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基于运动的多目标跟踪

于 2022-09-13 发布 文件大小:4.99 MB
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代码说明:

输入视频转换为frames.RGB视频,然后转换到HSV model.In为了提取前景,我们执行背景减除算法是基于高斯混合模型。我们计算的平均值和对于每一帧的标准偏差,并与预定的阈值进行比较在连续两帧之间的平均值的差异。如果该值大于它被作为其他它被认为是作为背景的前景的阈值。然后,我们使用Canny算子来改善前景的边界的质量进行边缘检测。为了跟踪前景和把一个边界框,我们使用了卡尔曼滤波。

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