Researching | Wide-area ship target recognition method based on motion and appearance features

Chinese Journal of Ship Research, Volume. 17, Issue 1, 227(2022)

Wide-area ship target recognition method based on motion and appearance features

Ronghui YAN¹, Haicheng XIE², Minheng HUA², and Jianfeng YANG²

Author Affiliations

¹Wenzheng College, Soochow University, Suzhou 215104, China

²School of Electronic and Information Engineering, Soochow University, Suzhou 215006, China

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Table 1. Effect comparison of ship target recognition by original and improved algorithms

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Table 1. Effect comparison of ship target recognition by original and improved algorithms

方法	识别准确率/%	识别召回率/%	最远识别距离/km	能否识别类型
背景差分算法	<0.01	97.8	3	否
YOLO检测算法	95.1	54.7	0.2	能
基于水纹滤波和多级检测的背景差分目标识别	68.4	98.4	3	否
基于窗口分割的YOLO目标识别	97.2	68.5	0.4	能
基于改进窗口分割和YOLO目标识别	97.2	98.4	3	能

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Ronghui YAN, Haicheng XIE, Minheng HUA, Jianfeng YANG. Wide-area ship target recognition method based on motion and appearance features[J]. Chinese Journal of Ship Research, 2022, 17(1): 227

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Paper Information

Category: Weapon, Electronic and Information System

Received: Mar. 18, 2021

Accepted: --

Published Online: Mar. 24, 2025

The Author Email:

DOI:10.19693/j.issn.1673-3185.02320

Topics

laser devices and laser physics

Lasers and Laser Optics

laser manufacturing

Instrumentation, Measurement and Metrology