In-Bed Pose and Posture Tracking System

Systems and methods are provided for in-bed pose and posture determination and tracking for a human subject including an imaging device, the imaging device positioned proximate to a bed and oriented to capture images of the subject lying in the bed, and a processing unit operative to receive the captured images, the captured images including a plurality of image frames, the processing unit including a pose estimation module trained with a dataset of lying poses and operative to estimate poses of the subject lying in the bed based the image frames, and a posture classification module trained with the dataset of lying poses and operative to classify positions of the subject lying in the bed based on the image frames, the processing unit operative to determine a pose and posture of the subject lying in the bed.