Through-Wall Human Mesh Recovery Using Radio Signals

This paper presents RF-Avatar, a neural network model that can estimate 3D meshes of the human body in the presence of occlusions, baggy clothes, and bad lighting conditions. We leverage that radio frequency (RF) signals in the WiFi range traverse clothes and occlusions and bounce off the human body...

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Bibliographic Details
Main Authors: Zhao, Mingmin, Liu, Yingcheng, Raghu, Aniruddh, Zhao, Hang, Li, Tianhong, Torralba, Antonio, Katabi, Dina
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers (IEEE) 2021
Online Access:https://hdl.handle.net/1721.1/129671