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Found 4 papers, 1 papers with code
Deep Learning in the Field of Biometric Template Protection: An Overview
Biometric systems utilising deep learning have been shown to achieve auspicious recognition accuracy, surpassing human performance.
GAN pretraining for deep convolutional autoencoders applied to Software-based Fingerprint Presentation Attack Detection
This work presents a new approach to single-class classification for software-based fingerprint presentation attach detection.
On the Generalisation Capabilities of Fingerprint Presentation Attack Detection Methods in the Short Wave Infrared Domain
Therefore, presentation attack detection (PAD) methods are of utmost importance in order to distinguish between bona fide and attack presentations.
Anomaly Detection with Convolutional Autoencoders for Fingerprint Presentation Attack Detection
In recent years, the popularity of fingerprint-based biometric authentication systems significantly increased.
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