Toward Motion Robustness: A masked attention regularization framework in remote photoplethysmography

• Published in: arXiv.org
• Main Authors: Zhao, Pengfei, Sun, Qigong, Tian, Xiaolin, Yang, Yige, Tao, Shuo, Cheng, Jie, Chen, Jiantong
• Format: Paper
• Language: English
• Published: Ithaca Cornell University Library, arXiv.org 09.07.2024
• Subjects: Datasets; Heart rate; Localization; Performance degradation; Regularization; Robustness; Spatiotemporal data; Visual discrimination; Visual fields

There has been growing interest in facial video-based remote photoplethysmography (rPPG) measurement recently, with a focus on assessing various vital signs such as heart rate and heart rate variability. Despite previous efforts on static datasets, their approaches have been hindered by inaccurate r...