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| 岛岸背景下的红外运动多目标跟踪 | |
| 引用本文： | 刘恩凡,杨久成,石文君,徐国强.岛岸背景下的红外运动多目标跟踪[J].红外,2011,32(10):30-34. |
| 作者姓名： | 刘恩凡 杨久成 石文君 徐国强 |
| 作者单位： | 1. 空装军通部,北京,100843 2. 济空装备部军通处,山东济南,250002 3. 空军第一航空学院航空导弹教研室,河南信阳,464000 |
| 摘 要： | 提出了一种基于粒子滤波和FCM的岛岸背景条件下红外运动多目标跟踪方法.通过对红外序列图像进行中值滤波、边缘提取、海天线检测和形态滤波等预处理,提取出若干个候选目标.然后利用基于粒子滤波和FCM的算法实现对候选目标的数据关联和连续跟踪.实验结果表明,该方法具有良好的可行性和效果. |
| 关 键 词： | 多目标跟踪 粒子滤波 FCM |
| 收稿时间： | 2011/8/17 0:00:00 |
| 修稿时间： | 2011/8/18 0:00:00 |
Tracking of Multiple Moving Infrared Targets against Island and Shore Background |
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| Liu En-fan,Yang Jiu-cheng,Shi Wen-jun and Xu Guo-qiang.Tracking of Multiple Moving Infrared Targets against Island and Shore Background[J].Infrared,2011,32(10):30-34. | |
| Authors: | Liu En-fan Yang Jiu-cheng Shi Wen-jun and Xu Guo-qiang |
| Affiliation: | Military Communication Department of Air Force Equipment Department,Military Communication Office of Air Force Equipment Department in Jinan Region,Aeronautic Missile Department of the First Aeronautic Institute of Air Force,Aeronautic Missile Department of the First Aeronautic Institute of Air Force |
| Abstract: | A method for tracking multiple moving infrared targets against island and shore background is proposed. The method is based on a particle filter and a FCM algorithm. It firstly extracts several target candidates through the preprocessing including median filtering, edge extraction, sea-sky line detection and morphological filtering of infrared sequence images. Then, it implements the data association and continuous tracking on the target candidates by using the particle filter and the FCM algorithm. The experimental result shows that this method is feasible and effective. |
| Keywords: | multi-target tracking particle filter FCM |
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