Publikationen

Ausgewählte Publikationen

Hier finden Sie ausgewählte Publikationen aus den letzten Jahren. Eine ausführliche Liste der Publikationen finden Sie auf der Google Scholar oder DBLP Seite von Stefan Schneegaß.

Art der Publikation: Beitrag in Zeitschrift

VPID: Towards Vein Pattern Identification Using Thermal Imaging

Autor(en):
Sarah Faltaous, Jonathan Liebers; Yomna Abdelrahman, Florian Alt; Schneegass, Stefan
Titel der Zeitschrift:
i-com
Jahrgang:
2019
Heftnummer:
18 (3)
Seiten:
259-270
Digital Object Identifier (DOI):
doi:10.1515/icom-2019-0009
Datei:
VPID: Towards Vein Pattern Identification Using Thermal Imaging (6,62 MB)
Zitation:
Download BibTeX

Kurzfassung

Biometric authentication received considerable attention lately. The vein pattern on the back of the hand is a unique biometric that can be measured through thermal imaging. Detecting this pattern provides an implicit approach that can authenticate users while interacting. In this paper, we present the Vein-Identification system, called VPID. It consists of a vein pattern recognition pipeline and an authentication part. We implemented six different vein-based authentication approaches by combining thermal imaging and computer vision algorithms. Through a study, we show that the approaches achieve a low false-acceptance rate (“FAR”) and a low false-rejection rate (“FRR”). Our findings show that the best approach is the Hausdorff distance-difference applied in combination with a Convolutional Neural Networks (CNN) classification of stacked images.