Researching | Point cloud segmentation of flange laser scanning for ship shafting intelligent installation

Chinese Journal of Ship Research, Volume. 18, Issue 6, 268(2023)

Point cloud segmentation of flange laser scanning for ship shafting intelligent installation

Pan CHEN^1,2,3, Baoyou SHANG^1,2,3, Tianyun LI^1,2,3, Weijia LI^1,2,3, and Xiang ZHU^1,2,3

Author Affiliations

¹School of Naval Architecture and Ocean Engineering, Huazhong University of Science and Technology, Wuhan 430074, China

²Collaborative Innovation Center for Advanced Ship and Deep-Sea Exploration, Shanghai 200240, China

³Hubei Key Laboratory of Naval Architecture & Ocean Engineering Hydrodynamics, Wuhan 430074, China

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Table 1. Network hyperparameter definition
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Table 1. Network hyperparameter definition
超参数默认值
最大训练轮数 200
学习率 0.001
随机采样总数 10 240
分割类别数 5

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Pan CHEN, Baoyou SHANG, Tianyun LI, Weijia LI, Xiang ZHU. Point cloud segmentation of flange laser scanning for ship shafting intelligent installation[J]. Chinese Journal of Ship Research, 2023, 18(6): 268

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Paper Information

Category: Marine Machinery, Electrical Equipment and Automation

Received: Sep. 29, 2022

Accepted: --

Published Online: Mar. 21, 2025

The Author Email:

DOI:10.19693/j.issn.1673-3185.03114

Topics

laser devices and laser physics

Lasers and Laser Optics

laser manufacturing

Instrumentation, Measurement and Metrology