EIDU-Net: edge-preserved inception DenseGCN U-Net for LiDAR point cloud segmentation

Abstract With the development of laser scanners and machine learning, point cloud semantic segmentation plays a significant role in autonomous driving, scene reconstruction, human-computer interaction, and other fields. In recent years, point cloud semantic segmentation based on deep learning has be...

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Bibliographic Details
Main Authors: Xueli Xu, Jingyu Wang, Qiuquan Zhu, Ping Zhou, Guohua Geng, Kang Li, Linzhi Su, Xin Cao
Format: Article
Language:English
Published: Nature Portfolio 2024-10-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-74690-0