Biometrics and Machine Learning Group
Latest news
February 2025: conference proceedings - Rasel Ahmed Bhuiyan, Mateusz Trokielewicz, Piotr Maciejewicz, Sherri Bucher, Adam Czajka. "Iris Recognition for Infants" Proceedings of the Winter Conference on Applications of Computer Vision (WACV) Workshops, February 2025, pp. 83-92.
December 2024: journal papers - Mateusz Trokielewicz, Piotr Maciejewicz, Adam Czajka. "Post-mortem iris biometrics – Field, applications and methods." Forensic Science International, Volume 365, 2024, Article 112293. ISSN 0379-0738. https://doi.org/10.1016/j .forsciint.2024.112293.
April 2024: journal papers - Adrian Kordas, Ewelina Bartuzi-Trokielewicz, Michał Ołowski, Mateusz Trokielewicz, "Synthetic Iris Images: A Comparative Analysis between Cartesian and Polar Representation" 2024, Sensors, 24(7), 2269, https://doi.org/10.3390/ s24072269
We are pleased to announce that Weronika Gutfeter defended her doctoral dissertation on face recognition based on multi-shot images using deep aggregation networks, supervised by prof. Andrzej Pacut, on the 18th of May, 2023.
PhD Theses
Dariusz Radomski,
"Sterowanie adaptacyjne infuzyjną pompą do dożylnej iniekcji leków" (Summa Cum Laude)
December 18, 2001
supervisor: A.Pacut
Paweł Wawrzyński, "Intensive Reinforcement Learning"
October 25, 2005
supervisor: A.Pacut
Adam Czajka, "Human Iris for Automatic Identity Verification" (Summa Cum Laude)
December 20, 2005
supervisor: A.Pacut
Joanna Putz-Leszczyńska,"Handwritten signature verification employing Dynamic Time Warping" (Summa Cum Laude)
December 21, 2010
supervisor: A.Pacut
Michał Kudelski, "Learning mechanisms with geographical localization of knowledge for adaptive routing control in mobile ad-hoc networks"
December 21, 2010
supervisor: A.Pacut
Małgorzata Kudelska, "Ant Algorithms for Adaptive Routing in Telecommunication Networks" (Summa Cum Laude)
May 15, 2012
supervisor: A.Pacut
Marcin Chochowski, ?Biometric data encryption ? the unifying approach?
supervisor: A.Pacut
Bartosz Papis, "State abstraction in reinforcement learning"
supervisor: A.Pacut
Weronika Gutfeter "Multiview neural networks applied to facial identification"
May 18, 2023
supervisor: A.Pacut