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一个均值漂移的VC++聚类源程序,可以试试聚类,其效果还不错.-mean a shift of VC cluster source, you can try clustering, the effect is not bad.
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较全的mean shift算法合集,有基于mean shift算法的图像平滑处理,图像分割,图像聚类,Than the entire collection of the mean shift algorithm, the mean shift algorithm based on image smoothing, image segmentation, image clustering
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本程序首先把图像由RGB空间转到HSI空间,然后利用彩色图像分割策略以及meanshift算法对图像进行分割最后加入边界合成。其中‘keyprogram.m’文件为主程序,‘meanshift.m’文件为调用函数,实现数据的聚类分割。-The program first the image from the RGB space to HSI space and then using color image segmentation strategy and meanshift image seg
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Image segmentation k mean clustering
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基于Mean Shift的图像分割过程就是首先利用Mean Shift算法对图像中的像素进行聚类,即把收敛到同一点的起始点归为一类,然后把这一类的标号赋给这些起始点,同时把包含像素点太少的类去掉。然后,采用阈值化分割的方法对图像进行二值化处理。-Mean Shift Based on the process of image segmentation is the first to use the image Mean Shift algorithm for clustering of pixe
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基于Mean Shift的图像分割过程就是首先利用Mean Shift算法对图像中的像素进行聚类,即把收敛到同一点的起始点归为一类,然后把这一类的标号赋给这些起始点,同时把包含像素点太少的类去掉。然后,采用阈值化分割的方法对图像进行二值化处理 -Mean Shift Based on the process of image segmentation is the first to use the image Mean Shift algorithm for clustering of pixe
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均值漂移聚类的源程序,用mean shift 进行聚类,以及绘图显示,很有价值-mean shift based clustering code, using matlab
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image clustering by mean shift
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较全的mean shift算法合集,有基于meann shift算法的图像平滑处理,图像分割,图像聚类
-Than the whole of the mean shift algorithm Collection, image smoothing processing based on meann shift algorithms, image segmentation, image clustering
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均值漂移算法应用于一维随机数据的聚类,漂移到其密度极大值-Mean shift clustering algorithm applied to the one-dimensional random data, drift to the density maxima
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mean shift图像分类算法, a robust apporach toward feature space analysis-clustering algorithm introduced in Cmaniciu etal. s PAMI paper
"Mean shift: a robust apporach toward feature space analysis", 2002.
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这是一个很好的演示展示了均值漂移图像像素聚类思想的作品。虽然这段代码还没有实现多分辨率或进一步的均值漂移聚类的图像分割,它实现了核心的均值漂移算法.该算法是PAMI论文”Mean shift: a robust approach toward feature space analysis", 在2002提出的。
-This is a good demo of showing how the mean shift idea works for image pixel clustering. A
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这是一个很好的学习图像处理的代码,实现的功能主要是均值漂移-This is a good learning image processing code, the main function of the mean shift
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根据D. Comaniciu, P. Meer: Mean Shift: A robust approach toward feature space analysis 以及
C. Christoudias, B. Georgescu, P. Meer: Synergism in low level vision.这两篇文献提供的方法编写的图像分割代码,作者是
Chris M. Christoudias, Bogdan Georgescu,代码经我看了后加了丰富的中文注释,
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Semi-supervised Kernel Mean Shift Clustering
Authors: Saket Anand, Sushil Mittal, Oncel Tuzel and Peter Meer-Semi-supervised Kernel Mean Shift Clustering Authors: Saket Anand, Sushil Mittal, Oncel Tuzel and Peter MeerSemi-supervised Kernel Mean Shi
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mean-shift聚类算法matlab实现-Mean-shift clustering algorithm matlab implementation
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meanShift,均值漂移,在聚类、图像平滑、分割、跟踪等方面有着广泛的应用。一般是指一个迭代的步骤,即先算出当前点的偏移均值,然后以此为新的起始点,继续移动,直到满足一定的结束条件。(MeanShift, mean shift is widely used in clustering, image smoothing, segmentation, tracking and so on. Generally refers to an iterative step, that is, first
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