
Luís Filipe Teixeira
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.
Publications
Multimodal PointPillars for Efficient Object Detection in Autonomous Vehicles
Oliveira, M;Cerqueira, R;Pinto, JR;Fonseca, J;Teixeira, LF;
2024
IEEE Transactions on Intelligent Vehicles
Attention-Based Regularisation for Improved Generalisability in Medical Multi-Centre Data
Silva, D;Agrotis, G;Tan, RB;Teixeira, LF;Silva, W;
2023
International Conference on Machine Learning and Applications, ICMLA 2023, Jacksonville, FL, USA, December 15-17, 2023
Evaluating Privacy on Synthetic Images Generated using GANs: Contributions of the VCMI Team to ImageCLEFmedical GANs 2023
Montenegro, H;Neto, PC;Patrício, C;Torto, IR;Gonçalves, T;Teixeira, LF;
2023
Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), Thessaloniki, Greece, September 18th to 21st, 2023.
Towards Concept-Based Interpretability of Skin Lesion Diagnosis Using Vision-Language Models
Patrício, C;Teixeira, LF;Neves, JC;
2024
IEEE International Symposium on Biomedical Imaging, ISBI 2024, Athens, Greece, May 27-30, 2024
Supervised theses
Fulfillment in online retail: making real-time decisions with explainable artificial intelligence
Sérgio Vasconcelos Castro
D - 2022
UP-FEUP