PCGAN disentangles latent vectors for spoof artifacts and facial features to generate diverse spoof images, paired with patch-based multi-task learning to boost domain generalization and partial-attack detection in face anti-spoofing.
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Domain-generalizable Face Anti-Spoofing with Patch-based Multi-tasking and Artifact Pattern Conversion
PCGAN disentangles latent vectors for spoof artifacts and facial features to generate diverse spoof images, paired with patch-based multi-task learning to boost domain generalization and partial-attack detection in face anti-spoofing.