摘要
云模型是一种实现定性与定量相互转换的模型,其中云综合是实现云概念跃升的一种方法.但"软或"云综合方法缺乏相应的理论解释.根据正态云模型的"3En"规则,推导出一种新的云综合方法,并结合p阶逆向云变换算法将其应用于图像分割中.将结果分别与"软或"云综合方法在彩色图像分割中的结果和基于云模型和数据场的灰度图像分割结果做比较,实验结果说明了该方法的有效性.
The cloud model is a qualitative/quantitative transformation model, in which the cloud synthesis can be used to achieve the enhancement of cloud concept. The cloud synthesis method is a ＂soft union＂ of concepts,which has no relevant theoretical explanation. In this paper, a new cloud synthesis method based on the ＂3En＂ rule of the normal cloud model is proposed and applied to image segmentation in combination with p-order backward cloud transformation algorithm. Finally, compared the result of this paper with the color image segmentation using cloud synthesis of ＂soft union＂ and the gray image segmentation using cloud model and data field, the experimental resuits show the effectiveness of the method.
出处
《智能系统学报》
CSCD
北大核心
2013年第6期517-525,共9页
CAAI Transactions on Intelligent Systems
基金
国家自然科学基金资助项目(61073146
61272060)
计算智能重庆市重点实验室开放基金资助项目(CQ-LCI-2013-08)
关键词
云模型
彩色图像分割
云综合
p阶逆向云变换
cloud model
segmentation on colorful image
cloud synthesis
p-order reverse cloud transformation
