LiDAR-based Panoptic Segmentation via Dynamic Shifting Network

Understand

With the rapid advances of autonomous driving, it becomes critical to equip its sensing system with more holistic 3D perception.

• However, existing works focus on parsing either the objects (e.g.
• cars and pedestrians) or scenes (e.g.
• trees and buildings) from the LiDAR sensor.