Efficiently Updating ECG-Based Biometric Authentication Based on Incremental Learning

Efficiently Updating ECG-Based Biometric Authentication Based on Incremental Learning

Recently, the interest in biometric authentication based on electrocardiograms (ECGs) has increased. Nevertheless, the ECG signal of a person may vary according to factors such as the emotional or physical state, thus hindering authentication. We propose an adaptive ECG-based authentication method t...

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Bibliographic Details
Main Authors: Junmo Kim, Geunbo Yang, Juhyeong Kim, Seungmin Lee, Ko Keun Kim, Cheolsoo Park
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Sensors
Subjects:
ECG
authentication
biometrics
incremental learning
SVM
incremental SVM
Online Access:https://www.mdpi.com/1424-8220/21/5/1568

Internet

https://www.mdpi.com/1424-8220/21/5/1568

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