Advancing Non-Contact Vital Sign Measurement using Synthetic Avatars

Advancing Non-Contact Vital Sign Measurement using Synthetic Avatars

24 October 2020

Daniel J. McDuff

Javier Hernández

T. Baltrušaitis

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Papers citing "Advancing Non-Contact Vital Sign Measurement using Synthetic Avatars"

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Title
egoPPG: Heart Rate Estimation from Eye-Tracking Cameras in Egocentric Systems to Benefit Downstream Vision Tasks Björn Braun Rayan Armani Manuel Meier Max Moebus Christian Holz EgoV 67 2 0 28 Feb 2025
Camera-Based Remote Physiology Sensing for Hundreds of Subjects Across Skin Tones Jiankai Tang Xinyi Li Jiacheng Liu Xiyuxing Zhang Zeyu Wang Yuntao wang 112 7 0 07 Apr 2024
PhySU-Net: Long Temporal Context Transformer for rPPG with Self-Supervised Pre-training M. Savic Guoying Zhao ViT 77 5 0 19 Feb 2024
Dual-path TokenLearner for Remote Photoplethysmography-based Physiological Measurement with Facial Videos Wei Qian Dan Guo Kun Li Xilan Tian Meng Wang 53 12 0 15 Aug 2023
Synthetic Data in Healthcare Daniel J. McDuff Theodore R. Curran A. Kadambi MedIm SyDa 87 19 0 06 Apr 2023
rPPG-Toolbox: Deep Remote PPG Toolbox Xin Liu Girish Narayanswamy Akshay Paruchuri Xiaoyu Zhang Jiankai Tang Yuzhe Zhang Soumyadip Sengupta Shwetak N. Patel Yuntao wang Daniel J. McDuff 101 61 0 03 Oct 2022
SCAMPS: Synthetics for Camera Measurement of Physiological Signals Daniel J. McDuff Miah Wander Xin Liu B. Hill Javier Hernández Jonathan Lester T. Baltrušaitis 106 40 0 08 Jun 2022
MobilePhys: Personalized Mobile Camera-Based Contactless Physiological Sensing Xin Liu Yuntao wang S. Xie Xiaoyu Zhang Zixian Ma Daniel J. McDuff Shwetak N. Patel 68 12 0 11 Jan 2022
Camera Measurement of Physiological Vital Signs Daniel J. McDuff 82 124 0 22 Nov 2021
RGB Camera-based Physiological Sensing: Challenges and Future Directions Xin Liu Shwetak N. Patel Daniel J. McDuff 66 7 0 26 Oct 2021
Synthetic Data for Multi-Parameter Camera-Based Physiological Sensing Daniel J. McDuff Xin Liu Javier Hernández Erroll Wood T. Baltrušaitis 87 15 0 10 Oct 2021
EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Vitals Measurement Xin Liu B. Hill Ziheng Jiang Shwetak N. Patel Daniel J. McDuff 3DH MedIm 88 82 0 09 Oct 2021
Learning Higher-Order Dynamics in Video-Based Cardiac Measurement B. Hill Xin Liu Daniel J. McDuff 54 4 0 07 Oct 2021
Overcoming Difficulty in Obtaining Dark-skinned Subjects for Remote-PPG by Synthetic Augmentation Yunhao Ba Zhen Wang Kerim Doruk Karinca Oyku Deniz Bozkurt A. Kadambi 87 10 0 10 Jun 2021
Algorithmic Principles of Camera-based Respiratory Motion Extraction Wenjin Wang A. C. Brinker 37 39 0 16 May 2021