On the generalization of color texture-based face anti-spoofing

作者：

Highlights：

• In-depth study on the generalization of color texture-based face anti-spoofing

• Extensive cross-database tests conducted with seven color texture descriptors

• Detailed experimental analysis focusing on display and print attack detection

• Complementary attack-specific facial color texture descriptions proposed

• Remarkable generalization ability achieved against display attacks

摘要

•In-depth study on the generalization of color texture-based face anti-spoofing•Extensive cross-database tests conducted with seven color texture descriptors•Detailed experimental analysis focusing on display and print attack detection•Complementary attack-specific facial color texture descriptions proposed•Remarkable generalization ability achieved against display attacks

论文关键词：Face recognition,Presentation attack detection,Spoofing,Color texture analysis,Cross-database,Generalization

论文评审过程：Received 13 July 2017, Revised 19 January 2018, Accepted 27 April 2018, Available online 20 July 2018, Version of Record 20 July 2018.

论文官网地址：https://doi.org/10.1016/j.imavis.2018.04.007