LiDARsim: Realistic LiDAR Simulation by Leveraging the Real World

June 2020

tl;dr: Generate a map, then place bank of cars on it to create synthetic scenes.

Overall impression

Lidar sim is similar to surfel GAN in generating synthetic dataset with real data collection.

It can allow closed-loop evaluation of the whole AD stack.

Key ideas

Technical details