Biometrics and Machine Learning Group
Latest news
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.
We are pleased to announce that on November 17, 2022, Ewelina Bartuzi-Trokielewicz successfully defended her doctoral dissertation titled „Presentation attack-resistant palm recognition for mobile devices in unconstrained conditions”. Her research was conducted under the supervision of Prof. Andrzej Pacut.
We are pleased to announce that Mateusz Trokielewicz defended (with honors) his doctoral dissertation entitled „Iris Recognition Methods Resistant to Biological Changes in the Eye” , supervised by prof. Czajka and prof. Pacut, on the 18th of July, 2019.
Iris scanner can distinguish dead eyeballs from living ones: MIT Technology Review reports on our recent developements in the field of presentation attack detection for cadaver irises.
Teaching (courses in English)
Introduction to Neural Networks (UND, CSE40868/60868)
Instructor: Adam Czajka
Course webpage
Computer Vision (UND, CSE40535/60535)
Instructor: Adam Czajka
Course webpage
Biometrics (WUT and UND)
Instructor: Adam Czajka
Course webpage
Image and Speech Recognition (WUT, EIASR/M:ISR)
Instructor: Joanna Putz-Leszczyńska
Course webpage (2012)