Face anti-spoofing detection based on DWT-LBP-DCT features

作者：

Highlights：

• Propose a new face anti-spoofing detection approach based on DWT-LBP-DCT Features with a SVM classifier.

• Investigate functions of DWT and DCT in the approach in both experimental and analytical ways, respectively.

• The proposed scheme achieves better detection accuracy and lower detection time.

摘要

•Propose a new face anti-spoofing detection approach based on DWT-LBP-DCT Features with a SVM classifier.•Investigate functions of DWT and DCT in the approach in both experimental and analytical ways, respectively.•The proposed scheme achieves better detection accuracy and lower detection time.

论文关键词：Face anti-spoofing,DWT,LBP,DCT,REPLAY-ATTACK,CASIA-FASD

论文评审过程：Received 28 December 2019, Revised 6 July 2020, Accepted 26 August 2020, Available online 2 September 2020, Version of Record 11 September 2020.

论文官网地址：https://doi.org/10.1016/j.image.2020.115990