Verifying liveness by multiple experts in face biometrics

Resisting spoofing attempts via photographs and video playbacks is a vital issue for the success of face biometrics. Yet, the ldquolivenessrdquo topic has only been partially studied in the past. In this paper we are suggesting a holistic liveness detection paradigm that collaborates with standard t...

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Vydáno v:2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops s. 1 - 6
Hlavní autoři: Kollreider, K., Fronthaler, H., Bigun, J.
Médium: Konferenční příspěvek
Jazyk:angličtina
Vydáno: IEEE 01.06.2008
Edice:IEEE Conference on Computer Vision and Pattern Recognition. Proceedings
Témata:
Authentication
Biometrics
Collaboration
Collaborative work
Computer engineering
Datorteknik
Digital cameras
Eyes
Face detection
Face recognition
Hardware
Information technology
Informationsteknik
Mouth
TECHNOLOGY
TEKNIKVETENSKAP
ISBN:9781424423392, 1424423392, 9781424423408, 1424423406
ISSN:2160-7508
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Popis
Shrnutí:Resisting spoofing attempts via photographs and video playbacks is a vital issue for the success of face biometrics. Yet, the ldquolivenessrdquo topic has only been partially studied in the past. In this paper we are suggesting a holistic liveness detection paradigm that collaborates with standard techniques in 2D face biometrics. The experiments show that many attacks are avertible via a combination of anti-spoofing measures. We have investigated the topic using real-time techniques and applied them to real-life spoofing scenarios in an indoor, yet uncontrolled environment.
ISBN:9781424423392
1424423392
9781424423408
1424423406
ISSN:2160-7508
DOI:10.1109/CVPRW.2008.4563115