Biometrics refers to the automated recognition of individuals based on their behavioural (speech, ...) and biological (face, fingerprint, iris, ...) characteristics for identification or authentication. It is a truly multidisciplinary domain at the intersection of bio-physiology, signal processing, machine learning, and cryptology, and provides multiple fundamental scientific challenges in these domains.
This course introduces to the analysis, modelling and interpretation of biometric data for biometric person recognition, forensic biometrics, cybersecurity and behavioural biometrics in man-machine communication.
The course « Biometrics » (3 ECTS) is taught jointly to EPFL students and to students in Forensic sciences at the University of Lausanne (UNIL).
- Professor: Sébastien Marcel