Mohammad Abu Alsheikh

Through-Wall Human Pose Estimation Using Radio Signals

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…