A flow-augmented teacher transfers motion-aware knowledge via logit distillation to an RGB-only student model, enabling real-time face presentation attack detection with near-zero error rates on standard benchmarks.
Oulu- npu: A mobile face presentation attack database with real-world variations,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Flow Augmentation and Knowledge Distillation for Lightweight Face Presentation Attack Detection
A flow-augmented teacher transfers motion-aware knowledge via logit distillation to an RGB-only student model, enabling real-time face presentation attack detection with near-zero error rates on standard benchmarks.