摘要
提出了一种新的彩色图像颜色量化算法:蚁群聚类算法.该算法通过模拟蚂蚁对物体的捡起和丢弃行为,得到一种捡起和丢弃像素的概率模型,对RGB彩色空间下的彩色图像进行了聚类.实验结果表明蚁群聚类算法实现起来简单快捷,并且取得了很好的颜色量化效果.
a new approach based on ant colony clustering algorithm is proposed in the paper.According to simulate the picking up-dropping behaviors of ants,this algorithm gets a basic picking up-dropping probability model which is applied to the color clusters in RGB space.Our experiment shows that the algorithm proposed in this paper has rather good performance with less time consumption,and simple realization.
出处
《云南大学学报（自然科学版）》
CAS
CSCD
北大核心
2007年第S2期219-223,共5页
Journal of Yunnan University(Natural Sciences Edition)
基金
国家自然科学基金资助项目(60663010)
云南省自然科学基金资助项目(2006F0017M)
关键词
彩色图像颜色量化
颜色聚类
蚁群聚类算法
捡起概率丢弃概率
color image quantization
color clustering
Ant colony algorithm
picking up probability
dropping probability
