Template protection on multiple facial biometrics in the signal domain under visible and near-infrared light

Kirchgasser, S., Debiasi, L., Schraml, R., Hofbauer, H., Uhl, A., Boyle, J. ORCID: https://orcid.org/0000-0002-5785-8046 and Ferryman, J. (2020) Template protection on multiple facial biometrics in the signal domain under visible and near-infrared light. In: 8th International Workshop on Biometrics and Forensics (IWBF), 29-30 April 2020, Porto, Portugal. doi: 10.1109/IWBF49977.2020.9107964

Abstract/Summary

Template protection techniques like cancellable biometrics have been introduced in order to overcome privacy issues in biometric applications. We conduct an ISO/IEC Standard 24745 compliant assessment of block re-mapping and warping focusing on recognition performance issues as well as security and unlinkability aspects. Both of these template protection schemes are applied on a multi-biometrics dataset in the signal (image) domain. The dataset includes 2D face, iris and periocular images which have been acquired not only using visual light (VIS) but also near-infrared light (NIR). With respect to the used data, this is the first study that applies and evaluates cancellable template protection methods in the signal domain on VIS/NIR 2D face, iris and periocular biometrics.

Item Type	Conference or Workshop Item (UNSPECIFIED)
URI	https://reading-clone.eprints-hosting.org/id/eprint/92172
Item Type	Conference or Workshop Item
Refereed	Yes
Divisions	Science > School of Mathematical, Physical and Computational Sciences > Department of Computer Science
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