Semantic Segmentation on Radar Point Clouds

May 2019

tl;dr: Use PointNet++ to perform semantic segmentation of radar point cloud.

Overall impression

The radar point cloud are very sparse, and is usually 2D, lacking the elevation information. However it has one extra important dimension – Doppler.

Key ideas

Technical details