Hybrid Deep Learning and Discrete Wavelet Transform-Based ECG Biometric Recognition for Arrhythmic Patients and Healthy Controls

Hybrid Deep Learning and Discrete Wavelet Transform-Based ECG Biometric Recognition for Arrhythmic Patients and Healthy Controls

The intrinsic and liveness detection behavior of electrocardiogram (ECG) signals has made it an emerging biometric modality for the researcher with several applications including forensic, surveillance and security. The main challenge is the low recognition performance with datasets of large populat...

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Bibliographic Details
Main Authors: Muhammad Sheharyar Asif, Muhammad Shahzad Faisal, Muhammad Najam Dar, Monia Hamdi, Hela Elmannai, Atif Rizwan, Muhammad Abbas
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Sensors
Subjects:
ECG biometric recognition
deep learning
transfer learning
1D convolutional recurrent neural network
DWT features
Online Access:https://www.mdpi.com/1424-8220/23/10/4635

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