基于动态模板与位置预测的运动目标识别与跟踪

Moving target recognition and tracking based on dynamic template and position estimating

摘要:

针对动态图像的相关性特点,提出了一种带遗忘因子的自适应动态模板匹配算法,并结合物体运动学原理,提出了一种基于目标位置预测的动态目标识别与跟踪方法,并在此基础上设计了一种螺旋渐开式的目标搜索算法。实验结果显示,这些方法能够准确地识别和快速地跟踪预定目标。

Abstract:

In this paper, a new method of dynamic template matching with an adaptive forgetting factor is introduced, and a tracking method for moving object based on estimating the next position of the target is discussed. Moreover, a helical search method is designed. From the result of the experiment we can see that the target can be recognized accurately and tracked immediately with these methods.