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- W3162128654 abstract "In this work, we propose a method to simultaneously perform (i) biometric recognition (i.e., identify the individual), and (ii) device recognition, (i.e., identify the device) from a single biometric image, say, a face image, using a one-shot schema. Such a joint recognition scheme can be useful in devices such as smartphones for enhancing security as well as privacy. We propose to automatically learn a joint representation that encapsulates both biometric-specific and sensor-specific features. We evaluate the proposed approach using iris, face and periocular images acquired using near-infrared iris sensors and smartphone cameras. Experiments conducted using 14,451 images from 13 sensors resulted in a rank-1 identification accuracy of upto 99.81% and a verification accuracy of upto 100% at a false match rate of 1%." @default.
- W3162128654 created "2021-05-24" @default.
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- W3162128654 date "2021-01-10" @default.
- W3162128654 modified "2023-10-16" @default.
- W3162128654 title "One-shot Representational Learning for Joint Biometric and Device Authentication" @default.
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- W3162128654 doi "https://doi.org/10.1109/icpr48806.2021.9413087" @default.
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