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飞行器红外图像识别与跟踪算法研究
引用本文:王华荣,刘霞.飞行器红外图像识别与跟踪算法研究[J].激光与红外,2021,51(8):1097-1103.
作者姓名:王华荣  刘霞
作者单位:广东科技学院,广东 东莞 523083
基金项目:国家自然科学基金项目(No.31970454)资助。
摘    要:为解决红外成像制导导弹仿真中的图像快速识别与跟踪问题,提出了一种飞行器红外图像识别与跟踪算法。首先,将导引头的图像识别过程分为图像预处理、图像特征提取与选择以及图像识别三个部分,并分别建立了实时高效的算法模型。然后,研究了图像跟踪的有效算法,并以导引头获得的红外图像为例,对各算法的处理结果进行了仿真分析。最后,选取特定的红外场景,应用文中提出的识别跟踪算法模型对图像进行识别,并对仿真结果进行分析。

关 键 词:红外成像  图像识别  跟踪算法  特征提取  图像跟踪
修稿时间:2021/4/23 0:00:00

Study on recognition and tracking algorithmfor air vehicle infrared image
WANG Hua-rong,LIU Xia.Study on recognition and tracking algorithmfor air vehicle infrared image[J].Laser & Infrared,2021,51(8):1097-1103.
Authors:WANG Hua-rong  LIU Xia
Affiliation:Guangdong University of Science & Technology,Dongguan 523083,China
Abstract:To solve the simulation problems of infrared (IR) imaging guided missile in image fast identification and tracking algorithm,air vehicle image identification and tracking algorithm are proposed.Firstly,the image identification processes are divided into three parts:image preprocessing,image feature extraction and image identification,and real-time and efficient algorithms and models are established.Secondly,the efficient image tracking algorithms are proposed,and the images obtained by seeker are computed by the algorithms.Lastly,the recognition and tracking algorithms proposed in the paper are used to recognize the image in the specific IR scenes,and the simulation results are analyzed.
Keywords:
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