Publications

Here is a selection of my publications in the field of computer vision applied to biometrics. PDF links are provided for convenience.

2025 #

• Adversarial Attack Challenge for Secure Face Recognition 2025
  João Tremoço, Iurii Medvedev, Nuno Freitas, Andreia Costa, Diogo Nunes, Niklas Bunzel, Lukas Graner, Nicholas Göller, Lorenzo Pellegrini, Nicolò Di Domenico, Guido Borghi, Monson Verghese, Shruti Bhilare, Avik Hati, Miguel Lourenço, Nuno Gonçalves
  International Joint Conference on Biometrics (IJCB 2025) - Presentation
  DOI not available yet.

• Synthetic Faces, Real Gains: Improving Age and Gender Classification through Generative Data
  Nuno R. Freitas, Andreia M. Costa, João Tremoço, Miguel Lourenço
  IEEE 19th International Conference on Automatic Face and Gesture Recognition (FG 2025)
  DOI: 10.1109/FG61629.2025.11099227

2022 #

• SYN-MAD 2022: Competition on Face Morphing Attack Detection Based on Privacy-aware Synthetic Training Data
  Marco Huber, Fadi Boutros, Anh Thi Luu, Kiran Raja, Raghavendra Ramachandra, Naser Damer, Pedro C. Neto, Tiago Gonçalves, Ana F. Sequeira, Jaime S. Cardoso, João Tremoço, Miguel Lourenço, Sergio Serra, Eduardo Cermeño, Marija Ivanovska, Borut Batagelj, Andrej Kronovšek, Peter Peer, Vitomir Štruc
  International Joint Conference on Biometrics (IJCB 2022)
  DOI: 10.48550/arXiv.2208.07337

• Towards understanding the character of quality sampling in deep learning face recognition
  Iurii Medvedev, João Tremoço, Beatriz Mano, Luís Espírito Santo, Nuno Gonçalves
  IET Biometrics, 2022
  DOI: 10.1049/bme2.12095

2021 #

• QualFace: Adapting Deep Learning Face Recognition for ID and Travel Documents with Quality Assessment
  João Tremoço, Iurii Medvedev, Nuno Gonçalves
  BIOSIG 2021 - Presentation
  DOI: 10.1109/BIOSIG52210.2021.9548309