Researching | Detection and identification of ship's hull number for unmanned surface vehicle

Chinese Journal of Ship Research, Volume. 19, Issue 1, 46(2024)

Detection and identification of ship's hull number for unmanned surface vehicle

Renran ZHANG, Lei ZHANG, and Yumin SU

Author Affiliations

College of Shipbuilding Engineering, Harbin Engineering University, Harbin 150001, China

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Table 1. Effects comparison of hull number recognition by the original and improved algorithms
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Table 1. Effects comparison of hull number recognition by the original and improved algorithms
检测算法准确率召回率全类平均精度
原始YOLO 0.947 0.805 0.551
改进YOLO 0.983 0.949 0.693

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Renran ZHANG, Lei ZHANG, Yumin SU. Detection and identification of ship's hull number for unmanned surface vehicle[J]. Chinese Journal of Ship Research, 2024, 19(1): 46

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Paper Information

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Received: Oct. 1, 2022

Accepted: --

Published Online: Mar. 18, 2025

The Author Email:

DOI:10.19693/j.issn.1673-3185.03124

Topics

laser devices and laser physics

Lasers and Laser Optics

laser manufacturing

Instrumentation, Measurement and Metrology