计算机工程与应用2013,Vol.49Issue(3):230-233,4.DOI:10.3778/j.issn.1002-8331.1106-0216
融合加窗色调直方图的彩色图像FCM分割算法
Segmentation FCM algorithm combined hue histogram added window
摘要
Abstract
This paper proposes a fast FCM algorithm (MHFCM) combined hue histogram added window, to direct at conventional FCM algorithm which is characterized by the great amount of calculation, inferior resistance to noise. Hue histogram with added window is used for getting background hue from color images. Efficacious information without background information is used for clustering on FCM. Experiment results show that the MHFCM algorithm enhances segmentation speed and overcomes the effects of background noise on segmentation results to segment more precisely.关键词
彩色图像分割/加窗色调直方图/模糊C均值聚类算法(FCM)Key words
color image segmentation/ hue histogram added window/ Fuzzy C-Means(FCM) algorithm分类
信息技术与安全科学引用本文复制引用
柳佳雯,梁光明,刘任任,谢雅婷,丁建文..融合加窗色调直方图的彩色图像FCM分割算法[J].计算机工程与应用,2013,49(3):230-233,4.基金项目
国家自然科学基金(No.60673193). (No.60673193)