一种新的点运动目标轨迹识别方法

Hong Zheng, Qiangqiang Sui, W. Wasfy, Lei Chen
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摘要

本文旨在提出一种新的点运动目标轨迹识别方法,以改进现有的基于当前点目标位置域的搜索策略不能充分利用整个轨迹信息。利用最小二乘轨迹预测的PRI搜索,建立了基于概率统计的轨迹拟合模型。该方法以预测位置为最高优先级,以预测运动方向为优先级标准,不仅提高了搜索效率,而且降低了跌落报警率。然后,讨论了在航迹预测过程中由于允许连续丢帧而导致的航迹拟合长度限制问题。通过建立相应的模型,提高了航迹预测的精度,得到了目标航迹拟合帧数的最优解。
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A New Method for the Discerning of Point Moving Targets' Tracks
This paper is aimed to propose a new method for the discerning of point moving targets' tracks to improve the current search strategies, which can not make full use of the entire trace information based on the domain of current point target location. By using the PRI search of least-square trace prediction, we establish a trace-fitting model based on probability and statistics. By setting the predicted position as the highest priority, the predication of movement direction as the criterion of prioritization, our method not only increases the search efficiency, but also reduces the drop alarm ratio. Then, we discuss the problem of the trace-fitting length limitation caused by the allowable continuous losing frames in the process of trace prediction. Through establishing the corresponding model, we improve the accuracy of the trace prediction, and obtain an optimal solution of the target trace-fitting number of frames.
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