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An unsupervised semantic segmentation network for wood-leaf separation in 3D point clouds

Yijun Zhong Jiaohua Qin Shuai Liu Zhenyan Ma Exian Liu Hui Fan

Plant Phenomics2025，Vol.7Issue(2)：P.386-398,13.

Plant Phenomics2025，Vol.7Issue(2)：P.386-398,13.DOI:10.1016/j.plaphe.2025.100064

An unsupervised semantic segmentation network for wood-leaf separation in 3D point clouds

Yijun Zhong ¹Jiaohua Qin ¹Shuai Liu ¹Zhenyan Ma ²Exian Liu ¹Hui Fan¹

作者信息

1. Central South University of Forestry and Technology,Changsha,410004,China
2. Central South University of Forestry and Technology,Changsha,410004,China Hirosake University,Hirosaki,036-8561,Japan
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摘要

关键词

Point clouds/Wood-leaf separation/Semantic segmentation/Unsupervised learning/Deep learning

分类

农业科技

引用本文复制引用

Yijun Zhong,Jiaohua Qin,Shuai Liu,Zhenyan Ma,Exian Liu,Hui Fan..An unsupervised semantic segmentation network for wood-leaf separation in 3D point clouds[J].Plant Phenomics,2025,7(2):P.386-398,13.

基金项目

This work was supported by the Scientific Research Program of Hunan Provincial Department of Education(No.22B0258) （No.22B0258）

Natural Science Foundation of Hunan Province(No.2024JJ5649). （No.2024JJ5649）

Plant Phenomics

ISSN：2097-0374

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