Topic: Fingerprint Presentation Attack Detection using Laser Speckle Contrast Imaging
by Jascha Kolberg
D19/2.03a, March 20, 2019 (Wednesday), 12.00 noon
Keywords — Presentation Attack Detection, Fingerprint, LSCI
The increased usage of biometric authentication systems has raised concerns regarding the security. In particular, preventing security issues related to presentation attacks targeting the biometric capture device are of utmost importance. To develop presentation attack detection (PAD) mechanisms, features confirming the liveness of the biometric characteristic such as the blood flow within the finger are needed. Utilising laser speckle contrast imaging (LSCI) to observe blood movement below the surface, we present an evaluation of different machine learning classifiers for fingerprint PAD.