LGI-rPPG-Net: A shallow encoder-decoder model for rPPG signal estimation from facial video streams [PDF]
A method to accurately estimate physiological signals from video streams at a minimal cost is invaluable. The importance of such a technique in pre-clinical health monitoring cannot be understated.
Amith Khandakar +2 more
exaly +2 more sources
Assessment of ROI Selection for Facial Video-Based rPPG
In general, facial image-based remote photoplethysmography (rPPG) methods use color-based and patch-based region-of-interest (ROI) selection methods to estimate the blood volume pulse (BVP) and beats per minute (BPM).
Chae-Bong Sohn +2 more
exaly +2 more sources
DD-rPPGNet: De-Interfering and Descriptive Feature Learning for Unsupervised rPPG Estimation [PDF]
Remote Photoplethysmography (rPPG) aims to measure physiological signals and Heart Rate (HR) from facial videos. Recent unsupervised rPPG estimation methods have shown promising potential in estimating rPPG signals from facial regions without relying on ...
Chiou-Ting Hsu +2 more
exaly +2 more sources
Exploiting Spatial Redundancy of Image Sensor for Motion Robust rPPG [PDF]
Remote photoplethysmography (rPPG) techniques can measure cardiac activity by detecting pulse-induced colour variations on human skin using an RGB camera.
Wenjin Wang +2 more
exaly +4 more sources
Fully test-time rPPG estimation via synthetic signal-guided feature learning
Many remote photoplethysmography (rPPG) estimation models have achieved promising performance in the training domain but often fail to accurately estimate physiological signals or heart rates (HR) in the target domains.
Chiou-Ting Hsu +2 more
exaly +1 more source
ConDiff-rPPG: Robust Remote Physiological Measurement to Heterogeneous Occlusions
Remote photoplethysmography (rPPG) is a contactless technique that facilitates the measurement of physiological signals and cardiac activities through facial video recordings. This approach holds tremendous potential for various applications.
Ying-Cong Chen, Dengbo He, Jiyao Wang
exaly +2 more sources
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Mask Attack Detection Using Vascular-Weighted Motion-Robust rPPG Signals
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