HeartID: A Multiresolution Convolutional Neural Network for ECG-Based Biometric Human Identification in Smart Health Applications

HeartID: A Multiresolution Convolutional Neural Network for ECG-Based Biometric Human Identification in Smart Health Applications

Body area networks, including smart sensors, are widely reshaping health applications in the new era of smart cities. To meet increasing security and privacy requirements, physiological signalbased biometric human identification is gaining tremendous attention. This paper focuses on two major impedi...

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Bibliographic Details
Main Authors: Qingxue Zhang, Dian Zhou, Xuan Zeng
Format: Article
Language:English
Published: IEEE 2017-01-01
Series:IEEE Access
Subjects:
ECG
wavelet transformation
convolutional neural network
deep learning
machine learning
feature learning
Online Access:https://ieeexplore.ieee.org/document/7933065/

Internet

https://ieeexplore.ieee.org/document/7933065/

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