Improving Presentation Attack Detection Classification Accuracy: Novel Approaches Incorporating Facial Expressions, Backdrops, and Data Augmentation

In the evolving landscape of biometric authentication, the integrity of face recognition systems against sophisticated presentation attacks (PAD) is paramount. This study set out to elevate the detection capabilities of PAD systems by ingeniously integrating a teacher–student learning framework with...

पूर्ण विवरण

ग्रंथसूची विवरण

मुख्य लेखकों:	Tayyaba Riaz, Adeel Anjum, Madiha Haider Syed, Semeen Rehman
स्वरूप:	Artigo
भाषा:	Inglês
प्रकाशित:	MDPI AG 2025-03-01
श्रृंखला:	Sensors
विषय:	sparse learning data augmentation one-class domain adaptation adversarial training knowledge distillation decision-making accuracy
ऑनलाइन पहुंच:	https://www.mdpi.com/1424-8220/25/7/2166
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