[HTML][HTML] Deep learning methods for remote heart rate measurement: A review and future research agenda

CH Cheng, KL Wong, JW Chin, TT Chan, RHY So - Sensors, 2021 - mdpi.com
Heart rate (HR) is one of the essential vital signs used to indicate the physiological health of
the human body. While traditional HR monitors usually require contact with skin, remote …

[HTML][HTML] Remote monitoring of vital signs in diverse non-clinical and clinical scenarios using computer vision systems: A review

FTZ Khanam, A Al-Naji, J Chahl - Applied Sciences, 2019 - mdpi.com
Techniques for noncontact measurement of vital signs using camera imaging technologies
have been attracting increasing attention. For noncontact physiological assessments …

Skin deep: Investigating subjectivity in skin tone annotations for computer vision benchmark datasets

T Barrett, Q Chen, A Zhang - Proceedings of the 2023 ACM Conference …, 2023 - dl.acm.org
To investigate the well-observed racial disparities in computer vision systems that analyze
images of humans, researchers have turned to skin tone as a more objective annotation …

[HTML][HTML] Non-contact automatic vital signs monitoring of infants in a neonatal intensive care unit based on neural networks

FTZ Khanam, AG Perera, A Al-Naji, K Gibson… - Journal of …, 2021 - mdpi.com
Infants with fragile skin are patients who would benefit from non-contact vital sign monitoring
due to the avoidance of potentially harmful adhesive electrodes and cables. Non-contact …

Remote photoplethysmography with an EEMD-MCCA method robust against spatially uneven illuminations

R Song, J Li, M Wang, J Cheng, C Li… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
Remote photoplethysmography (rPPG) is an attractive video-based technique to monitor
heart rate (HR) information in telehealth screening. The subjects are required to stay …

[HTML][HTML] Non-contact SpO2 prediction system based on a digital camera

A Al-Naji, GA Khalid, JF Mahdi, J Chahl - Applied Sciences, 2021 - mdpi.com
Patients with the COVID-19 condition require frequent and accurate blood oxygen saturation
(SpO2) monitoring. The existing pulse oximeters, however, require contact-based …

Computer vision for jaundice detection in neonates using graphic user interface

W Hashim, A Al-Naji, IA Al-Rayahi… - IOP Conference Series …, 2021 - iopscience.iop.org
Physiological jaundice occurs in the first week of life in newborns due to the increase in
bilirubin level which in turn leads to yellowish discolouration of skin and sclera. Sever …

[HTML][HTML] Simulating cardiac signals on 3D human models for photoplethysmography development

D Wang, J Chahl - Frontiers in Robotics and AI, 2024 - frontiersin.org
Introduction: Image-based heart rate estimation technology offers a contactless approach to
healthcare monitoring that could improve the lives of millions of people. In order to …

Ivrr-PPG: An illumination variation robust remote-PPG algorithm for monitoring heart rate of drivers

M Xu, G Zeng, Y Song, Y Cao, Z Liu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Heart rate can be accurately measured by Remote PhotoPlethysmoGraphy (rPPG) in stable
illumination and noise-controlled environments such as indoors. However, heart rate …

[HTML][HTML] A system for monitoring breathing activity using an ultrasonic radar detection with low power consumption

A Al-Naji, AJ Al-Askery, SK Gharghan… - Journal of Sensor and …, 2019 - mdpi.com
Continuous monitoring of breathing activity plays a major role in detecting and classifying a
breathing abnormality. This work aims to facilitate detection of abnormal breathing …