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RF-based Pose Estimation

Detect human actions through walls and occlusions, and in poor lighting conditions. Taking radio frequency (RF) signals as input (e.g. Wifi), generating 3D human skeletons as an intermediate representation, and recognizing actions and interactions.

See e.g. RF-Pose from MIT for a good illustration of the approach http://rfpose.csail.mit.edu/

( Image credit: Making the Invisible Visible )

Papers

Showing 110 of 16 papers

TitleStatusHype
MDPose: Human Skeletal Motion Reconstruction Using WiFi Micro-Doppler Signatures0
Making the Invisible Visible: Action Recognition Through Walls and Occlusions0
Milli-RIO: Ego-Motion Estimation with Millimetre-Wave Radar and Inertial Measurement Unit Sensor0
Real Time 3D Indoor Human Image Capturing Based on FMCW Radar0
A Survey on CSI-Based Human Behavior Recognition in Through-the-Wall Scenario0
Through-Wall Object Recognition and Pose Estimation0
Segmented convolutional gated recurrent neural networks for human activity recognition in ultra-wideband radar0
Enabling Noninvasive Physical Assault Monitoring in Smart School with Commercial Wi-Fi Devices0
Person-in-WiFi: Fine-grained Person Perception using WiFiCode0
Can WiFi Estimate Person Pose?Code0
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