João Pedro Afonso Oliveira da Silva

João Oliveira

Academic position:	Assistant Professor
Joining date:	09-01-2004
Roles in IT:	Researcher
Thematic Line:	Information and Data Sciences
Group:	Pattern and Image Analysis – Lx

Email: Send Email
Address: IT – Lisboa
Instituto Superior Técnico - Torre Norte - Piso 10
Av. Rovisco Pais, 1
1049 - 001 Lisboa
Tel: +351 21 841 84 54
Fax: +351 21 841 84 72

Personal page

Scientific Achievements

Degrees

PhD, Instituto Superior Técnico, 01-01-2010
Licenciatura, Instituto Superior Técnico, 01-01-2002

Affiliations

ISCTE - Instituto Universitário de Lisboa, 01-03-2012, Assistant professor

Expertise Topics

Image processing
Pattern recognition
Machine learning

Academic Activities

3Lecture courses

Algoritmos para Big Data, ISCTE - Instituto Universitário de Lisboa, Mestrado em Engenharia Informática, Mestrado em Engenharia de Telecomunicações e Informática e Mestrado em Informática e Gestão

Teoria do Sinal, ISCTE - Instituto Universitário de Lisboa, Licenciatura em Engenharia Informática e Licenciatura em Engenharia de Telecomunicações e Informática
Sistemas Operativos, ISCTE - Instituto Universitário de Lisboa, Licenciatura em Engenharia Informática, Licenciatura em Informática e Gestão de Empresas, Licenciatura em Engenharia de Telecomunicações e Informática

7Supervision of MSc theses

As Supervisor

Real-Time tracking in commercial area , MSc Student, Daria Baikova, Concluded 10-2018
Person categorization using Machine Learning, MSc Student, Gonçalo Laginha Serafim San-Payo, Concluded 10-2018
Team Performance Analysis, MSc Student, Hugo Filipe Paulino dos Santos, Concluded 10-2018
Estudo de aplicação de DNNs para qualidade de imagem, MSc Student, José Miguel Costa Ruivo, Concluded 10-2018
PROSHOT - assistente pessoal de fotografia, MSc Student, Pedro Miguel da Luz Cabrita de Sousa Brosque, Concluded 10-2018
Fake News Detection, MSc Student, Gonçalo Manuel Trindade Ribeiro, Concluded 10-2017
Pulmonary Nodule Segmentation in Computed Tomography with Deep Learning , MSc Student, João Henriques Oliveira Gomes, Concluded 10-2017

Publications

3Papers in Journals

J. Oliveira, A. M. Bragança Bragança, L. Alcácer, J. Morgado, M. A. T. Figueiredo, J. Bioucas-Dias, Q. Ferreira, Sparse-coding denoising applied to reversible conformational switching of a porphyrin self-assembled monolayer induced by scanning tunnelling microscopy, Journal of Microscopy, Vol. 271, No. 1, pp. 98 - 108, April, 2018,
| Abstract | Full text (PDF 3 MBs) | BibTex
J. Oliveira, M. A. T. Figueiredo, J. Bioucas-Dias, Parametric Blur Estimation for Blind Restoration of Natural Images: Linear Motion and Out-of-Focus, IEEE Transactions on Image Processing, Vol. 23, No. 1, pp. 466 - 477, January, 2014,
| Abstract | BibTex
J. Oliveira, J. Bioucas-Dias, M. A. T. Figueiredo, Adaptive total variation image deblurring: a majorization-minimization approach, Signal Processing, Vol. 89, No. 9, pp. 2479 - 2493, September, 2009,
| Abstract | BibTex

6Papers in Conferences

J. Oliveira, P.C. Cardoso, L. Alcácer, J. Morgado, Q. Ferreira, Detecting unitary cells in STM images, Conf. on Telecommunications - ConfTele, Aveiro, Portugal, Vol. --, pp. -- - --, September, 2015,
| Abstract | Full text (PDF 1 MB) | BibTex
Q. Ferreira, A. Bragança, J. Oliveira, J. Bioucas-Dias, M. A. T. Figueiredo, L. Alcácer, J. Morgado, Nanostructured coatings for intraocular devices with drug delivery function, International Conf. on Biomedical Electronics and Devices - BIODEVICES, Lisboa, Portugal, Vol. na, pp. na - na, January, 2015,
| Abstract | Full text (PDF 158 KBs) | BibTex
J. Oliveira, M. A. T. Figueiredo, J. Bioucas-Dias, Blind estimation of motion blur parameters for image deconvolution, Iberian Conf. on Pattern Recognition and Image Analysis, Girona, Spain, Vol. ?, pp. ? - ?, June, 2007 | BibTex
M. A. T. Figueiredo, J. Bioucas-Dias, J. Oliveira, R. Nowak, On total-variation denoising: A new majorization-minimization algorithm and an experimental comparison with wavalet denoising, IEEE International Conf. on Image Processing - ICIP, Atlanta, United States, Vol., pp. -, October, 2006 | BibTex
J. Bioucas-Dias, M. A. T. Figueiredo, J. Oliveira, Adaptive Bayesian/total-variation image deconvolution: A majorization-minimization approach, European Signal Processing Conference EUSIPCO, Florence, Italy, Vol. ?, pp. ? - ?, September, 2006 | BibTex
J. Bioucas-Dias, M. A. T. Figueiredo, J. Oliveira, Total variation image deconvolution: A majorization-minimization approach, IEEE International Conf. on Acoustics, Speech, and Signal Processing - ICASSP, Toulouse, France, Vol. II, pp. 861 - 864, May, 2006 | BibTex

Projects

Closed Projects5

Acronym	Name	Funding Agency	Start date	Ending date
MESMOQoE	Orquestração Automática Energeticamente Eficiente de Redes Móveis Optimizando a Qualidade de Experiência	P2020	01-09-2017	31-08-2019
NSCBRRI	Novel Statistical Criteria for Blind Restoration and Reconstruction of Images	FCT/POSC	01-08-2005	31-07-2008
PAConvex	Beyond Convexity: Non-Convex Optimization and Game-Theoretic Approaches for Imaging Inverse Problems	FCT	01-06-2013	01-06-2015
ReAlImage	Regularization Criteria and Fast Algorithms for Imaging Inverse Problems	FCT/PTDC	01-02-2010	01-01-2013
STM Image	Scanning Tunneling Microscopy Image Processing Tools	IT/LA	01-03-2014	01-06-2016

Other Scientific Achievements

2Awards

J. Dias, J. Oliveira, M. A. T. Figueiredo, Blind estimation of motion-blur parameters for image deconvolutio, Best paper award, Iberian Conference on Pattern Recognition and Image Analysis, 01-06-2007
J. Bioucas-Dias, J. Oliveira, M. A. T. Figueiredo, Blind estimation of motion blur parameters for image deconvolution, Best paper award, Iberian Conference on Pattern Recognition and Image Analysis , 01-06-2007 ., 01-01-2007

Other Contributions

2Refereeing Journals

IEEE Transactions on Image Processing
2013, 5 review(s); 2012, 13 review(s);
IEEE Transactions on Geoscience and Remote Sensing
2013, 1 review(s);

IT Member Profile

João Oliveira

Scientific Achievements

As Supervisor

Closed Projects5