ML Anthology

Verifying Liveness by Multiple Experts in Face Biometrics

Klaus Kollreider, Hartwig Fronthaler, Josef Bigün
CVPRW 2008 pp. 1-6
doi:10.1109/CVPRW.2008.4563115 /cvprw/2008/kollreider2008cvprw-verifying/

Abstract

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.

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Cite

Text

Kollreider et al. "Verifying Liveness by Multiple Experts in Face Biometrics." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2008. doi:10.1109/CVPRW.2008.4563115

Markdown

[Kollreider et al. "Verifying Liveness by Multiple Experts in Face Biometrics." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2008.](https://mlanthology.org/cvprw/2008/kollreider2008cvprw-verifying/) doi:10.1109/CVPRW.2008.4563115

BibTeX

@inproceedings{kollreider2008cvprw-verifying,
  title     = {{Verifying Liveness by Multiple Experts in Face Biometrics}},
  author    = {Kollreider, Klaus and Fronthaler, Hartwig and Bigün, Josef},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
  year      = {2008},
  pages     = {1-6},
  doi       = {10.1109/CVPRW.2008.4563115},
  url       = {https://mlanthology.org/cvprw/2008/kollreider2008cvprw-verifying/}
}