Self-supervised learning of LiDAR odometry based on spherical projection

Recently, the learning-based LiDAR odometry has obtained robust estimation results in the field of mobile robot localization, but most of them are constructed based on the idea of supervised learning. In the network training stage, these supervised learning-based methods rely heavily on real pose la...

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Bibliographic Details
Main Authors: Xu Fu, Cong Liu, Chengjin Zhang, Zihao Sun, Yong Song, Qingyang Xu, Xianfeng Yuan
Format: Article
Language:English
Published: SAGE Publishing 2022-02-01
Series:International Journal of Advanced Robotic Systems
Online Access:https://doi.org/10.1177/17298806221078669