DE-Net: A Dual-Encoder Network for Local and Long-Distance Context Information Extraction in Semantic Segmentation of Large-Scale Scene Point Clouds

Semantic segmentation of large-scale point clouds is essential for applications such as autonomous driving and high-definition mapping. However, this task remains challenging due to the imbalanced distribution of categories in large-scale point cloud data and the similarity in local geometric struct...

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Bibliographic Details

Published in:	IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Main Authors:	Zhipeng He, Jing Liu, Shuai Yang
Format:	Article
Language:	English
Published:	IEEE 2024-01-01
Subjects:	Deep learning dual-encoder semantic segmentation 3-D point cloud
Online Access:	https://ieeexplore.ieee.org/document/10652235/