NOVA LINCS Group: Multimodal Systems
Research Topics: - Computer Vision; Biometrics; Visual Surveillance
Google Scholar: https://scholar.google.pt/citations?user=U1cK384AAAAJ
João Neves received the MSc and PhD in Computer Science from the University of Beira Interior, in 2013 and 2018, respectively. Since 2020, he has been affiliated with NOVA Laboratory for Computer Science and Informatics (NOVA LINCS). He was an adjunct professor at the Polytechnic Institute of Viseu, and since 2021 he is an assistant professor at the University of Beira Interior. He has been involved in several national (e.g, AIRS, DeepNeuronic) and international projects (InovFarmer.MED), supervised/is supervising 14 MSc dissertations, and 6 PhD thesis. He is an Associate Editor of IEEE Access and Multimedia Tools and Applications journals, and he has been distinguished with the Best Reviewer Award of the IJCB 2023 and BMVC 2024.
Selected Publications:
- Cristiano Patrício, LuÍs Teixeira and João C. Neves. ''Explainable Deep Learning Methods in Medical Diagnosis: A Survey.'' ACM Computing Surveys, 2023
- Bruno Degardin, João C. Neves, Vasco Lopes, João Brito, Ehsan Yaghoubi and Hugo Proença. ''Generative Adversarial Graph Convolutional Networks for Human Action Synthesis.'' in Proceedings of the IEEE Winter Conference on Applications of Computer Vision (WACV), 2022
- João C. Neves, Ruben Tolosana, Ruben Vera-Rodriguez, Vasco Lopes, Hugo Proença. ''GANprintR: Improved Fakes and Evaluation of the State of the Art in Face Manipulation Detection.'' IEEE Journal of Selected Topics on Signal Processing, 2020.