Thesis Details
Liveness Detection on Fingers Using Vein Pattern
This work presents liveness detection extension of the Touchless Biometric Systems 3D-Enroll fingerprint sensor which is based on finger vein pattern. Hardware solution was designed and realized using infrared diodes. Designed software system operates in two different modes: liveness detection based on texture features and user verification using finger vein matching. A dataset containing more than 1,100 images of both real fingers and their falsifications was gathered. Performance of both proposed modes was evaluated using mentioned dataset and suitable materials, that can fool the liveness detection module, were highlighted.
biometrics, liveness detection, fingerprint, finger vein, spoofing, TBS, haemoglobin light absorption
Češka Milan, prof. RNDr., CSc. (DITS FIT BUT), člen
Matoušek Radomil, doc. Ing., Ph.D. (IACS FME BUT), člen
Očenášek Pavel, Mgr. Ing., Ph.D. (DIFS FIT BUT), člen
Peringer Petr, Dr. Ing. (DITS FIT BUT), člen
Španěl Michal, Ing., Ph.D. (DCGM FIT BUT), člen
@mastersthesis{FITMT17310,
author = "Tom\'{a}\v{s} Dohn\'{a}lek",
type = "Master's thesis",
title = "Liveness Detection on Fingers Using Vein Pattern",
school = "Brno University of Technology, Faculty of Information Technology",
year = 2015,
location = "Brno, CZ",
language = "english",
url = "https://www.fit.vut.cz/study/thesis/17310/"
}