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OpenCV-KMeans2导致许多空集群
原标题:OpenCV - KMeans2 resulting in many empty clusters

我使用OpenCV s(Python)kmeans2函数对从一组图像中提取的一组SURF特征进行聚类。

cv.KMeans2(mat,CLUSTER_COUNT,labels,(cv.CV_TERMCRIT_ITER,100,1.0),centers = cent)

我在一组大约50000个功能上运行它,将CLUSTER_COUNT设置为2000。然而,我只得到253个非空的集群。其余集群没有分配任何功能。

我不确定OpenCV对K-Means的实现是什么样子的,但我会认为,当有一个空集群时,中心会被重新分配还是什么?

我这样称呼它有什么问题吗,还是这是预期的行为?

最佳回答

也许可以试试cv2.k表示更容易理解。如果问题仍然存在,请告诉我们。

问题回答

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