One-class knowledge distillation for face presentation attack detection

One-class knowledge distillation for face presentation attack detection

Face presentation attack detection (PAD) has been extensively studied by research communities to enhance the security of face recognition systems. Although existing methods have achieved good performance on testing data with similar distribution as the training data, their performance degrades sever...

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Bibliographic Details
Main Authors: Li, Zhi, Cai, Rizhao, Li, Haoliang, Lam, Kwok-Yan, Hu, Yongjian, Kot, Alex Chichung
Other Authors: School of Computer Science and Engineering
Format: Article
Language:English
Published: 2023
Subjects:
Engineering::Computer science and engineering
Face Presentation Attack Detection
Knowledge Distillation
Online Access:https://hdl.handle.net/10356/168040
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Institution: Nanyang Technological University
Language: English

Internet

https://hdl.handle.net/10356/168040

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