Hierarchical semantic segmentation of urban scene point clouds via group proposal and graph attention network

Although many notable improvements have been devoted to the semantic segmentation of laser scanning (LS) data, the extreme complexity of scanned scenes poses significant challenges in achieving the effective distribution of a category label per point. This study investigates the semantic segmentatio...

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Bibliographic Details
Main Authors: Tengping Jiang, Jian Sun, Shan Liu, Xu Zhang, Qi Wu, Yongjun Wang
Format: Article
Language:English
Published: Elsevier 2021-12-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S0303243421003330