BodyMAP -- Jointly Predicting Body Mesh and 3D Applied Pressure Map for People in Bed

arXiv:2404.03183v1 Announce Type: new
Abstract: Accurately predicting the 3D human posture and the pressure exerted on the body for people resting in bed, visualized as a body mesh (3D pose & shape) with a 3D pressure map, holds significant promise for healthcare applications, particularly, in the prevention of pressure ulcers. Current methods focus on singular facets of the problem -- predicting only 2D/3D poses, generating 2D pressure images, predicting pressure only for certain body regions instead of the full body, …

abstract applications arxiv cs.cv healthcare human map mesh people posture type