Hand Vein Spoof GANs: Pitfalls in the Assessment of Synthetic Presentation Attack Artefacts

Author:

Vorderleitner Andreas1ORCID,Hämmerle-Uhl Jutta1ORCID,Uhl Andreas1ORCID

Affiliation:

1. University of Salzburg, Salzburg, Austria

Funder

Austrian Science Fund (FWF)

Publisher

ACM

Reference38 articles.

1. Joon Hwan Choi , Wonseok Song , Taejeong Kim , Seung-Rae Lee , and Hee Chan Kim . 2009. Finger vein extraction using gradient normalization and principal curvature . In Image Processing: Machine Vision Applications II (Proc . SPIE , Vol . 7251). 359--367. https://doi.org/10.1117/12.810458 10.1117/12.810458 Joon Hwan Choi, Wonseok Song, Taejeong Kim, Seung-Rae Lee, and Hee Chan Kim. 2009. Finger vein extraction using gradient normalization and principal curvature. In Image Processing: Machine Vision Applications II (Proc.SPIE, Vol. 7251). 359--367. https://doi.org/10.1117/12.810458

2. Luca Debiasi , Christof Kauba , Heinz Hofbauer , Bernhard Prommegger , and Andreas Uhl . 2020 . Presentation Attacks and Detection in Finger- and Hand-Vein Recognition . In Proceedings of the Joint Austrian Computer Vision and Robotics Workshop (ACVRW'20) (September 17 - September 18 ). Graz, Austria, 65--70. https://doi.org/dx.doi.org/10.3217/978-3-85125-752-6-16 10.3217/978-3-85125-752-6-16 Luca Debiasi, Christof Kauba, Heinz Hofbauer, Bernhard Prommegger, and Andreas Uhl. 2020. Presentation Attacks and Detection in Finger- and Hand-Vein Recognition. In Proceedings of the Joint Austrian Computer Vision and Robotics Workshop (ACVRW'20) (September 17 - September 18). Graz, Austria, 65--70. https://doi.org/dx.doi.org/10.3217/978-3-85125-752-6-16

3. PROTECT: Pervasive and useR fOcused biomeTrics bordEr projeCT – a case study

4. Ian Goodfellow , Jean Pouget-Abadie , Mehdi Mirza , Bing Xu , David Warde-Farley , Sherjil Ozair , Aaron Courville , and Yoshua Bengio . 2014 . Generative Adversarial Nets. In Advances in Neural Information Processing Systems (Proceedings of NIPS'14) , Z. Ghahramani, M. Welling, C. Cortes, N. Lawrence, and K.Q. Weinberger (Eds.) , Vol. 27 . Curran Associates, Inc. Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio. 2014. Generative Adversarial Nets. In Advances in Neural Information Processing Systems (Proceedings of NIPS'14), Z. Ghahramani, M. Welling, C. Cortes, N. Lawrence, and K.Q. Weinberger (Eds.), Vol. 27. Curran Associates, Inc.

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