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 …

AND-rPPG: A novel denoising-rPPG network for improving remote heart rate estimation

B Lokendra, G Puneet - Computers in biology and medicine, 2022 - Elsevier
Heart rate (HR) estimation is an essential physiological parameter in the field of biomedical
imaging. Remote Photoplethysmography (r-PPG) is a pathbreaking development in this field …

ALPINE: Improving remote heart rate estimation using contrastive learning

L Birla, S Shukla, AK Gupta… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
Heart rate (HR) is a crucial physiological indicator of human health and can be used to
detect cardiovascular disorders. The traditional HR estimation methods, such as …

CPulse: Heart rate estimation from RGB videos under realistic conditions

AD Mehta, H Sharma - IEEE Transactions on Instrumentation …, 2023 - ieeexplore.ieee.org
The challenges obscuring contactless heart rate (HR) measurement using an RGB camera
to emerge as a reliable alternative to the existing contact-based methods are the reliability …

Biometric recognition of PPG cardiac signals using transformed spectrogram images

R Donida Labati, V Piuri, F Rundo, F Scotti… - … Conference on Pattern …, 2021 - Springer
Nowadays, the number of mobile, wearable, and embedded devices integrating sensors for
acquiring cardiac signals is constantly increasing. In particular, plethysmographic (PPG) …

Lightweight and interpretable convolutional neural network for real-time heart rate monitoring using low-cost video camera under realistic conditions

Y Liu, X Guo, Y Zhang - Biomedical Signal Processing and Control, 2024 - Elsevier
Recent research has shown that a person's heart rate (HR) can be estimated using video
data through remote photoplethysmography (rPPG). However, this approach is faced with …

Impact of makeup on remote-ppg monitoring

W Wang, C Shan - Biomedical Physics & Engineering Express, 2020 - iopscience.iop.org
Camera-based remote photoplethysmography (remote-PPG) enables contactless
measurement of blood volume pulse from the human skin. Skin visibility is essential to …

AI for biometric authentication systems

TV Hamme, G Garofalo, S Joos, D Preuveneers… - Security and Artificial …, 2022 - Springer
Biometric authentication is currently one of the most attractive authentication methodologies,
as it is very user friendly and is the most secure option for consumer grade mobile device …

Mitigating undesired interactions between liveness detection components in biometric authentication

E Lavens, D Preuveneers, W Joosen - Proceedings of the 18th …, 2023 - dl.acm.org
Biometric authentication has made great strides throughout the years thanks to better
hardware and software support. However, attackers are unrelenting in finding new ways to …

Identification of PPG measurement sites toward countermeasures against biometric presentation attacks

S Hinatsu, N Matsuda, H Ishizuka, S Ikeda… - IEEE Access, 2022 - ieeexplore.ieee.org
In this study, we propose a countermeasure against a presentation attack on a
photoplethysmogram (PPG)-based biometric authentication system. The countermeasure …