Extraction of local structure information of point clouds through space-filling curve for semantic segmentation

The point cloud semantic segmentation network based on point-wise multi-layer perceptron (MLP) has gained extensive applications because of its end-to-end advantages. However, there exist two major limitations for this type of network: (1) In a neighborhood ball, the relative features between the ce...

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Bibliographic Details
Main Authors: Xueyong Xiang, Li Wang, Wenpeng Zong, Guangyun Li
Format: Article
Language:English
Published: Elsevier 2022-11-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1569843222002151