3 papers
cs.CV2024
U-FaceBP: Uncertainty-aware Bayesian Ensemble Deep Learning for Face Video-based Blood Pressure Estimation
Yusuke Akamatsu, Akinori F. Ebihara, Terumi Umematsu
Blood pressure (BP) measurement is crucial for daily health assessment. Remote photoplethysmography (rPPG), which extracts pulse waves from face videos captured by a camera, has th…
cs.CV2024
ComFace: Facial Representation Learning with Synthetic Data for Comparing Faces
Yusuke Akamatsu, Terumi Umematsu, Hitoshi Imaoka +2
Daily monitoring of intra-personal facial changes associated with health and emotional conditions has great potential to be useful for medical, healthcare, and emotion recognition…
eess.IV2023
CalibrationPhys: Self-supervised Video-based Heart and Respiratory Rate Measurements by Calibrating Between Multiple Cameras
Yusuke Akamatsu, Terumi Umematsu, Hitoshi Imaoka
Video-based heart and respiratory rate measurements using facial videos are more useful and user-friendly than traditional contact-based sensors. However, most of the current deep…