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  4. LBP-TOP based countermeasure against face spoofing attacks
 
conference paper

LBP-TOP based countermeasure against face spoofing attacks

de Freitas Pereira, Tiago
•
Anjos, André
•
De Martino, José Mario
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2013
Computer Vision - ACCV 2012 Workshops
International Workshop on Computer Vision With Local Binary Pattern Variants - ACCV

User authentication is an important step to protect information and in this eld face biometrics is advantageous. Face biometrics is natural, easy to use and less human-invasive. Unfortunately, recent work has revealed that face biometrics is vulnerable to spoofing attacks using low-tech cheap equipments. This article presents a countermeasure against such attacks based on the LBP-TOP operator combining both space and time information into a single multiresolution texture descriptor. Experiments carried out with the REPLAY ATTACK database show a Half Total Error Rate (HTER) improvement from 15:16% to 7:60%.

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Type
conference paper
DOI
10.1007/978-3-642-37410-4_11
Author(s)
de Freitas Pereira, Tiago
Anjos, André
De Martino, José Mario
Marcel, Sébastien  
Date Issued

2013

Published in
Computer Vision - ACCV 2012 Workshops
Start page

121

End page

132

Subjects

Attack

•

Counter-Measures

•

Counter-Spoofing

•

Face Recognition

•

Liveness Detection

•

Replay

•

Spoofing

Written at

EPFL

EPFL units
LIDIAP  
Event nameEvent placeEvent date
International Workshop on Computer Vision With Local Binary Pattern Variants - ACCV

Daejeon, Korea

November 5-6, 2012

Available on Infoscience
December 19, 2013
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/98139
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