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Towards In-Vehicle Non-Contact Estimation of EDA-Based Arousal with LiDAR. [PDF]
Brandstetter J, Knoch EM, Gauterin F.
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CogMamba: Multi-Task Driver Cognitive Load and Physiological Non-Contact Estimation with Multimodal Facial Features. [PDF]
Xie Y, Guo B.
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A hybrid CNN-spectral architecture for non-contact respiratory rate estimation using multi-region optical-flow analysis. [PDF]
Srestha SD, Kim S.
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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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