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Spatial-Spectral-Temporal Fusion for Remote Heart Rate Estimation
IEEE Sensors Journal, 2020In this paper, we propose a novel heart rate (HR) estimation method using simultaneously recorded RGB and near-infrared (NIR) face videos to improve the robustness of camera-based remote HR estimation against illumination fluctuations and head motions. The key to robust HR estimation is constructing the histogram of HRs for a considered time window by ...
Shiika Kado +4 more
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AND-rPPG: A novel denoising-rPPG network for improving remote heart rate estimation
Computers in Biology and Medicine, 2022Heart rate (HR) estimation is an essential physiological parameter in the field of biomedical imaging. Remote Photoplethysmography (r-PPG) is a pathbreaking development in this field wherein the PPG signal is extracted from non-contact face videos. In the COVID-19 pandemic, rPPG plays a vital role for doctors and patients to perform telehealthcare ...
Birla Lokendra, Gupta Puneet
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PulseNet: A multitask learning network for remote heart rate estimation
Knowledge-Based Systems, 2022Ruo-Nan Yin +3 more
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Remote Heart Rate Estimation Based on 3D Facial Landmarks
2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2020In this paper, we propose a novel video-based remote heart rate (HR) estimation method based on 3D facial landmarks. The key contributions in our method are twofold: (i) We introduce 3D facial landmarks detection to the video-based HR estimation and (ii) we propose a novel face patch visibility check manner based on the face patch normal in the 3D ...
Yuichiro, Maki +3 more
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A remote PPG based approach for heart rate estimation
Journal of Military Science and Technology, 2022Heart rate (HR) estimation is an essential physiological process in the field of biosignal analysis. Recently, remote Photoplethysmography (rPPG) is a pathbreaking development in this field wherein the PPG signal is extracted from non-contact face videos. This study, aiming at building a low cost rPPG system for both heart rate estimation and detecting
Thi-Thao Tran +2 more
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Remote Photoplethysmography and Heart Rate Estimation by Dynamic Region of Interest Tracking
2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 2022Remote photoplethysmography (PPG) estimates vital signs by measuring changes in the reflected light from the human skin. Compared to traditional PPG techniques, remote PPG enables contactless measurement at a reduced cost. In this paper, we propose a novel method to extract remote PPG signals and heart rate from videos.
Wenchuan, Wei +4 more
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Robust remote heart rate estimation in car driving environment
2018 IEEE International Conference on Consumer Electronics (ICCE), 2018In this paper, we propose a novel framework for estimating driver's heart rate remotely under driving condition. First, region of interest is selected by landmark points derived from discriminative response map fitting. Feature signal is then extracted for heart rate estimation and refined by dynamic standard deviation check to eliminate the noisy ...
Kanghyu Lee +3 more
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Improved remote estimation of heart rate in face videos
2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2016We present an improved method for the remote estimation of heart rate from face videos. By relying on visual techniques used for the decomposition of spatial information, we propose a novel pipeline to properly extract and process the time signal containing the heart rate information.
Malacarne, Alain +3 more
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