| 2020 | CVPR | Seeing without Looking: Contextual Rescoring of Object Detections for AP Maximization. | Loureno V. Pato, Renato M. P. Negrinho, Pedro M. Q. Aguiar |
| 2014 | ICIP | Symmetric polynomials for 2D shape representation. | Renato M. P. Negrinho, Pedro M. Q. Aguiar |
| 2013 | ICIP | Extraction of line segments in cluttered images via multiscale edges. | Rui F. C. Guerreiro, Pedro M. Q. Aguiar |
| 2013 | ICIP | Shape representation via elementary symmetric polynomials: A complete invariant inspired by the bispectrum. | Renato M. P. Negrinho, Pedro M. Q. Aguiar |
| 2012 | ICASSP | D-ADMM: A distributed algorithm for compressed sensing and other separable optimization problems. | Joo F. C. Mota, Joo M. F. Xavier, Pedro M. Q. Aguiar, Markus Pschel |
| 2012 | IROS | 6D pose estimation of textureless shiny objects using random ferns for bin-picking. | Jos Jeronimo Rodrigues, Jun-Sik Kim, Makoto Furukawa, Joo M. F. Xavier, Pedro M. Q. Aguiar, Takeo Kanade |
| 2011 | EMNLP | Dual Decomposition with Many Overlapping Components. | Andr F. T. Martins, Noah A. Smith, Mrio A. T. Figueiredo, Pedro M. Q. Aguiar |
| 2011 | EMNLP | Structured Sparsity in Structured Prediction. | Andr F. T. Martins, Noah A. Smith, Mrio A. T. Figueiredo, Pedro M. Q. Aguiar |
| 2011 | ICASSP | Basis Pursuit in sensor networks. | Joo F. C. Mota, Joo M. F. Xavier, Pedro M. Q. Aguiar, Markus Pschel |
| 2011 | ICIP | Incremental local Hough Transform for line segment extraction. | Rui F. C. Guerreiro, Pedro M. Q. Aguiar |
| 2011 | ICML | An Augmented Lagrangian Approach to Constrained MAP Inference. | Andr F. T. Martins, Mrio A. T. Figueiredo, Pedro M. Q. Aguiar, Noah A. Smith, Eric P. Xing |
| 2010 | EMNLP | Turbo Parsers: Dependency Parsing by Approximate Variational Inference. | Andr F. T. Martins, Noah A. Smith, Eric P. Xing, Pedro M. Q. Aguiar, Mrio A. T. Figueiredo |
| 2010 | ICIP | Combining free energy score spaces with information theoretic kernels: Application to scene classification. | Manuele Bicego, Alessandro Perina, Vittorio Murino, Andr F. T. Martins, Pedro M. Q. Aguiar, Mrio A. T. Figueiredo |
| 2010 | ICIP | The 2D orientation is unique through principal moments analysis. | Joo F. P. Crespo, Pedro M. Q. Aguiar |
| 2010 | ICIP | Learning simple texture discrimination filters. | Rui F. C. Guerreiro, Pedro M. Q. Aguiar |
| 2010 | ICPR | 2D Shape Recognition Using Information Theoretic Kernels. | Manuele Bicego, Andr Filipe Torres Martins, Vittorio Murino, Pedro M. Q. Aguiar, Mrio A. T. Figueiredo |
| 2010 | SSPR | Information Theoretical Kernels for Generative Embeddings Based on Hidden Markov Models. | Andr F. T. Martins, Manuele Bicego, Vittorio Murino, Pedro M. Q. Aguiar, Mrio A. T. Figueiredo |
| 2009 | ICIP | Principal moments for efficient representation of 2D shape. | Joo F. P. Crespo, Gustavo A. S. Lopes, Pedro M. Q. Aguiar |
| 2008 | CVPR | Spectrally optimal factorization of incomplete matrices. | Pedro M. Q. Aguiar, Joo M. F. Xavier, Marko Stosic |
| 2008 | CVPR | ANSIG - An analytic signature for permutation-invariant two-dimensional shape representation. | Jos Jeronimo Rodrigues, Pedro M. Q. Aguiar, Joo M. F. Xavier |
| 2008 | ICIP | Globally optimal solution to exploit rigidity when recovering structure from motion under occlusion. | Pedro M. Q. Aguiar, Joo M. F. Xavier, Marko Stosic |
| 2008 | ICIP | Classification of unlabeled point sets using ANSIG. | Jos Jeronimo Rodrigues, Joo M. F. Xavier, Pedro M. Q. Aguiar |
| 2008 | ICML | Nonextensive entropic kernels. | Andr F. T. Martins, Mrio A. T. Figueiredo, Pedro M. Q. Aguiar, Noah A. Smith, Eric P. Xing |
| 2008 | ITW | Tsallis kernels on measures. | Andr F. T. Martins, Pedro M. Q. Aguiar, Mrio A. T. Figueiredo |
| 2007 | ICIP | Joint Segmentation of Moving Object and Estimation of Background in Low-Light Video using Relaxation. | Pedro M. Q. Aguiar, Jos M. F. Moura |
| 2006 | ICIP | Unsupervised Simultaneous Registration and Exposure Correction. | Pedro M. Q. Aguiar |
| 2005 | ICIP | Featureless global alignment of multiple images. | Bernardo Esteves Pires, Pedro M. Q. Aguiar |
| 2004 | ICIP | Complete 3-d models from video: a global approach. | Bruno B. Gonalves, Pedro M. Q. Aguiar |
| 2004 | MMSP | Registration of images with small overlap. | Bernardo Esteves Pires, Pedro M. Q. Aguiar |
| 2003 | ICIP | Navigating in Manhattan: 3D orientation from video without correspondences. | Andr F. T. Martins, Pedro M. Q. Aguiar, Mrio A. T. Figueiredo |
| 2002 | ICIP | 3D structure from video streams with partially overlapping images. | Rui F. C. Guerreiro, Pedro M. Q. Aguiar |
| 2001 | ICIP | Image motion estimation-convergence and error analysis. | Pedro M. Q. Aguiar, Jos M. F. Moura |
| 2000 | ICIP | Weighted Factorization. | Pedro M. Q. Aguiar, Jos M. F. Moura |
| 1999 | CVPR | Factorization as a Rank 1 Problem. | Pedro M. Q. Aguiar, Jos M. F. Moura |
| 1999 | ICIP | A Fast Algorithm for Rigid Structure from Image Sequences. | Pedro M. Q. Aguiar, Jos M. F. Moura |
| 1999 | MMSP | Fast 3D modeling from video. | Pedro M. Q. Aguiar, Jos M. F. Moura |
| 1998 | ICIP | Video Representation via 3D Shaped Mosaics. | Pedro M. Q. Aguiar, Jos M. F. Moura |
| 1997 | ICIP | Detecting and Solving Template Ambiguities in Motion Segmentation. | Pedro M. Q. Aguiar, Jos M. F. Moura |
| 1996 | ICIP | Incremental motion segmentation in low texture. | Pedro M. Q. Aguiar, Jos M. F. Moura |