This article proposes a new approach using CNNs that utilizes the triplet loss function together with hard triplet online selection for finger vein recognition.

This article proposes a new approach using CNNs that utilizes the triplet loss function together with hard triplet online selection for finger vein ...

Finger Vein Recognition and Intra-Subject Similarity Evaluation of Finger Veins using the CNN Triplet Loss · Fields of Science and Technology Classification 2012.

▷ CNNs using the triplet loss function are suited for finger vein recognition. ▷ Symmetrical fingers (same finger type but different hand, e.g. left and right ...

... This method learns the joint distribution of finger vein images and pattern maps, which enhance the capacity for feature representation. [41] employs the ...

Thisarticle proposes a new approach using CNNs that utilizes thetriplet loss function together with hard triplet online selection forfinger vein recognition.

Finger Vein Recognition and Intra-Subject. Similarity Evaluation of Finger Veins using the CNN Triplet Loss. Georg Wimmer, Bernhard Promegger, Andreas Uhl.

This article proposes a new approach using CNNs that utilizes the triplet loss function together with hard triplet online selection for finger vein recognition.

... Recognition and Intra-Subject Similarity Evaluation of Finger Veins using the CNN Triplet Loss ... with Physiological Characteristic for Finger Vein Recognition.

Jul 5, 2022 · This review summarizes 46 papers about deep learning for finger vein image recognition from 2017 to 2021. These papers are summarized according ...