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A motion estimation algorithm based on interframe differences detection model for virtual edges detection

机译:基于帧间差异检测模型的运动估计算法

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The traditional block matching algorithm in motion estimation costs much time because of the high computation complexity. which causes the deterioration of the real time performance. A new motion estimation algorithm based on interframe differences detection model is proposed in this paper. The new concept of virtual edges is advanced and introduced into the event of the small object moving. The interframe differences detection model for virtual edges detection is then made up. The parameter in the practical model selection strategy is also determined. The experimental results and the analysis of the algorithm complexity show that the new algorithm can not only work well for small moving object direction detection under the complex background, but also has the better real time performance compared with the traditional block matching algorithm.
机译:由于计算复杂度高,传统的运动估计中的块匹配算法要花费大量时间。这会导致实时性能下降。提出了一种新的基于帧间差异检测模型的运动估计算法。虚拟边缘的新概念得到了推进,并被引入到小物体移动的事件中。然后建立用于虚拟边缘检测的帧间差异检测模型。还确定了实际模型选择策略中的参数。实验结果和算法复杂度分析表明,与传统的块匹配算法相比,新算法不仅可以很好地用于复杂背景下的小运动目标方向检测,而且具有较好的实时性。

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