Quality Matters: Boosting Face Presentation Attack Detection with Image Quality Metrics

X Liu, R Wang, W Liu, L Zhang, X Wang - IEEE Access, 2024 - ieeexplore.ieee.org
Face Presentation Attack Detection (PAD) is critical for enhancing the security of facial
recognition systems against sophisticated attacks. This study explores the use of general …

How re-training process affect the performance of no-reference image quality metric for face images

X Liu, C Charrier, M Pedersen, P Bours - Electronic Imaging, 2019 - library.imaging.org
The accuracy of face recognition systems is significantly affected by the quality of face
sample images. There are many existing no-reference image quality metrics (IQMs) that are …