3D Point Cloud Object Detection Algorithm Based on Temporal Information Fusion and Uncertainty Estimation

In autonomous driving, LiDAR (light detection and ranging) data are acquired over time. Most existing 3D object detection algorithms propose the object bounding box by processing each frame of data independently, which ignores the temporal sequence information. However, the temporal sequence informa...

Full description

Bibliographic Details
Main Authors: Guangda Xie, Yang Li, Yanping Wang, Ziyi Li, Hongquan Qu
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Remote Sensing
Subjects:
Online Access:https://www.mdpi.com/2072-4292/15/12/2986