Multimodal Breathing Rate Estimation Using Facial Motion and RPPG From RGB Camera

• Published in: Proceedings of the ... IEEE International Conference on Acoustics, Speech and Signal Processing (1998) pp. 2046 - 2050
• Main Authors: Gwak, Migyeong, Vatanparvar, Korosh, Zhu, Li, Rashid, Nafiul, Ahmed, Mohsin, Bae, Jungmok, Kuang, Jilong, Gao, Alex
• Format: Conference Proceeding
• Language: English
• Published: IEEE 14.04.2024
• Subjects: breathing motion tracking; Breathing rate; camera; Cameras; Estimation; Faces; Monitoring; multimodal; remote PPG; Tracking; Wearable devices

Camera-based respiratory monitoring is contactless, non-invasive, unobtrusive, and easily accessible compared to conventional wearable devices. This paper presents a novel multimodal approach to estimating breathing rate based on tracking the movement and color changes of the face through an RGB cam...