LiDAR Odometry by Deep Learning-Based Feature Points with Two-Step Pose Estimation

An accurate ego-motion estimation solution is vital for autonomous vehicles. LiDAR is widely adopted in self-driving systems to obtain depth information directly and eliminate the influence of changing illumination in the environment. In LiDAR odometry, the lack of descriptions of feature points as...

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Bibliographic Details
Main Authors: Tianyi Liu, Yan Wang, Xiaoji Niu, Le Chang, Tisheng Zhang, Jingnan Liu
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Remote Sensing
Subjects:
Online Access:https://www.mdpi.com/2072-4292/14/12/2764