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Infrared small target tracking based on target and interference behaviors model

机译:基于目标和干扰行为模型的红外小目标跟踪

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摘要

A new infrared small target tracking method is proposed to track small target with existence of interference. First, interference occurrence decision algorithm is presented to decide whether the tracking method is interfered by multi-targets or infrared decoys. Second, target and interference behaviors are modeled using random finite sets (RFS). Then behaviors model based target and interference tracking method is formulated using maximum a posteriori probability which is propagated through Gaussian mixture probability hypothesis density filter (GMPHD filter). Experimental results show that the proposed tracking method can track small target and interference accurately and efficiently.
机译:提出了一种新的红外小目标跟踪方法,对存在干扰的小目标进行跟踪。首先,提出了干扰发生决策算法,以判断跟踪方法是否受到多目标或红外诱饵的干扰。其次,使用随机有限集(RFS)对目标和干扰行为进行建模。然后,利用通过高斯混合概率假设密度滤波器(GMPHD滤波器)传播的最大后验概率,制定基于行为模型的目标和干扰跟踪方法。实验结果表明,该跟踪方法能够准确有效地跟踪小目标和干扰。

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