首页|海洋舰船目标红外检测技术研究

海洋舰船目标红外检测技术研究

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舰船作为海上交通的核心以及海洋战争中重要的军事目标,其检测和识别在民用及军事领域都具有极其深远的现实意义,但复杂的海洋环境使得舰船目标检测存在诸多困难。红外成像及目标检测在复杂海况下有着优良的适用性,针对当下舰船目标检测需求,概述了舰船目标红外检测技术发展的现状,分析了红外图像预处理方法与基于深度学习的舰船目标检测算法,对比了主流方法的优缺点,最后对研究现状与技术改进做了系统性的归纳梳理,并对其未来发展趋势进行了展望。
Research on infrared detection technology of Marine ship targets
As the core of maritime transportation and an important military target in maritime warfare,the detec-tion and recognition of ships have extremely profound practical significance in both civilian and military fields.Howev-er,the complex marine environment makes ship target detection difficult.Infrared imaging and target detection have excellent applicability in complex sea conditions.In response to the current demand for ship target detection,this pa-per summarizes the current development status of ship target infrared detection technology,analyzes infrared image pre-processing methods and ship target detection algorithms based on deep learning,compares the advantages and disad-vantages of mainstream methods,and finally systematically summarizes and sorts out the research status and technologi-cal improvements,And prospects for its future development trends were presented.

infrared image preprocessingnon-uniformity correctionneural networkship target detectiondeep learning

贾春荣、杨帆、高建鑫、沈萌萌、卓越、邸志刚

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华北理工大学电气工程学院,河北唐山 063210

红外图像预处理 非均匀性校正 神经网络 舰船目标检测 深度学习

河北省教育厅科学技术研究项目华北理工大学培育基金

ZD2021332SP201502

2024

激光杂志
重庆市光学机械研究所

激光杂志

CSTPCD北大核心
影响因子:0.74
ISSN:0253-2743
年,卷(期):2024.45(6)
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