Biometrics and Machine Learning Group
Latest news
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.
We are pleased to announce that Mateusz Trokielewicz received the EAB European Biometrics Research Award 2016 for research on iris recognition reliability including template aging, influence of eye diseases and post-mortem recognition.
Is That Eyeball Dead or Alive? Adam Czajka discusses the prevention of iris sensors accepting the use of a high-resolution photo of an iris or, in a grislier scenario, an actual eyeball. For full article, please see IEEE Spectrum.
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)