基于MATLAB和k-means算法实现的图像分割.zip

上传者: sheziqiong | 上传时间: 2022-07-05 18:10:06 | 文件大小: 28.05MB | 文件类型: ZIP
资源包含文件:设计报告word+程序说明文档+源码+实验截图 k-means 算法,也被称为 k-均值,是一种得到最广泛使用的聚类算法。其认为两个目标的距离越近,相似度越大。算法的主要思想是通过迭代来把数据划分为不同的类别,使得评价聚类性能的准则函数达到最优,从而使生成的每个聚类内紧凑,类间独立。 预解决问题:编写代码,使用 k-means 聚类对像素进行分组,将图像分割成区域。使用两种不同的特征空间(颜色和纹理)并尝试一些实验来观察它们带来的影响。 详细介绍参考:https://blog.csdn.net/newlw/article/details/125619862

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