Heart rate estimation from wrist-worn photoplethysmography: A review

D Biswas, N Simões-Capela, C Van Hoof… - IEEE Sensors …, 2019 - ieeexplore.ieee.org
Photoplethysmography (PPG) is a low-cost, non-invasive, and optical technique used to
detect blood volume changes in the microvascular tissue bed, measured from the skin …

A comprehensive survey on ECG signals as new biometric modality for human authentication: Recent advances and future challenges

AN Uwaechia, DA Ramli - IEEE Access, 2021 - ieeexplore.ieee.org
Electrocardiogram (ECG) has extremely discriminative characteristics in the biometric field
and has recently received significant interest as a promising biometric trait. However, ECG …

Deep-ECG: Convolutional neural networks for ECG biometric recognition

RD Labati, E Muñoz, V Piuri, R Sassi, F Scotti - Pattern Recognition Letters, 2019 - Elsevier
Electrocardiographic (ECG) signals have been successfully used to perform biometric
recognition in a wide range of applications. However, ECG-based biometric systems are …

CorNET: Deep learning framework for PPG-based heart rate estimation and biometric identification in ambulant environment

D Biswas, L Everson, M Liu, M Panwar… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Advancements in wireless sensor network technologies have enabled the proliferation of
miniaturized body-worn sensors, capable of long-term pervasive biomedical signal …

Photoplethysmographic biometrics: A comprehensive survey

RD Labati, V Piuri, F Rundo, F Scotti - Pattern Recognition Letters, 2022 - Elsevier
The wide diffusion of wearable sensors and mobile devices encouraged the study of
biometric recognition techniques that require a low level of cooperation from users. Among …

Trueheart: Continuous authentication on wrist-worn wearables using ppg-based biometrics

T Zhao, Y Wang, J Liu, Y Chen… - IEEE INFOCOM 2020 …, 2020 - ieeexplore.ieee.org
Traditional one-time user authentication processes might cause friction and unfavorable
user experience in many widely-used applications. This is a severe problem in particular for …

A survey on heart biometrics

AS Rathore, Z Li, W Zhu, Z Jin, W Xu - ACM Computing Surveys (CSUR), 2020 - dl.acm.org
In recent years, biometrics (eg, fingerprint or face recognition) has replaced traditional
passwords and PINs as a widely used method for user authentication, particularly in …

ECG authentication method based on parallel multi-scale one-dimensional residual network with center and margin loss

Y Chu, H Shen, K Huang - IEEE Access, 2019 - ieeexplore.ieee.org
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 …

Seeing red: PPG biometrics using smartphone cameras

G Lovisotto, H Turner, S Eberz… - Proceedings of the …, 2020 - openaccess.thecvf.com
In this paper, we propose a system that enables photoplethysmogram (PPG)-based
authentication by using a smartphone camera. PPG signals are obtained by recording a …

[HTML][HTML] Privacy-preserving sensor-based continuous authentication and user profiling: a review

L Hernández-Álvarez, JM de Fuentes… - Sensors, 2020 - mdpi.com
Ensuring the confidentiality of private data stored in our technological devices is a
fundamental aspect for protecting our personal and professional information. Authentication …