The author proposes a method to integrate semantic features from 3D semantic segmentation into LiDAR-only 3D object detection, aiming to improve performance and accuracy in autonomous driving systems.
LiDAR-based 3D object detection benefits from semantic features obtained through 3D semantic segmentation, improving performance for cars.