Dual-gan: Joint bvp and noise modeling for remote physiological measurement
Remote photoplethysmography (rPPG) based physiological measurement has great
application values in health monitoring, emotion analysis, etc. Existing methods mainly focus …
application values in health monitoring, emotion analysis, etc. Existing methods mainly focus …
Dual-bridging with adversarial noise generation for domain adaptive rppg estimation
The remote photoplethysmography (rPPG) technique can estimate pulse-related metrics (eg
heart rate and respiratory rate) from facial videos and has a high potential for health …
heart rate and respiratory rate) from facial videos and has a high potential for health …
Contrast-phys+: Unsupervised and weakly-supervised video-based remote physiological measurement via spatiotemporal contrast
Video-based remote physiological measurement utilizes facial videos to measure the blood
volume change signal, which is also called remote photoplethysmography (rPPG) …
volume change signal, which is also called remote photoplethysmography (rPPG) …
Radiant: Better rppg estimation using signal embeddings and transformer
Remote photoplethysmography can provide non-contact heart rate (HR) estimation by
analyzing the skin color variations obtained from face videos. These variations are subtle …
analyzing the skin color variations obtained from face videos. These variations are subtle …
Physformer: Facial video-based physiological measurement with temporal difference transformer
Remote photoplethysmography (rPPG), which aims at measuring heart activities and
physiological signals from facial video without any contact, has great potential in many …
physiological signals from facial video without any contact, has great potential in many …
The way to my heart is through contrastive learning: Remote photoplethysmography from unlabelled video
The ability to reliably estimate physiological signals from video is a powerful tool in low-cost,
pre-clinical health monitoring. In this work we propose a new approach to remote …
pre-clinical health monitoring. In this work we propose a new approach to remote …
Self-supervised rgb-nir fusion video vision transformer framework for rppg estimation
Remote photoplethysmography (rPPG) is a technology that can estimate noncontact heart
rate (HR) using facial videos. Estimating rPPG signals requires low cost, and thus, it is …
rate (HR) using facial videos. Estimating rPPG signals requires low cost, and thus, it is …
Contrast-phys: Unsupervised video-based remote physiological measurement via spatiotemporal contrast
Video-based remote physiological measurement utilizes face videos to measure the blood
volume change signal, which is also called remote photoplethysmography (rPPG) …
volume change signal, which is also called remote photoplethysmography (rPPG) …
Remote heart rate measurement from highly compressed facial videos: an end-to-end deep learning solution with video enhancement
Remote photoplethysmography (rPPG), which aims at measuring heart activities without any
contact, has great potential in many applications (eg, remote healthcare). Existing rPPG …
contact, has great potential in many applications (eg, remote healthcare). Existing rPPG …
Facial video-based remote physiological measurement via self-supervised learning
Facial video-based remote physiological measurement aims to estimate remote
photoplethysmography (rPPG) signals from human facial videos and then measure multiple …
photoplethysmography (rPPG) signals from human facial videos and then measure multiple …