Lightweight fusion of WDF with SPSL or LBP cues into Xception improves AUC by 3.8-4.4% on FaceForensics++ and DFDC-Preview with negligible parameter overhead compared to larger frequency-based detectors.
Zhiyuan Yan, Yong Zhang, Xinhang Yuan, Siwei Lyu, and Baoyuan Wu
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Lightweight Complementary-Cue Fusion for Robust Video Face Forgery Detection
Lightweight fusion of WDF with SPSL or LBP cues into Xception improves AUC by 3.8-4.4% on FaceForensics++ and DFDC-Preview with negligible parameter overhead compared to larger frequency-based detectors.