求方差的代码matlab-EnKCF_Tracker:EnKCFTracker的C++实现-[WACV18]

上传者: 38545923 | 上传时间: 2022-10-30 14:53:25 | 文件大小: 9.65MB | 文件类型: ZIP
求方差的代码matlab 算法说明 这包括内核化关联过滤器跟踪器( EnKCF )的C ++实现。 EnKCF运行多个KCF [1]以解决跟踪的不同方面,例如:缩放和快速运动。 它还采用了Particle Filter来平滑不同KCF之间的交互。 我们的跟踪器达到更高的成功和准率比基线跟踪416hz上UAV123数据集。 在下面,您可以找到超参数及其最佳值。 EnKCF受到长期相关(LCT)跟踪器的启发[2] ,但是,我们的目标是以有效的方式利用多个KCF,以使每个帧的复杂度保持类似于基线KCF (O(nlogn)) [1] 。 这样,它可以在计算受限的嵌入式系统上维持( 30fps )的操作速率。 您可以在我们的中找到有关EnKCF跟踪器的更多详细信息。 EnKCF超参数 sigma_scale = 0.9 //比例KCF中的高斯核带宽 sigma_large_roi_translation = 0.7 //大型ROI Trans中的高斯核带宽。 肯德基 sigma_small_roi_translation = 0.6 // Small ROI Trans中的高斯核带宽。 肯德基

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