Point‑Voxel Consistency Constraint Network for LiDAR Point Cloud Classification Under Urban Scenes

Huchen Li; Haiyan Guan; Xiangda Lei; Nannan Qin; Huan Ni

doi:10.3788/CJL231411

Chinese Journal of Lasers, Volume. 51, Issue 13, 1310003(2024)

Point‑Voxel Consistency Constraint Network for LiDAR Point Cloud Classification Under Urban Scenes

Huchen Li, Haiyan Guan^*, Xiangda Lei, Nannan Qin, and Huan Ni

School of Remote Sensing & Geomatics Engineering, Nanjing University of Information Science & Technology, Nanjing 210044, Jiangsu , China

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Huchen Li, Haiyan Guan, Xiangda Lei, Nannan Qin, Huan Ni. Point‑Voxel Consistency Constraint Network for LiDAR Point Cloud Classification Under Urban Scenes[J]. Chinese Journal of Lasers, 2024, 51(13): 1310003

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Paper Information

Category: remote sensing and sensor

Received: Nov. 16, 2023

Accepted: Jan. 4, 2024

Published Online: Jul. 2, 2024

The Author Email: Haiyan Guan (guanhy.nj@nuist.edu.cn)

DOI:10.3788/CJL231411

CSTR:32183.14.CJL231411

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology