Fusion-Vital: Video-RF Fusion Transformer for Advanced Remote Physiological Measurement

JH Choi, KB Kang, KT Kim - Proceedings of the AAAI Conference on …, 2024 - ojs.aaai.org
Remote physiology, which involves monitoring vital signs without the need for physical
contact, has great potential for various applications. Current remote physiology methods rely …

DeepVS: A deep learning approach for RF-based vital signs sensing

Z Xie, H Wang, S Han, E Schoenfeld, F Ye - Proceedings of the 13th …, 2022 - dl.acm.org
Vital signs (eg, heart and respiratory rate) are indicative for health status assessment. Efforts
have been made to extract vital signs using radio frequency (RF) techniques (eg, Wi-Fi …

An end-to-end efficient framework for remote physiological signal sensing

C Hu, KY Zhang, T Yao, S Ding, J Li… - Proceedings of the …, 2021 - openaccess.thecvf.com
Remote photoplethysmography (rPPG) is utilized to estimate the heart activities from videos,
which has drawn great interest from both researchers and companies recently. Many …

Dual-gan: Joint bvp and noise modeling for remote physiological measurement

H Lu, H Han, SK Zhou - … of the IEEE/CVF conference on …, 2021 - openaccess.thecvf.com
Remote photoplethysmography (rPPG) based physiological measurement has great
application values in health monitoring, emotion analysis, etc. Existing methods mainly focus …

Video-based remote physiological measurement via cross-verified feature disentangling

X Niu, Z Yu, H Han, X Li, S Shan, G Zhao - Computer Vision–ECCV 2020 …, 2020 - Springer
Remote physiological measurements, eg, remote photoplethysmography (rPPG) based
heart rate (HR), heart rate variability (HRV) and respiration frequency (RF) measuring, are …

MoVi-Fi: Motion-robust vital signs waveform recovery via deep interpreted RF sensing

Z Chen, T Zheng, C Cai, J Luo - Proceedings of the 27th annual …, 2021 - dl.acm.org
Vital signs are crucial indicators for human health, and researchers are studying contact-free
alternatives to existing wearable vital signs sensors. Unfortunately, most of these designs …

RF vital sign sensing under free body movement

J Gong, X Zhang, K Lin, J Ren, Y Zhang… - Proceedings of the ACM …, 2021 - dl.acm.org
Radio frequency (RF) sensors such as radar are instrumental for continuous, contactless
sensing of vital signs, especially heart rate (HR) and respiration rate (RR). However …

GJFusion: A channel-level correlation construction method for multimodal physiological signal fusion

W Huang, Y Chen, X Jiang, T Zhang… - ACM Transactions on …, 2023 - dl.acm.org
Physiological signal based ubiquitous computing has garnered significant attention.
However, the heterogeneity among multimodal physiological signals poses a critical …

The benefit of distraction: Denoising remote vitals measurements using inverse attention

E Nowara, D McDuff, A Veeraraghavan - arXiv preprint arXiv:2010.07770, 2020 - arxiv.org
Attention is a powerful concept in computer vision. End-to-end networks that learn to focus
selectively on regions of an image or video often perform strongly. However, other image …

Physformer: Facial video-based physiological measurement with temporal difference transformer

Z Yu, Y Shen, J Shi, H Zhao… - Proceedings of the …, 2022 - openaccess.thecvf.com
Remote photoplethysmography (rPPG), which aims at measuring heart activities and
physiological signals from facial video without any contact, has great potential in many …