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 …

Bi-level weighted mixed-domain self-attention network for non-contact heart rate estimation

W Ren, Y Chen, D Zhang, HR Karimi - Knowledge-Based Systems, 2024 - Elsevier
Remote Photoplethysmography (rPPG) technique plays a pivotal role in non-contact heart
rate (HR) estimation. The existing deep learning-based technology has obtained better …

Heart rate estimation via self-adaptive region selection and multiregion-fusion 1D CNN

X Zhang, Z Xia, J Dai, L Liu, X Jiang… - Journal of Electronic …, 2022 - spiedigitallibrary.org
Heart rate (HR) measurement from facial videos makes physiologic detection more
convenient, which achieves much attention of many researchers. However, the existing …

Towards a Survey on Universal Human Vital Signs with prototype for Detection and Record Electronically Acceptable Medical-data (dDream)

M Rabbani, KS Alam, L He, S Tian… - 2022 IEEE 46th …, 2022 - ieeexplore.ieee.org
Accurate and valid health information is crucial for effective medical management. Failure to
collect adequate information from physical and mental health examinations can be a barrier …

Cardiac Signal Monitoring System using NonContact Measurement for Physiological Features

K Balaraman, A Claret SP - … of the 5th International Conference on …, 2023 - dl.acm.org
Healthcare is a crucial part of human beings; thus, keeping a check by recording and
monitoring certain essential functions of the body is important. Using sensors to record …

Videolardan Kalp Atış Hızı Kestirimi Üzerine Bir İnceleme

M Korkmaz, S Vatansever - Avrupa Bilim ve Teknoloji Dergisi, 2022 - dergipark.org.tr
Kalp atış hızı; kişinin sağlığı, aktivite seviyesi, stres durumu, zindeliği ve benzeri fizyolojik
durumları hakkında önemli ipuçları vermektedir. Kalp atış hızı, elektrokardiyogram (EKG) ve …

Heart rates estimation using rPPG methods in challenging imaging conditions

N Nguyen - 2023 - oulurepo.oulu.fi
The cardiovascular system plays a crucial role in maintaining the body's equilibrium by
regulating blood flow and oxygen supply to different organs and tissues. While contact …

Video-based method and system for accurately estimating human body heart rate and facial blood volume distribution

H Bao, X Xu, X Wang - US Patent App. 17/696,909, 2022 - Google Patents
Provided is a video-based method and system for accurately estimating heart rate and facial
blood volume distribution, and the method mainly comprises the following steps: firstly …

[PDF][PDF] HUMAN FACE RECOGNITION IN VIDEO USING CONVOLUTIONAL NEURAL NETWORK (CNN)

GS Keerthi, CR Usha - 2019 - academia.edu
Video-based Face Recognition (VFR) is ability of system to recognize one or more people in
video based on their facial characteristics. VFR system faces challenges such as pose …