基于FCM聚类的X光图像分割算法  

The X ray Image Segmentation Algorithm Based On FCM Clustering

作　　者：赵春燕[1] 闫长青[2] 邵杰[1] 

机构地区：[1]山东科技大学现代教育中心,山东271019 [2]山东科技大学信息系,山东271019

出　　处：《信息通信》2009年第2期12-14,共3页Information & Communications

摘　　要：本文采用FCM聚类算法实现了对X光图像的分割,在分割过程中利用直方图数据简化了运算并设定聚类初始值,根据分割对象的特点,采用一维的灰度特征值实现分割,取得了比较理想的分割效果。In this paper the fcm algorithm was adopted to carry out the segmentation of the x ray image. On the course of the segmentation, the histogram data was used to predigested the operation and initialized the clustering. Based on the characteristic of the segmentation object ,the one-dimensional of graying characteristic was adopted to carry out the segmentation and acquired the satisfying segmentation effect.

关 键 词：FCM聚类 隶属度函数 图像分割 

分 类 号：TP391[自动化与计算机技术—计算机应用技术]