ECG Authentication Method Based on Parallel Multi-Scale One-Dimensional Residual Network With Center and Margin Loss

ECG Authentication Method Based on Parallel Multi-Scale One-Dimensional Residual Network With Center and Margin Loss

To enhance the security level of digital information, the biometric authentication method based on Electrocardiographic (ECG) is gaining increasing attention in a wide range of applications. Compared with other biometric features, e.g., fingerprint and face, the ECG signals have several advantages,...

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Bibliographic Details
Main Authors: Yifan Chu, Haibin Shen, Kejie Huang
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
ECG
authentication
feature extraction
residual network
multi-scale
center loss
Online Access:https://ieeexplore.ieee.org/document/8695698/

Internet

https://ieeexplore.ieee.org/document/8695698/

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