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Luís Filipe Teixeira
Senior Researcher
Luis F. Teixeira holds a Ph.D. in Electrical and Computer Engineering from Universidade do Porto in computer vision (2009). Currently, he is an Associate Professor at the Department of Informatics Engineering, Faculdade de Engenharia da Universidade do Porto, and a researcher at INESC TEC. Previously, he was a researcher at INESC Porto (2001-2008), a Visiting Researcher at the University of Victoria (2006), and a Senior Scientist at Fraunhofer AICOS (2008-2013). His current research interests include computer vision, machine learning and interactive systems.
Domains
Publications
Sonar-based Deep Learning in Underwater Robotics: Overview, Robustness and Challenges
Aubard, M;Madureira, A;Teixeira, LF;Pinto, J;
2024
CoRR
ROSAR: An Adversarial Re-Training Framework for Robust Side-Scan Sonar Object Detection
Aubard, M;Antal, L;Madureira, A;Teixeira, LF;Ábrahám, E;
2024
CoRR
ON THE SUITABILITY OF B-COS NETWORKS FOR THE MEDICAL DOMAIN
Rio-Torto, I;Gonçalves, T;Cardoso, JS;Teixeira, LF;
2024
IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, ISBI 2024
A survey on attention mechanisms for medical applications: are we moving towards better algorithms?
Gonçalves, T;Torto, IR;Teixeira, LF;Cardoso, JS;
2022
CoRR
Supervised Theses
Unconstrained Human Pose Estimation to Support Breast Cancer Survivor's Prospective Surveillance
João Pedro da Silva Monteiro
D - 2019
UP-FEUP
DL4Malaria: Deep Learning Approaches for the Automated Detection and Characterisation of Malaria Parasites on Thin Blood Smear Images
Ana Filipa Teixeira Sampaio
M - 2019
UP-FEUP
Deep Learning for EEG Analysis in Epilepsy
Catarina da Silva Lourenço
M - 2019
UP-FEUP
Producing Decisions and Explanations: A Joint Approach Towards Explainable CNNs
Isabel Cristina Rio-Torto de Oliveira
M - 2019
UP-FEUP
