António Cunha
Senior Researcher
I’m an Assistant Professor at the University of Trás-os-Montes and Alto Douro (UTAD), Portugal since 1996 and I teach Networks and Security. I graduated in 1993 and started working at STCP, the Public Transport's operator of Porto. I finish my master's thesis in 1998, and obtained my doctorate in 2005, in the area of computer vision related to control of automated guided vehicles. I’m a member of Centre for Biomedical Engineering Research (C-BER), in the research center INESC TEC since 2014. My investigation is in Electrical Engineering, Electronics & Computers, with a particular focus in machine learning and biomedical image processing.
Projects
Publications
Automating the Annotation of Medical Images in Capsule Endoscopy Through Convolutional Neural Networks and CBIR
Fernandes, R;Salgado, M;Paçal, I;Cunha, A;
2024
Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
A Vision Transformer Approach to Fundus Image Classification
Leite, D;Camara, J;Rodrigues, J;Cunha, A;
2024
Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
Identification and Detection in Building Images of Biological Growths – Prevent a Health Issue
Pereira, S;Cunha, A;Pinto, J;
2024
Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
A Comparative Analysis of EfficientNet Architectures for Identifying Anomalies in Endoscopic Images
Pessoa, CP;Quintanilha, BP;de Almeida, JDS;Braz, G;de Paiva, C;Cunha, A;
2024
International Conference on Enterprise Information Systems, ICEIS - Proceedings
Supervised Theses
Deteção e segmentação de sangramentos em imagens gastrointestinais de cápsulas endoscópicas
Paulo Jorge Simões Coelho
D - 2019
UTAD-ECT
Rastreamento automático da papila óptica glaucomatosa usando métodos do deep learning com base em imagens obtidas por smartphone e dados de anamnese do paciente
José Carlos Raposo da Camara
D - 2019
UTAD-ECT
Detecção e Classificação de Anormalidades em Vídeos de Endoscopia por Cápsula
Filipe Miguel Oliveira Fonseca
D - 2019
UTAD-ECT
Deteção Automática de Pessoas Portadoras de Armas em Vídeos
Gilsoney Pontes Freire
D - 2019
UTAD-ECT

