

2004

Registration of images with small overlap.

[BibT_eX]

[DOI]

Bernardo Esteves Pires

Proceedings of the IEEE 6th Workshop on Multimedia Signal Processing, 2004

Complete 3-d models from video: a global approach.

[BibT_eX]

[DOI]

Bruno B. Gonçalves

Proceedings of the 2004 International Conference on Image Processing, 2004

2003

Acoustic Modems for Ubiquitous Computing.

[BibT_eX]

[DOI]

Cristina Videira Lopes

IEEE Pervasive Comput., 2003

Rank 1 Weighted Factorization for 3D Structure Recovery: Algorithms and Performance Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2003

Navigating in Manhattan: 3D orientation from video without correspondences.

[BibT_eX]

[DOI]

Proceedings of the 2003 International Conference on Image Processing, 2003

Estimation of Rank Deficient Matrices from Partial Observations: Two-Step Iterative Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2003

2002

3D structure from video streams with partially overlapping images.

[BibT_eX]

[DOI]

Proceedings of the 2002 International Conference on Image Processing, 2002

Factorization with missing data for 3D structure recovery.

[BibT_eX]

[DOI]

Proceedings of the IEEE 5th Workshop on Multimedia Signal Processing, 2002

Aerial communications using piano, clarinet, and bells.

[BibT_eX]

[DOI]

Natacha Domingues

João Lacerda

Cristina Videira Lopes

Proceedings of the IEEE 5th Workshop on Multimedia Signal Processing, 2002

2001

Three-dimensional modeling from two-dimensional video.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2001

Image motion estimation-convergence and error analysis.

[BibT_eX]

[DOI]

Proceedings of the 2001 International Conference on Image Processing, 2001

Maximum Likelihood Estimation of the Template of a Rigid Moving Object.

[BibT_eX]

[DOI]

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2001

2000

Systems with exponential eigenfunctions and exponential-input/constant-output operators.

[BibT_eX]

[DOI]

Francisco M. Garcia

IEEE Signal Process. Lett., 2000

Weighted Factorization.

[BibT_eX]

[DOI]

Proceedings of the 2000 International Conference on Image Processing, 2000

1999

Fast 3D modeling from video.

[BibT_eX]

[DOI]

Proceedings of the Third IEEE Workshop on Multimedia Signal Processing, 1999

A Fast Algorithm for Rigid Structure from Image Sequences.

[BibT_eX]

[DOI]

Proceedings of the 1999 International Conference on Image Processing, 1999

Maximum Likelihood Inference of 3D Structure from Image Sequences.

[BibT_eX]

[DOI]

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 1999

Factorization as a Rank 1 Problem.

[BibT_eX]

[DOI]

Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998

Video Representation via 3D Shaped Mosaics.

[BibT_eX]

[DOI]

Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

1997

Detecting and Solving Template Ambiguities in Motion Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

1996

Incremental motion segmentation in low texture.

[BibT_eX]

[DOI]