221 citations · 597 across the 22 of their papers we have counts for
3 papers · 1 filter
Periocular Embedding Learning with Consistent Knowledge Distillation from Face
Yoon Gyo Jung, Jaewoo Park, Cheng Yaw Low +3
Periocular biometric, the peripheral area of the ocular, is a collaborative alternative to the face, especially when the face is occluded or masked. However, in practice, sole peri…
Interpretable security analysis of cancellable biometrics using constrained-optimized similarity-based attack
Hanrui Wang, Xingbo Dong, Zhe Jin +2
In cancellable biometrics (CB) schemes, template security is achieved by applying, mainly non-linear, transformations to the biometric template. The transformation is designed to p…
Discriminative Multi-level Reconstruction under Compact Latent Space for One-Class Novelty Detection
Jaewoo Park, Yoon Gyo Jung, Andrew Beng Jin Teoh
In one-class novelty detection, a model learns solely on the in-class data to single out out-class instances. Autoencoder (AE) variants aim to compactly model the in-class data to…