One-class knowledge distillation for face presentation attack detection

• المؤلفون الرئيسيون: Li, Zhi, Cai, Rizhao, Li, Haoliang, Lam, Kwok-Yan, Hu, Yongjian, Kot, Alex Chichung
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2023
• الموضوعات: Engineering::Computer science and engineering; Face Presentation Attack Detection; Knowledge Distillation
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/168040

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...