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conference paper
Custom Silicone Face Masks - Vulnerability of Commercial Face Recognition Systems & Presentation Attack Detection
2019
2019 7th International Workshop on Biometrics and Forensics (IWBF)
The paper estimates the vulnerability of two commercial FR systems (Verilook and FaceVACS) to presentation attacks based on 3d custom silicone face-masks. The study is based on a new dataset, CSMAD-Mobile, introduced in the paper. Baseline performance values of several standard face-PAD methods ((LBP,LPQ,BSIF,IDA,color-textures)+SVM), computed using the new dataset, are also presented in the paper.
Type
conference paper
Authors
Raghavendra, Ramachandra
•
Venkatesh, Sushma
•
Raja, Kiran B.
•
Bhattacharjee, Sushil
•
Wasnik, Pankaj
•
Marcel, Sébastien
•
Busch, Christoph
Publication date
2019
Published in
2019 7th International Workshop on Biometrics and Forensics (IWBF)
EPFL units
Available on Infoscience
March 25, 2019
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