计算机工程2011,Vol.37Issue(22):209-210,214,3.
基于塔形信息的空间约束FCM图像分割算法
Image Segmentation Algorithm for Spatial Constraints FCM Based on Pyramid Information
摘要
Abstract
In order to make the traditional Fuzzy C-means(FCM) algorithm more useful for image segmentation, the spatial constraints FCM algorithm for image segmentation based on pyramid information is proposed. The pyramid structure is introduced to rapid the approach and restrict membership. The proposed algorithm takes spatial information into account, and is full free of empirically adjusted parameters. Experimental results show that, the new algorithm can effectively preserve the detail information of the image and improve the quality of image segmentation.关键词
图像分割/模糊C均值/空间约束/塔形信息/细节信息Key words
image segmentation/ Fuzzy C-means(FCM)/ spatial constraint/ pyramid information/ detail information分类
信息技术与安全科学引用本文复制引用
何月,申铉京,龙建武,张博..基于塔形信息的空间约束FCM图像分割算法[J].计算机工程,2011,37(22):209-210,214,3.基金项目
吉林省科技发展计划基金资助项目(20080317) (20080317)