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Improving Face Anti-Spoofing by 3D Virtual Synthesis

Jianzhu Guo, Xiangyu Zhu, Jinchuan Xiao, Zhen Lei, Genxun Wan, Stan Z. Li

International Conference On Biometrics, ICB 2019 (Oral Presentation, acceptance rate 11.2%)

arxiv / paper /

We present a method to synthesize virtual spoof data in 3D space to improve face anti-spoofing. The synthetic virtual samples can significantly boost the anti-spoofing performance when combined with a proposed data balancing strategy.