notesum.ai

Published at November 27

Exploring Depth Information for Detecting Manipulated Face Videos

cs.CV

Released Date: November 27, 2024

Authors: Haoyue Wang¹, Sheng Li¹, Ji He², Zhenxing Qian¹, Xinpeng Zhang¹, Shaolin Fan²

Aff.: ¹Fudan University, Shanghai, China; ²Shanghai Information Security Testing Evaluation and Certification Center, Shanghai, China

Arxiv: http://arxiv.org/abs/2411.18572v1

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Method	FF++
Meso4 [10]	84.70
Xception [9]	96.74
Two-branch [45]	93.18
X-Ray [12]	92.80
$F^{3}Net$ [47]	98.10
ADDNet-3d [15]	98.30
LTW [55]	98.50
Multi-attention [20]	99.80
FT-two-stream[56]	92.47
SPSL [57]	96.91
DIANet [58]	90.40
FInfer [59]	95.67
STDT [29]	99.80
Ours (Xception)-I	97.98
Ours (Xception)-II	98.40