Table 1 Selective face anti-spoofing datasets and related parameters
From: Image life trails based on contrast reduction models for face counter-spoofing
Datasets | Year | No. of subjects | Camera | Image representation | Spoof-type | Race |
|---|---|---|---|---|---|---|
CASIA [18] | 2012 | 50 | VIS | RGB | Print photo, cut photo | Chinese |
MSU-MFSD [23] | 2015 | 35 | Phone Laptop | RGB | Printed photo | Asia, Middle east |
Hispanic, Europeans | ||||||
Latin Americans | ||||||
Oulu NPU [27] | 2018 | 20 | VIS | RGB | Printed photo | Europeans and Middle east |
CASIA SURF [28] | 2018 | 1000 | Real sense | RGB/depth | Print and cut photos | Almost all the races |