| 基于FCM与PMHT的红外目标跟踪与检测算法研究 |
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| 引用本文： | 程恭,刘皞,程永茂.基于FCM与PMHT的红外目标跟踪与检测算法研究[J].舰船电子工程,2011,31(10):35-38. |
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| 作者姓名： | 程恭 刘皞 程永茂 |
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| 作者单位： | 1. 海军装备部,北京,100080
2. 海军航空工程学院研究生3队,烟台,264001 |
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| 摘 要： | 为了对复杂海天背景下红外弱小目标实现稳定、有效的跟踪,文中在参考和改进传统PMHT跟踪算法的基础上,提出了基于FCM和改进PMHT算法的红外弱小多目标跟踪算法。与传统PMHT跟踪算法不同之处在于：这里结合红外弱小目标的位置、灰度、像素面积、航迹等特征参数,在PMHT算法中融入基于特征参数的模糊聚类思想,即在PM-HT算法中,通过模糊聚类来调整系统噪声方差,经过不断修正系统运动模型,从而在整体上完成了对于数据关联的寻优以及对于运动目标模型的在线辨识。
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| 关 键 词： | FCM PMHT 红外目标跟踪 |
Research on Detecting and Tracking IR Target Algorithm Based on FCM and Improved PMHT |
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| Cheng Gong Liu Hao Cheng Yongmao,Beijing ,Yantai.Research on Detecting and Tracking IR Target Algorithm Based on FCM and Improved PMHT[J].Ship Electronic Engineering,2011,31(10):35-38. |
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| Authors: | Cheng Gong Liu Hao Cheng Yongmao Beijing Yantai |
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| Institution: | Cheng Gong1) Liu Hao2) Cheng Yongmao2)(Naval Equipment Department1),Beijing 100080)(Team 3 of Graduate Student,Naval Aeronautical and Astronatical University2),Yantai 264001) |
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| Abstract: | For stably and efficiently tracking small-weak IR targets on the background of complex sea-sky scenes,this paper designed an algorithm basing on the FCM and an improved PMHT.The difference from traditional PMHT is that: this method was integrated with target position,grayscale,area in pixel and path,as well as a feature parameter FCM. |
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| Keywords: | FCM PMHT IR target track |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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