基于层次分割和链接聚类算法的模糊图像分割

2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) Pub Date : 2015-11-01 DOI:10.1109/ISKE.2015.89

Carely Guada, D. Gómez, Juan Tinguaro Rodríguez, J. Yáñez, J. Montero

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引用次数: 5

摘要

本文提出了一种基于分层聚类算法的模糊图像分割方法。分割链接算法是将数字图像作为图处理，然后通过Kruskal方案构建生成森林，在获得分区的同时对边缘进行先后排序。这个过程一直驱动到图像的所有像素被分割，也就是说，区域和像素一样多。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Fuzzy Image Segmentation Based on the Hierarchical Divide and Link Clustering Algorithm

In this paper, we present a method to obtain a Fuzzy Image Segmentation from the hierarchical clustering algorithm Divide and Link. The Divide and Link algorithm consists on treating a digital image as a graph, then building spanning forest through a Kruskal scheme to successively sort the edges while partitions are obtained. This process is driven until all the pixels of the image are segmented, that is, there are as many regions as pixels.

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2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)

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