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2021
This chapter aims to introduce remote heart rate estimation from video images, which is considered to be a cost-effective and comfortable method with great potential to become a supplementary medical modality or for daily health care. The principle of remote photoplethysmography signal extraction via video is first illustrated alongside early attempts ...
Zhaolin Qiu +4 more
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This chapter aims to introduce remote heart rate estimation from video images, which is considered to be a cost-effective and comfortable method with great potential to become a supplementary medical modality or for daily health care. The principle of remote photoplethysmography signal extraction via video is first illustrated alongside early attempts ...
Zhaolin Qiu +4 more
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IDTL-rPPG: Remote heart rate estimation using instance-based deep transfer learning
Biomedical Signal Processing and ControlHaoyuan Gao +3 more
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Remote Estimation of Heart Rate Based on Multi-Scale Facial ROIs
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2020While most rPPG approaches extract the pulse signals based on single facial region of interest (ROI), this research proposes a new method to extract pulse signals from ROIs with multiple scales. The idea is that rich pulse features can be extracted by varying ROI scales and combining these features would contribute to the accuracy improvement.
Changchen Zhao +4 more
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Supervised learning approach to remote heart rate estimation from facial videos
2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG), 2015A supervised machine learning approach to remote video-based heart rate (HR) estimation is proposed. We demonstrate the possibility of training a discriminative statistical model to estimate the Blood Volume Pulse signal (BVP) from the human face using ambient light and any off-the-shelf webcam.
Ahmed Osman +2 more
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Remote Heart Rate Estimation Based on ROI Extraction
2023 16th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI), 2023Wei Jian, Yuqi Zhang, Ke Hu
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Remote Heart Rate Estimation by Signal Quality Attention Network
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2022Haoyuan Gao +3 more
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Heart Rate Estimation Using Remote Photoplethysmography and Deep Learning
2023 International Conference on Digital Applications, Transformation & Economy (ICDATE), 2023Ru Jing Lee +4 more
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ALPINE: Improving Remote Heart Rate Estimation using Contrastive Learning
2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2023Lokendra Birla +3 more
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Remote heart rate estimation via convolutional neural networks with transformers
Journal of the Franklin Institute, 2023Zongheng Guo +6 more
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