4D computer vision using egocentric visual sensors on head-mounted devices (such as Aria glasses) is gaining momentum. While substantial progress has been made in recent years, various open challenges remain in the field, including robust 3D human and hand pose estimation from egocentric cameras, optimal egocentric camera placement, real-time processing, and fulfilling ergonomic and power