Non-contact HR extraction from different color spaces using RGB camera

A Panigrahi, H Sharma - 2022 National Conference on …, 2022 - ieeexplore.ieee.org
… a simple but cogent technique for heart rate (HR) estimation … color channels from the alternative
color spaces can be usedrate measurements using standard red-green-blue cameras,”…

CoSTHR: A heart rate estimating network with adaptive color space transformation

Z Qiu, J Liu, H Sun, L Lin… - … and Measurement, 2022 - ieeexplore.ieee.org
… transformer that can automatically adjust the output color space, named color space … , “On
the benefits of alternative color spaces for noncontact heart rate measurements using

Optimal color channel combination across skin tones for remote heart rate measurement in camera-based photoplethysmography

H Ernst, M Scherpf, H Malberg, M Schmidt - Biomedical Signal Processing …, 2021 - Elsevier
… sign monitoring methods provide suitable alternatives [4,5]. … , is a non-contact optical
measurement technique that uses … ROIs and color spaces on camera-based HR measurement. …

Non-Contact Measurement of Heart Rate Independent of Skin Tone and Environment Light Using Near-Infrared Illumination

MJH Gringhuis - 2024 - essay.utwente.nl
… offers several advantages over traditional methods for measuring … rPPG presents a promising
alternative to traditional ECG … of the RGB color space, where each color component (red, …

[HTML][HTML] Research on the combination of color channels in heart rate measurement based on photoplethysmography imaging

JS Ryu, SC Hong, S Liang, SI Pak… - Journal of Biomedical …, 2021 - spiedigitallibrary.org
color channel combination in the color spaces currently used in … -invasive and non-contact
technology that can measure and … a color space based on the analysis of the relative merits for …

Video-based HR measurement using adaptive facial regions with multiple color spaces

A Panigrahi, H Sharma, A Mukherjee - Biocybernetics and Biomedical …, 2024 - Elsevier
… Driven by the desire for feasible and convenient healthcare, non-contact heart rate (HR) …
weighted sub-ROIs and color channels from the alternative color spaces on HR estimation. Next…

Noncontact heart rate measurement using a webcam, based on joint blind source separation and a skin reflection model: For a wide range of imaging conditions

B Zhang, H Li, L Xu, L Qi, Y Yao… - Journal of …, 2021 - Wiley Online Library
… In recent years, as an alternative and less obtrusive method, remote photoplethysmography
… Then, the YCbCr [28] color space is used to detect the skin region, as shown in Figure 2(b). …

Noncontact physiological measurement using a camera: a technical review and future directions

D Shao, C Liu, F Tsow - ACS sensors, 2020 - ACS Publications
… One advantage of noncontact BCG monitoring compared … Heart rate variability (HRV) is a
measure of the variation in time … a suitable SpO 2 measurement alternative for individuals with …

[HTML][HTML] Availability and performance of face based non-contact methods for heart rate and oxygen saturation estimations: A systematic review

A Gupta, AG Ravelo-Garcia, FM Dias - Computer methods and programs in …, 2022 - Elsevier
… It presents the measures of central tendencies for … an advantage of designing cost-effective,
non-contact physiological … This orignates the need for an alternative non-contact based …

[PDF][PDF] A Survey on Non-Contact Heart Rate Estimation from Facial Video

DH Ali, MH Aziz - Asian Journal of Computer Science Engineering, 2020 - researchgate.net
… [5,21,38,44,45] Channels of other color spaces were … was a passive non-contact approach,
while the disadvantages were an … alternative methods to traditional contact measuring ways …