Incremental motion segmentation in low texture. - Pedro M. Q. Aguiar; José M. F. Moura (ICIP (1), 1996)

Detecting and Solving Template Ambiguities in Motion Segmentation. - Pedro M. Q. Aguiar; José M. F. Moura (ICIP (2), 1997)

Video Representation via 3D Shaped Mosaics. - Pedro M. Q. Aguiar; José M. F. Moura (ICIP (1), 1998)

Factorization as a Rank 1 Problem. - Pedro M. Q. Aguiar; José M. F. Moura (CVPR, 1999)

Maximum Likelihood Inference of 3D Structure from Image Sequences. - Pedro M. Q. Aguiar; José M. F. Moura (EMMCVPR, 1999)

A Fast Algorithm for Rigid Structure from Image Sequences. - Pedro M. Q. Aguiar; José M. F. Moura (ICIP (3), 1999)

Fast 3D modeling from video. - Pedro M. Q. Aguiar; José M. F. Moura (MMSP, 1999)

Weighted Factorization. - Pedro M. Q. Aguiar; José M. F. Moura (ICIP, 2000)

Systems with exponential eigenfunctions and exponential-input/constant-output operators. - Pedro M. Q. Aguiar; Francisco M. Garcia (IEEE Signal Process. Lett., 2000)

Maximum Likelihood Estimation of the Template of a Rigid Moving Object. - Pedro M. Q. Aguiar; José M. F. Moura (EMMCVPR, 2001)

Image motion estimation-convergence and error analysis. - Pedro M. Q. Aguiar; José M. F. Moura (ICIP (2), 2001)

Three-dimensional modeling from two-dimensional video. - Pedro M. Q. Aguiar; José M. F. Moura (IEEE Trans. Image Process., 2001)

Aerial communications using piano, clarinet, and bells. - Natacha Domingues; João Lacerda; Pedro M. Q. Aguiar; Cristina Videira Lopes (IEEE Workshop on Multimedia Signal Processing, 2002)

Factorization with missing data for 3D structure recovery. - Rui F. C. Guerreiro; Pedro M. Q. Aguiar (IEEE Workshop on Multimedia Signal Processing, 2002)

3D structure from video streams with partially overlapping images. - Rui F. C. Guerreiro; Pedro M. Q. Aguiar (ICIP (3), 2002)

Estimation of Rank Deficient Matrices from Partial Observations: Two-Step Iterative Algorithms. - Rui F. C. Guerreiro; Pedro M. Q. Aguiar (EMMCVPR, 2003)

Navigating in Manhattan: 3D orientation from video without correspondences. - André F. T. Martins; Pedro M. Q. Aguiar; Mário A. T. Figueiredo (ICIP (1), 2003)

Rank 1 Weighted Factorization for 3D Structure Recovery: Algorithms and Performance Analysis. - Pedro M. Q. Aguiar; José M. F. Moura (IEEE Trans. Pattern Anal. Mach. Intell., 2003)

Acoustic Modems for Ubiquitous Computing. - Cristina Videira Lopes; Pedro M. Q. Aguiar (IEEE Pervasive Comput., 2003)

Complete 3-d models from video: a global approach. - Bruno B. Gonçalves; Pedro M. Q. Aguiar (ICIP, 2004)

Registration of images with small overlap. - Bernardo Esteves Pires; Pedro M. Q. Aguiar (MMSP, 2004)

Featureless global alignment of multiple images. - Bernardo Esteves Pires; Pedro M. Q. Aguiar (ICIP (1), 2005)

Orientation in Manhattan: Equiprojective Classes and Sequential Estimation. - André F. T. Martins; Pedro M. Q. Aguiar; Mário A. T. Figueiredo (IEEE Trans. Pattern Anal. Mach. Intell., 2005)

Figure-ground segmentation from occlusion. - Pedro M. Q. Aguiar; José M. F. Moura (IEEE Trans. Image Process., 2005)

Occlusion-Based Accurate Silhouettes from Video Streams. - Pedro M. Q. Aguiar; António R. Miranda; Nuno de Castro (ICIAR (1), 2006)

Global Motion Estimation: Feature-Based, Featureless, or Both ?! - Rui F. C. Guerreiro; Pedro M. Q. Aguiar (ICIAR (1), 2006)

Unsupervised Simultaneous Registration and Exposure Correction. - Pedro M. Q. Aguiar (ICIP, 2006)

Joint Segmentation of Moving Object and Estimation of Background in Low-Light Video using Relaxation. - Pedro M. Q. Aguiar; José M. F. Moura (ICIP (5), 2007)

Spectrally optimal factorization of incomplete matrices. - Pedro M. Q. Aguiar; João M. F. Xavier; Marko Stosic (CVPR, 2008)

ANSIG - An analytic signature for permutation-invariant two-dimensional shape representation. - José Jeronimo Rodrigues; Pedro M. Q. Aguiar; João M. F. Xavier (CVPR, 2008)

Globally optimal solution to exploit rigidity when recovering structure from motion under occlusion. - Pedro M. Q. Aguiar; João M. F. Xavier; Marko Stosic (ICIP, 2008)

Classification of unlabeled point sets using ANSIG. - José Jeronimo Rodrigues; João M. F. Xavier; Pedro M. Q. Aguiar (ICIP, 2008)

Nonextensive entropic kernels. - André F. T. Martins; Mário A. T. Figueiredo; Pedro M. Q. Aguiar; Noah A. Smith; Eric P. Xing (ICML, 2008)

Tsallis kernels on measures. - André F. T. Martins; Pedro M. Q. Aguiar; Mário A. T. Figueiredo (ITW, 2008)

Nonextensive Generalizations of the Jensen-Shannon Divergence - André F. T. Martins; Pedro M. Q. Aguiar; Mário A. T. Figueiredo (CoRR, 2008)

Principal moments for efficient representation of 2D shape. - João F. P. Crespo; Gustavo A. S. Lopes; Pedro M. Q. Aguiar (ICIP, 2009)

Nonextensive Information Theoretic Kernels on Measures. - André F. T. Martins; Noah A. Smith; Eric P. Xing; Pedro M. Q. Aguiar; Mário A. T. Figueiredo (J. Mach. Learn. Res., 2009)

Turbo Parsers: Dependency Parsing by Approximate Variational Inference. - André F. T. Martins; Noah A. Smith; Eric P. Xing; Pedro M. Q. Aguiar; Mário A. T. Figueiredo (EMNLP, 2010)

Efficient Methods for Point Matching with Known Camera Orientation. - João F. C. Mota; Pedro M. Q. Aguiar (ICIAR (1), 2010)

Combining free energy score spaces with information theoretic kernels: Application to scene classification. - Manuele Bicego; Alessandro Perina; Vittorio Murino; André F. T. Martins; Pedro M. Q. Aguiar; Mário A. T. Figueiredo (ICIP, 2010)

The 2D orientation is unique through principal moments analysis. - João F. P. Crespo; Pedro M. Q. Aguiar (ICIP, 2010)

Learning simple texture discrimination filters. - Rui F. C. Guerreiro; Pedro M. Q. Aguiar (ICIP, 2010)

2D Shape Recognition Using Information Theoretic Kernels. - Manuele Bicego; André Filipe Torres Martins; Vittorio Murino; Pedro M. Q. Aguiar; Mário A. T. Figueiredo (ICPR, 2010)

Information Theoretical Kernels for Generative Embeddings Based on Hidden Markov Models. - André F. T. Martins; Manuele Bicego; Vittorio Murino; Pedro M. Q. Aguiar; Mário A. T. Figueiredo (SSPR/SPR, 2010)

3-D Rigid Models from Partial Views - Global Factorization - Pedro M. Q. Aguiar; Rui F. C. Guerreiro; Bruno B. Gonçalves (CoRR, 2010)

Maximum Likelihood Mosaics - Bernardo Esteves Pires; Pedro M. Q. Aguiar (CoRR, 2010)

Alternatives to speech in low bit rate communication systems - Cristina Videira Lopes; Pedro M. Q. Aguiar (CoRR, 2010)

ANSIG - An Analytic Signature for Arbitrary 2D Shapes (or Bags of Unlabeled Points) - José Jeronimo Rodrigues; João M. F. Xavier; Pedro M. Q. Aguiar (CoRR, 2010)

Revisiting Complex Moments For 2D Shape Representation and Image Normalization - João F. P. Crespo; Pedro M. Q. Aguiar (CoRR, 2010)

Dual Decomposition with Many Overlapping Components. - André F. T. Martins; Noah A. Smith; Mário A. T. Figueiredo; Pedro M. Q. Aguiar (EMNLP, 2011)

Structured Sparsity in Structured Prediction. - André F. T. Martins; Noah A. Smith; Mário A. T. Figueiredo; Pedro M. Q. Aguiar (EMNLP, 2011)

Basis Pursuit in sensor networks. - João F. C. Mota; João M. F. Xavier; Pedro M. Q. Aguiar; Markus Püschel (ICASSP, 2011)

Incremental local Hough Transform for line segment extraction. - Rui F. C. Guerreiro; Pedro M. Q. Aguiar (ICIP, 2011)

An Augmented Lagrangian Approach to Constrained MAP Inference. - André F. T. Martins; Mário A. T. Figueiredo; Pedro M. Q. Aguiar; Noah A. Smith; Eric P. Xing (ICML, 2011)

Renal Cancer Cell Classification Using Generative Embeddings and Information Theoretic Kernels. - Manuele Bicego; Aydin Ulas; Peter J. Schüffler; Umberto Castellani; Vittorio Murino; André F. T. Martins; Pedro M. Q. Aguiar; Mário A. T. Figueiredo (PRIB, 2011)

Online Learning of Structured Predictors with Multiple Kernels. - André Filipe Torres Martins; Noah A. Smith; Eric P. Xing; Pedro M. Q. Aguiar; Mário A. T. Figueiredo (AISTATS, 2011)

Revisiting Complex Moments for 2-D Shape Representation and Image Normalization. - João F. P. Crespo; Pedro M. Q. Aguiar (IEEE Trans. Image Process., 2011)

Distributed ADMM for model predictive control and congestion control. - João F. C. Mota; João M. F. Xavier; Pedro M. Q. Aguiar; Markus Püschel (CDC, 2012)

ADMM for consensus on colored networks. - João F. C. Mota; João M. F. Xavier; Pedro M. Q. Aguiar; Markus Püschel (CDC, 2012)

D-ADMM: A distributed algorithm for compressed sensing and other separable optimization problems. - João F. C. Mota; João M. F. Xavier; Pedro M. Q. Aguiar; Markus Püschel (ICASSP, 2012)

6D pose estimation of textureless shiny objects using random ferns for bin-picking. - José Jeronimo Rodrigues; Jun-Sik Kim 001; Makoto Furukawa; João M. F. Xavier; Pedro M. Q. Aguiar; Takeo Kanade (IROS, 2012)

Alternating Directions Dual Decomposition - André F. T. Martins; Mário A. T. Figueiredo; Pedro M. Q. Aguiar; Noah A. Smith; Eric P. Xing (CoRR, 2012)

Connectivity-Enforcing Hough Transform for the Robust Extraction of Line Segments. - Rui F. C. Guerreiro; Pedro M. Q. Aguiar (IEEE Trans. Image Process., 2012)

Distributed Basis Pursuit. - João F. C. Mota; João M. F. Xavier; Pedro M. Q. Aguiar; Markus Püschel (IEEE Trans. Signal Process., 2012)

A unified algorithmic approach to distributed optimization. - João F. C. Mota; João M. F. Xavier; Pedro M. Q. Aguiar; Markus Püschel (GlobalSIP, 2013)

Distributed compressed sensing algorithms: Completing the puzzle. - João F. C. Mota; João M. F. Xavier; Pedro M. Q. Aguiar; Markus Püschel (GlobalSIP, 2013)

Extraction of line segments in cluttered images via multiscale edges. - Rui F. C. Guerreiro; Pedro M. Q. Aguiar (ICIP, 2013)

Shape representation via elementary symmetric polynomials: A complete invariant inspired by the bispectrum. - Renato M. P. Negrinho; Pedro M. Q. Aguiar (ICIP, 2013)

Combining information theoretic kernels with generative embeddings for classification. - Manuele Bicego; Aydin Ulas; Umberto Castellani; Alessandro Perina; Vittorio Murino; André F. T. Martins; Pedro M. Q. Aguiar; Mário A. T. Figueiredo (Neurocomputing, 2013)

D-ADMM: A Communication-Efficient Distributed Algorithm for Separable Optimization. - João F. C. Mota; João M. F. Xavier; Pedro M. Q. Aguiar; Markus Püschel (IEEE Trans. Signal Process., 2013)

On the Combination of Information-Theoretic Kernels with Generative Embeddings. - Pedro M. Q. Aguiar; Manuele Bicego; Umberto Castellani; Mário A. T. Figueiredo; André F. T. Martins; Vittorio Murino; Alessandro Perina; Aydin Ulas (Similarity-Based Pattern Analysis and Recognition, 2013)

Symmetric polynomials for 2D shape representation. - Renato M. P. Negrinho; Pedro M. Q. Aguiar (ICIP, 2014)

Maximizing compression efficiency through block rotation. - Rui F. C. Guerreiro; Pedro M. Q. Aguiar (CoRR, 2014)

AD3: alternating directions dual decomposition for MAP inference in graphical models. - André F. T. Martins; Mário A. T. Figueiredo; Pedro M. Q. Aguiar; Noah A. Smith; Eric P. Xing (J. Mach. Learn. Res., 2015)

Optimized filters for efficient multi-texture discrimination. - Rui F. C. Guerreiro; Pedro M. Q. Aguiar (Pattern Anal. Appl., 2015)

Distributed Optimization With Local Domains: Applications in MPC and Network Flows. - João F. C. Mota; João M. F. Xavier; Pedro M. Q. Aguiar; Markus Püschel (IEEE Trans. Autom. Control., 2015)

Seeing without Looking: Contextual Rescoring of Object Detections for AP Maximization. - Lourenço V. Pato; Renato M. P. Negrinho; Pedro M. Q. Aguiar (CVPR, 2020)

Sparse and Continuous Attention Mechanisms. - André F. T. Martins; António Farinhas; Marcos V. Treviso; Vlad Niculae; Pedro M. Q. Aguiar; Mário A. T. Figueiredo (NeurIPS, 2020)

Multimodal Continuous Visual Attention Mechanisms. - António Farinhas; André F. T. Martins; Pedro M. Q. Aguiar (ICCVW, 2021)

COCO Denoiser: Using Co-Coercivity for Variance Reduction in Stochastic Convex Optimization. - Manuel Madeira; Renato M. P. Negrinho; João Xavier 001; Pedro M. Q. Aguiar (CoRR, 2021)

Sparse Continuous Distributions and Fenchel-Young Losses. - André F. T. Martins; Marcos V. Treviso; António Farinhas; Pedro M. Q. Aguiar; Mário A. T. Figueiredo; Mathieu Blondel; Vlad Niculae (J. Mach. Learn. Res., 2022)