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Challenges and prospects of visual contactless physiological monitoring in clinical study
The monitoring of physiological parameters is a crucial topic in promoting human health and
an indispensable approach for assessing physiological status and diagnosing diseases …
an indispensable approach for assessing physiological status and diagnosing diseases …
Incorporating physics into data-driven computer vision
Many computer vision techniques infer properties of our physical world from images.
Although images are formed through the physics of light and mechanics, computer vision …
Although images are formed through the physics of light and mechanics, computer vision …
Non-contrastive unsupervised learning of physiological signals from video
Subtle periodic signals such as blood volume pulse and respiration can be extracted from
RGB video, enabling noncontact health monitoring at low cost. Advancements in remote …
RGB video, enabling noncontact health monitoring at low cost. Advancements in remote …
rppg-toolbox: Deep remote ppg toolbox
Camera-based physiological measurement is a fast growing field of computer vision.
Remote photoplethysmography (rPPG) utilizes imaging devices (eg, cameras) to measure …
Remote photoplethysmography (rPPG) utilizes imaging devices (eg, cameras) to measure …
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) …
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 …
Tranphys: Spatiotemporal masked transformer steered remote photoplethysmography estimation
Subtle variations are invisible to the naked eyes in human physiological signals can reflect
important biological and health indicators. Although numerous computer vision methods …
important biological and health indicators. Although numerous computer vision methods …
Synthetic data in healthcare
Synthetic data are becoming a critical tool for building artificially intelligent systems.
Simulators provide a way of generating data systematically and at scale. These data can …
Simulators provide a way of generating data systematically and at scale. These data can …
Enhancing diffusion models with 3d perspective geometry constraints
While perspective is a well-studied topic in art, it is generally taken for granted in images.
However, for the recent wave of high-quality image synthesis methods such as latent …
However, for the recent wave of high-quality image synthesis methods such as latent …
Dual-path tokenlearner for remote photoplethysmography-based physiological measurement with facial videos
Remote photoplethysmography (rPPG)-based physiological measurement is an emerging
yet crucial vision task, whose challenge lies in exploring accurate rPPG prediction from …
yet crucial vision task, whose challenge lies in exploring accurate rPPG prediction from …