Cross-Modal Consistency Learning for Robust Face Anti-Spoofing Using RGB, RGB-Derived Depth and NIR Representations
Face recognition systems are increasingly deployed in security-critical applications, but remain vulnerable to presentation attacks such as printed photographs, replay videos, and three-dimensional masks. Although recent face anti-spoofing methods exploit complementary information from RGB, depth, and near-infrared (NI...