Human Mesh Recovery Using Radio Signals

This thesis 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 bod...

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Bibliographic Details
Main Author: Liu, Yingcheng
Other Authors: Katabi, Dina
Format: Thesis
Published: Massachusetts Institute of Technology 2022
Online Access:https://hdl.handle.net/1721.1/139037