Intelligent remote photoplethysmography-based methods for heart rate estimation from face videos: A survey

S Premkumar, DJ Hemanth - Informatics, 2022 - mdpi.com
Over the last few years, a rich amount of research has been conducted on remote vital sign
monitoring of the human body. Remote photoplethysmography (rPPG) is a camera-based …

Deep learning and remote photoplethysmography powered advancements in contactless physiological measurement

W Chen, Z Yi, LJR Lim, RQR Lim, A Zhang… - … in bioengineering and …, 2024 - frontiersin.org
In recent decades, there has been ongoing development in the application of computer
vision (CV) in the medical field. As conventional contact-based physiological measurement …

Demodulation based transformer for rPPG generation and heart rate estimation

X Zhang, Z Xia, L Liu, X Feng - IEEE Signal Processing Letters, 2023 - ieeexplore.ieee.org
As a convenient, efficient and inexpensive medical technology, heart rate (HR) estimation
from face videos has gradually become a hot topic and many methods have been exploited …

Video-based heart rate measurement against uneven illuminations using multivariate singular spectrum analysis

R Song, X Sun, J Cheng, X Yang… - IEEE Signal Processing …, 2022 - ieeexplore.ieee.org
Spatially uneven illuminations are the dominant interference of video-based heart rate (HR)
screening for cooperated subjects in a telehealth service. In this letter, a remote …

Learning spatio-temporal pulse representation with global-local interaction and supervision for remote prediction of heart rate

C Zhao, M Zhou, Z Zhao, B Huang… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Recent studies have demonstrated the benefit of extracting and fusing pulse signals from
multi-scale region-of-interests (ROIs). However, these methods suffer from heavy …

Adaptive-weight network for imaging photoplethysmography signal extraction and heart rate estimation

H Liu, Y Ding, M Zhou, Q Li - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Recently, imaging photoplethysmography (IPPG), a noncontact heart rate (HR)
measurement based on face video, has attracted extensive attention. However, due to …

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 …

[HTML][HTML] Optimization of Video Heart Rate Detection Based on Improved SSA Algorithm

C Duan, X Liang, F Dai - Sensors, 2025 - mdpi.com
A solution to address the issues of environmental light interference in Remote
Photoplethysmography (rPPG) methods is proposed in this paper. First, signals from the …

Multi-Level Constrained Intra and Inter Subject Feature Representation for Facial Video Based BVP Signal Measurement

B Li, W Zhang, H Fu, H Liu, F Xu - IEEE Journal of Biomedical …, 2023 - ieeexplore.ieee.org
Facial video-based blood volume pulse (BVP) signal measurement holds great potential for
remote health monitoring, while existing methods have issues with convolutional kernel …

Recent advancements in deep learning-based remote photoplethysmography methods

A Gupta, AG Ravelo-García, F Morgado-Dias - Data Fusion Techniques …, 2024 - Elsevier
Health monitoring of an individual is guided by physiological parameters that can be
estimated by a photoplethysmography signal using contact-based or contactless …