Wide Multi Channel Presentation Attack (WMCA)
Creators
- 1. Idiap Research Institute
Description
The Wide Multi Channel Presentation Attack (WMCA) database consists of 1941 short video recordings of both bonafide and presentation attacks from 72 different identities. The data is recorded from several channels including color, depth, infra-red, and thermal.
The preprocessed version of the dataset with grayscale, depth, infrared and thermal and the preprocessed version of the dataset with only RGB channels are available for download.
Reference
Anjith George, Zohreh Mostaani, David Geissbühler, Olegs Nikisins, André Anjos, Sébastien Marcel, "Biometric Face Presentation Attack Detection with Multi-Channel Convolutional Neural Network", in IEEE Transactions on Information Forensics and Security, 2019.
http://publications.idiap.ch/index.php/publications/show/4077
Files
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Additional details
Related works
- Is cited by
- Conference paper: https://publications.idiap.ch/downloads//reports/2020/Mostaani_Idiap-RR-22-2020.pdf (URL)