Finger Vein Recognition and Intra-Subject Similarity Evaluation of Finger Veins using the CNN Triplet Loss

• Published in: 2020 25th International Conference on Pattern Recognition (ICPR) pp. 400 - 406
• Main Authors: Wimmer, Georg, Prommegger, Bernhard, Uhl, Andreas
• Format: Conference Proceeding
• Language: English
• Published: IEEE 10.01.2021
• Subjects: Fingers; Pattern recognition; Robustness; Veins

Finger vein recognition deals with the identification of subjects based on their venous pattern within the fingers. There is a lot of prior work using hand crafted features, but only little work using CNN based recognition systems. This article proposes a new approach using CNNs that utilizes the tr...