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RF-based Pose Estimation

2 papers with code · Computer Vision
Subtask of 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 )

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Greatest papers with code

Co-occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Aggregation

17 Apr 2018huguyuehuhu/HCN-pytorch

Skeleton-based human action recognition has recently drawn increasing attentions with the availability of large-scale skeleton datasets.

RF-BASED POSE ESTIMATION SKELETON BASED ACTION RECOGNITION

Can WiFi Estimate Person Pose?

30 Mar 2019geekfeiw/WiSPPN

In this paper We try to answer this question by exploring the ability of WiFi on estimating single person pose.

3D HUMAN POSE ESTIMATION RF-BASED POSE ESTIMATION