Jonathan F. Carter

SleepVST: Sleep Staging from Near-Infrared Video Signals using Pre-Trained Transformers

Advances in camera-based physiological monitoring have enabled the robust non-contact measurement of respiration and the cardiac pulse which are known to be indicative of the sleep stage. This has led to research into camera-based sleep monitoring as a promising alternative to "gold-standard" polyso…