微型机与应用2011，Vol.30Issue(22)：46-48,3.
基于HSI空间模糊聚类的彩色图像分割新方法
Fuzzy clustering based on HIS color space for color image segmentation
邱磊 1管一弘1
作者信息
- 1. 昆明理工大学理学院,云南昆明650093
- 折叠
摘要
Abstract
Fuzzy C-Mean（FCM） algorithm has been wildely used in the field of color image segmentation. But the convention- al FCM is sensitive to the noise because the spatial information is not being considered. To solve this problem, a new fuzzy clustering algorithm in HIS color space is proposed based on pixel＇s spatial neighborhood and pixel value. Experimental results prove that it has a good result to high noise image.关键词
彩色图像分割/HIS彩色空间/邻域均值/模糊C均值Key words
color image segmentation/HIS color space/mean value in neighborhood/FCM分类
信息技术与安全科学引用本文复制引用
邱磊,管一弘..基于HSI空间模糊聚类的彩色图像分割新方法[J].微型机与应用,2011,30(22):46-48,3.
