NeiEA-NET: Semantic segmentation of large-scale point cloud scene via neighbor enhancement and aggregation

3D point cloud semantic segmentation is crucial for 3D environment perception and scene understanding, where learning of local context in point clouds is a crucial challenge. Existing approaches typically explore local context based on the predefined neighbors of point clouds. However, the widely us...

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Bibliographic Details
Main Authors: Yongyang Xu, Wei Tang, Ziyin Zeng, Weichao Wu, Jie Wan, Han Guo, Zhong Xie
Format: Article
Language:English
Published: Elsevier 2023-05-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1569843223001073