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Smartphone Authentication System Using Periocular Biometrics
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2014
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Gesellschaft für Informatik e.V.
Zusammenfassung
The increasing usage of smartphones has raised security concerns regarding these devices due to presence of high amount of personal and sensitive data. The risk is higher without a proper mechanism to handle the authentication to access the smartphone device. In this work, we present a standalone modular biometric system based on periocular information to authenticate towards device. The proposed system has been implemented on the Android operating system. We field tested and evaluated the proposed system using a new database acquired capturing samples with three different devices. We apply the three well known feature extraction techniques, SIFT, SURF and BSIF independently in the proposed peroicular based authentication system. The best performance achieved with GM R = 89.38\% at F M R = 0.01\% indicates the applicability of the proposed periocular based mobile authentication system in a reallife scenario.