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Iterative Bilateral Filter as a Hierarchical Clustering Algorithm

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概要 Iterated bilateral filter (IBF) means repeated bilateral filtering(BF) multiple times, it can smooth the image while preserving the edge information of the picture, If the idea of IBF is applied to th...e clustering of scatter plots, the process is very similar to hierarchical clustering. The process can first gather adjacent data points into clusters, gradually, each group begins to converge towards its closest group; ultimately, all clusters will converge. The entire process can be approximated as a hierarchical clustering of two-dimensional data points. In our research and experiments, we analyzed the clustering of points and groups, and achieved the complete clustering process of point set data.続きを見る

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登録日 2024.04.23
更新日 2024.04.24

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