Remote photoplethysmography for heart rate measurement: A review

H Xiao, T Liu, Y Sun, Y Li, S Zhao, A Avolio - Biomedical Signal Processing …, 2024 - Elsevier
Heart rate (HR) ranks among the most critical physiological indicators in the human body,
significantly illuminating an individual's state of physical health. Distinguished from …

Face2PPG: An unsupervised pipeline for blood volume pulse extraction from faces

CA Casado, MB López - IEEE Journal of Biomedical and …, 2023 - ieeexplore.ieee.org
Photoplethysmography (PPG) signals have become a key technology in many fields, such
as medicine, well-being, or sports. Our work proposes a set of pipelines to extract remote …

Information-enhanced network for noncontact heart rate estimation from facial videos

L Liu, Z Xia, X Zhang, J Peng, X Feng… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Remote photoplethysmography (rPPG) is a vital way of measuring heart rate (HR) to reflect
human physical and mental health, which is useful for diagnosing cardiovascular and …

Your smartphone could act as a pulse-oximeter and as a single-lead ECG

A Mehmood, A Sarouji, MMU Rahman… - Scientific Reports, 2023 - nature.com
In the post-covid19 era, every new wave of the pandemic causes an increased
concern/interest among the masses to learn more about their state of well-being. Therefore …

Spiking-physformer: Camera-based remote photoplethysmography with parallel spike-driven transformer

M Liu, J Tang, Y Chen, H Li, J Qi, S Li, K Wang… - arXiv preprint arXiv …, 2024 - arxiv.org
Artificial neural networks (ANNs) can help camera-based remote photoplethysmography
(rPPG) in measuring cardiac activity and physiological signals from facial videos, such as …

Tranphys: Spatiotemporal masked transformer steered remote photoplethysmography estimation

H Shao, L Luo, J Qian, S Chen, C Hu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Subtle variations are invisible to the naked eyes in human physiological signals can reflect
important biological and health indicators. Although numerous computer vision methods …

Camera-based physiological measurement: Recent advances and future prospects

J Wang, C Shan, L Liu, Z Hou - Neurocomputing, 2024 - Elsevier
Camera-based measurement of vital signs utilizes imaging equipment to measure
physiological changes by analyzing human body images. The contactless physiological …

Review on remote heart rate measurements using photoplethysmography

RJ Lee, S Sivakumar, KH Lim - Multimedia Tools and Applications, 2024 - Springer
Remote photoplethysmography (rPPG) gains recent great interest due to its potential in
contactless heart rate measurement using consumer-level cameras. This paper presents a …

PulseNet: Multi-task learning-based non-contact pulse condition diagnosis using multi-scale fusion and transformer

Z Zhao, Y Zhou, S Zhang, S Chen, C Wen, Q Xu… - Knowledge-Based …, 2024 - Elsevier
The pulse condition, also called mai xiang, a significant diagnostic indicator in traditional
Chinese medicine (TCM), has increased demand for intelligent diagnosis in recent years …

RS-rPPG: robust self-supervised learning for rPPG

M Savic, G Zhao - 2024 IEEE 18th International Conference on …, 2024 - ieeexplore.ieee.org
Remote photoplethysmography (rPPG) measures cardiac signals remotely from facial
videos, leading to promising applications in telemedicine, face anti-spoofing, emotion …