20-00-1118-iv Biometric recognition and security
After successfully attending the course, students are familiar
with the biometric solutions. They understand fundamental techniques for
the automatic recognition of individuals, the vulnerabilities of
biometrics, and the protection measures against these vulnerabilities.
They are able to implement these techniques in order to solve basic
biometric tasks on realistic problems.
The course includes:
Biometrics systems and their structure; Biometric performance
evaluation and metrics; Face Recognition; Fingerprint and Ocular
biometrics; Multi-biometric fusion; Efficient machine learning and
biometrics; Vulnerabilities of Biometric systems; Presentation attack
detection; Biometric Template protection; Biometric Privacy; Fairness in
biometric systems.
- Dozent*in: Naser Damer