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book part or chapter
Face Anti-spoofing: Visual Approach
User authentication is an important step to protect information and in this regard face biometrics is advantageous. Face biometrics is natural, easy to use and less human-invasive. Unfortunately, recent work revealed that face biometrics is quite vulnerable to spoofing attacks. This chapter presents the different modalities of attacks to visual spectrum face recognition systems. We introduce public datasets for the evaluation of vulnerability of recognition systems and performance of counter-measures. Finally, we build a comprehensive view of anti-spoofing techniques for visual spectrum face recognition and provide an outlook of issues that remain unaddressed.
Type
book part or chapter
Authors
Editors
Publication date
2014
Publisher
Published in
Handbook of Biometric Anti-Spoofing
Start page
65
End page
82
EPFL units
Available on Infoscience
December 19, 2014
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