K-均值聚类算法在图像分割中的应用

The Application of K- means Clustering Algorithm in Image segmentation

通过研究图像分割方法的现状和存在的问题,结合聚类算法在图像分割中应用的特点,对聚类算法及其应用进行了研究.本文利用聚类分析中的K-均值算法在RGB颜色空间下实现图像分割;将图像分割系统在实际图像中进行验证,取得了较好效果.

This paper analyzes the present situation of research on image segmentation and major problems to be faced. Based on the characteristics of clustering algorithm for image segmentation,the passage focuses on the clustering algorithm and its application on image segmentation. The realization of image segmentation in RGB colour space using K- means algorithm in clustering analysis; image segmentation system is validated in real images,and has achieved good results.