Multi-scale feature learning for 3D semantic mapping of agricultural fields using UAV point clouds

Accurate spatial distribution information of field features is critical for enabling autonomous agricultural machinery navigation. However, current perception systems exhibit limited segmentation performance in complex farm environments due to illumination variations and mutual occlusion among vario...

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Bibliographic Details
Main Authors: Hao Wang, Yongchao Shan, Liping Chen, Mengnan Liu, Lin Wang, Zhijun Meng
Format: Article
Language:English
Published: Elsevier 2025-07-01
Series:International Journal of Applied Earth Observations and Geoinformation
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Online Access:http://www.sciencedirect.com/science/article/pii/S1569843225002730
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