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Ecg biometrics using deep learning and relative score threshold classification

Belo, David; Bento, Nuno; Silva, Hugo; Fred, Ana; Gamboa, Hugo

PD/BDE/130216/2017; The field of biometrics is a pattern recognition problem, where the individual traits are coded, registered, and compared with other database records. Due to the difficulties in reproducing Electrocardiograms (ECG), their usage has been emerging in the biometric field for more secure applications. Inspired by the high performance shown by Deep Neural Networks (DNN) and to mitigate the intra-...

Date: 2020   |   Origin: Repositório Institucional da UNL
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