Through-Wall Human Pose Estimation Using Radio Signals

• Published in: 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition pp. 7356 - 7365
• Main Authors: Zhao, Mingmin, Li, Tianhong, Alsheikh, Mohammad Abu, Tian, Yonglong, Zhao, Hang, Torralba, Antonio, Katabi, Dina
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.06.2018
• Subjects: Heating systems; Pose estimation; Radio frequency; RF signals; Visualization; Wireless communication; Wireless sensor networks

This paper demonstrates accurate human pose estimation through walls and occlusions. We leverage the fact that wireless signals in the WiFi frequencies traverse walls and reflect off the human body. We introduce a deep neural network approach that parses such radio signals to estimate 2D poses. Sinc...