Ship Classification Method for Point Cloud Images Based on Three-Dimensional Convolutional Neural Network

Yongmei Ren; Jie Yang; Zhiqiang Guo; Yilei Chen

doi:10.3788/LOP57.161022

Laser & Optoelectronics Progress, Volume. 57, Issue 16, 161022(2020)

Ship Classification Method for Point Cloud Images Based on Three-Dimensional Convolutional Neural Network

Yongmei Ren^1,2, Jie Yang^1、*, Zhiqiang Guo¹, and Yilei Chen³

¹Hubei Key Laboratory of Broadband Wireless Communication and Sensor Networks, School of Information Engineering, Wuhan University of Technology, Wuhan, Hubei 430070, China

²School of Electrical and Information Engineering, Hunan Institute of Technology, Hengyang, Hunan 421002, China

³School of Artificial Intelligence, Xidian University, Xi'an, Shaanxi 710071, China

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Yongmei Ren, Jie Yang, Zhiqiang Guo, Yilei Chen. Ship Classification Method for Point Cloud Images Based on Three-Dimensional Convolutional Neural Network[J]. Laser & Optoelectronics Progress, 2020, 57(16): 161022

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Paper Information

Category: Image Processing

Received: Dec. 10, 2019

Accepted: Jan. 16, 2020

Published Online: Aug. 5, 2020

The Author Email: Yang Jie (jieyang@whut.edu.cn)

DOI:10.3788/LOP57.161022

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology