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.
Biometrics and Machine Learning Laboratory
Our Laboratory serves as a place for research and teaching activities related to biometrics and machine learning. It has been constantly equipped with new devices and specialized software, allowing for construction of system prototypes and biometric-related measurement devices. Commercial solutions are used to compare our findings with achievements offered on the market.
We construct own biometric solutions; develop technical countermeasures to prevent biometric systems from subterfuges (e.g. presentation attack detection and liveness detection); evaluate the security and performance of biometric systems; use machine-learning methods to teach mobile robots how to perform complicated tasks like running, etc. Currently our laboratory gathers iris recognition systems, 3D imaging cameras, thermal and near-infrared imaging systems, finger and palm vein readers, digital signature pads and tablets, fingerprint readers (optical, capacitive, thermal and piezoelectric), EEG acquisition equipment, mobile robots, measurement equipment, and many others.