Projects
and Grants
SIMBAD -
Beyond Features: Similarity-Based Pattern Analysis and Recognition,
European project, 2007-2011. webpage
DELKETI -
Development and Learning of Kernels for Text and Images,
FCT project, 2007-2011. Final report
(PI) MODI - 3D Models from 2D Images, Foundation
for Science and Technology (FCT) project, 2007-2010. Final report
SIPM -
Signal and Image Processing on Manifolds, FCT project,
2007-2010.
Automatic
Trademark Retrieval, TechFrame
project, 2005-2008.
(PI) AMA -
Automatic Modeling of Architecture, FCT project, 2002-2005.
Digital
Voices, XEROX Palo Alto Research Center project, 2001-2002.
3D Modeling from Video, FCT project,
2000-2003.
Students
and their Papers, Thesis, Projects, etc (some in
Portuguese, sorry...)
COCO Denoiser — Using
Co-Coercivity for Variance Reduction in Stochastic Convex Optimization, Manuel Madeira, 2021.
Thesis NeurIPS’21
Visual Attention with Sparse
and Continuous Transformations, António Farinhas,
2021.
Thesis NeurIPS'20 ICCV'21
Improving Object Detection
through Contextual Rescoring, Lourenço Pato,
2019.
Thesis CVPR’20
3D Pose Estimation for Bin-picking: a Data-driven
Approach using Multi-light Images, José Rodrigues, 2018.
Thesis IROS'12
Low Level Methods for Complex
Image Analysis — Edge and Line Segment Detection and Texture Discrimination, Rui Guerreiro, 2015.
Thesis ICIP'10 ICIP'11 T-IP'12 PAA’13 ICIP’13
Shape Representation via Symmetric Polynomials: a
Complete Invariant Inspired by the Bispectrum, Renato Negrinho, 2013.
Thesis ICIP’13 ICIP’14
Distributed Algorithms for
Sparse Approximation, João Mota, 2013.
Thesis SPARS'09 ICASSP'11 ICASSP'12 T-SP'12 CDC'12a CDC'12b T-SP’13 GlobalSIP’13a GlobalSIP13b arxiv:1305.1885
IEEE SPS Young Author Best Paper Award
Advances in Structured Prediction for Natural
Language Processing, André Martins, 2012.
Thesis CONFTELE’07 ITW’08 ICML’08 arXiv:0804.1653 JMLR’09 EMNLP'10 CMU-ML-08-106 arXiv:1010.2770 NIPS'10 MKL
NIPS'10 OPT
AISTATS'11
ICML'2011
EMNLP'11a EMNLP'11b arXiv:1212.6550
CMU SCS Honorable Mention
Sentiment Analysis, Pedro Varela, 2012.
Thesis Summary article
Content-Based Image Classification, Paulo Ferrerira, 2010.
Thesis Summary
article
Complex Moments for Shape
Representation, João Crespo, 2010.
ICIP’09 ICIP'10 T-IP'11
A Multidimensional Companding Scheme for Source Coding with a Perceptually
Relevant Distortion Measure, João Crespo, 2009.
Thesis Summary article
Music Classification - an
Exhaustive Analysis of Automatic Genre Classification, Bruno Afonso, 2009.
Joint Estimation of
Correspondence and Motion using Global Rigidity and Local Descriptors, Ricardo Cabral, 2009.
Thesis Summary article
ANSIG – an Analytic Signature
for Permutation-Invariant 2D Shape Representation, José
Rodrigues, 2008.
Thesis CVPR’08 ICIP’08
(melhor tese nas áreas científicas da Engª Elect.,
Informática e Computadores)
Articulated 3D Human Modeling from Motion
Capture Systems, João Fayad, 2008.
Thesis Summary article CMBBE’08 BIOMEC’09 MD’09 BMVC'09 ESMC'09
Algoritmos de Análise Descriminativa Linear, Pedro Guerreiro, 2008.
Tese Summary article
Algoritmos Distribuídos para Problemas de Aproximação Esparsa, João Mota, 2008.
Tese Summary article
Alinhamento de Imagens Médicas 2D e 3D, Miguel
Venâncio, 2008
Tese
Reconstrução
3D usando Factorização Matricial de Norma L1, Sílvia Nobre, 2008.
Imagens
Panorâmicas, Bernardo Pires, 2004.
Relatório MMSP'04 ICIP'05
(melhor tese nas áreas científicas da Engª Elect.,
Informática e Computadores)
Modelos 3D
a Partir de Video, Rui Guerreiro, 2003.
Tese ICIP'02 MMSP'02 EMMCVPR'03
Modelos
3D a Partir de Video, Bruno Gonçalves, 2003.
Relatório ICIP'04
Interpretação
Automática de Esboços, Hugo Policarpo, João Deusdado, 2003.
Relatório
Imagens
Panorâmicas, João Silva, 2003.
Relatório
Orientação
Automática na Baixa Pombalina, André Martins, 2002.
Relatório (lowres) ICIP'03 T-PAMI’04 videos: potemkine
hitchcock
fanqueiros
donamaria
(melhor tese nas áreas científicas da Engª Elect.,
Informática e Computadores)
Voz
Digital: Comunicação Acústica Aérea, João Lacerda, Natacha
Domingues, 2002.
Relatório MMSP'02
Meta
Video, António Miranda, Nuno Castro, 2002.
Relatório
Imagens
Panorâmicas, António Matos, Ricardo Albuquerque,
2002.