RF-based 3D skeletons 论文

2018引用 369
Indoor and Outdoor Localization TechnologiesHuman Pose and Action RecognitionHand Gesture Recognition Systems

摘要

This paper introduces RF-Pose3D, the first system that infers 3D human skeletons from RF signals. It requires no sensors on the body, and works with multiple people and across walls and occlusions. Further, it generates dynamic skeletons that follow the people as they move, walk or sit. As such, RF-Pose3D provides a significant leap in RF-based sensing and enables new applications in gaming, healthcare, and smart homes.