Peter Rot

Opis

Raziskovalec na področju računalniškega vida in biometrije, doktorski študent (mentor prof. dr. Vitomir Štruc in somentor prof. dr. Peter Peer).

Nagrade

Nagrada Evropskega združenja za biometrijo (European Association for Biometrics, EAB) "Biometric Research Award 2024" (+Best Presentation Award), Darmstadt 2024.
Priznanje za raziskovalno delo 2021 @ Privacy-Enhancing Face Biometrics: A Comprehenisve Survey (Meden, Rot, Terhörst, Damer, Kuijper, Scheirer, Ross, Peer, Štruc), TIFS 2021
Univerzitetna študentska Prešernova nagrada 2018 @ Metode globokega učenja za biometrično razpoznavanje na podlagi očesa, mentorja: Peter Peer in Vitomir Štruc
Zmaga na tekmovanju Sclera Segmentation Benchmarking Competition @ 2018 IAPR International Conference on Biometrics (Štepec, Rot, Emeršič, Peer, Štruc).
Zmaga na tekmovanju Sclera Segmentation and Eye Recognition Benchmarking Competition @ 2017 IEEE/IAPR International Joint Conference on Biometrics (Štepec, Rot, Emeršič, Peer, Štruc).

Laboratorij

Projekti

Zaključeni projekti

Publikacije

Izbrane publikacije / Selected publications:

P Rot, P Terhörst, P Peer, V Štruc. ASPECD: Adaptable Soft-Biometric Privacy-Enhancement Using Centroid Decoding for Face Verification. IEEE International Conference on Automatic Face and Gesture Recognition. 2024.
P. Rot, K. Grm, P. Peer, V. Štruc. PrivacyProber: Assessment and detection of soft–biometric privacy–enhancing techniques. IEEE Transactions on Dependable and Secure Computing. 2023
P. Rot, P. Peer, V. Štruc. Detecting Soft-Biometric Privacy Enhancement. Handbook of Digital Face Manipulation and Detection, 391-411, 2022

P. Rot, M. Vitek, K. Grm, Ž. Emeršič, P. Peer, V. Štruc. Deep sclera segmentation and recongition. Handbook of vascular biometrics, 395-432, 2020
M. Vitek, P. Rot, V. Štruc, P. Peer. A comprehensive investigation into sclera biometrics: a novel dataset and performance study. Neural Computing and Applications 32 (24), 17941-17955, 2020
P. Rot, Ž. Emeršič, V. Štruc, P. Peer. Deep multi-class eye segmentation for ocular biometrics, IEEE International Work Conference on Bioinspired Intelligence (IWOBI), 1-8, 2018