Research on Single Tree Segmentation in Airborne LiDAR Point Cloud Based on Gaussian Mixture Optimization

Zhang Kunxiang; Xia Yonghua; Hou Yunhua; Shi Shengchun; Yan Min; Shen Changbiao; Li Xue

doi:10.14128/j.cnki.al.20254501.153

APPLIED LASER, Volume. 45, Issue 1, 153(2025)

Research on Single Tree Segmentation in Airborne LiDAR Point Cloud Based on Gaussian Mixture Optimization

Zhang Kunxiang¹, Xia Yonghua^2、*, Hou Yunhua², Shi Shengchun², Yan Min¹, Shen Changbiao¹, and Li Xue¹

¹School of Geosciences and Surveying Engineering, Kunming University of Science and Technology, Kunming 650093, Yunnan, China

²College of Urban, Kunming University of Science and Technology, Kunming 650051, Yunnan, China

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Zhang Kunxiang, Xia Yonghua, Hou Yunhua, Shi Shengchun, Yan Min, Shen Changbiao, Li Xue. Research on Single Tree Segmentation in Airborne LiDAR Point Cloud Based on Gaussian Mixture Optimization[J]. APPLIED LASER, 2025, 45(1): 153

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Paper Information

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Received: May. 4, 2023

Accepted: Apr. 17, 2025

Published Online: Apr. 17, 2025

The Author Email: Xia Yonghua (617073761@qq.com)

DOI:10.14128/j.cnki.al.20254501.153

Topics

laser devices and laser physics

Lasers and Laser Optics

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laser manufacturing

Instrumentation, Measurement and Metrology