| 基于蚁群聚类算法的彩色图像量化方法 |
| |
| 引用本文： | 陈柒伍,陈静,徐丹. 基于蚁群聚类算法的彩色图像量化方法[J]. 云南大学学报(自然科学版), 2007, 0(Z2) |
| |
| 作者姓名： | 陈柒伍 陈静 徐丹 |
| |
| 作者单位： | 云南大学信息学院 云南昆明650091 |
| |
| 基金项目： | 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) |
| |
| 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.
|
| 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 |
An approach of color image quantization based on ant colony clustering algorithm |
| |
| CHEN Qi-wu,CHEN jing,XU Dan. An approach of color image quantization based on ant colony clustering algorithm[J]. Journal of Yunnan University(Natural Sciences), 2007, 0(Z2) |
| |
| Authors: | CHEN Qi-wu CHEN jing XU Dan |
| |
| Abstract: | 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. |
| |
| Keywords: | color image quantization color clustering Ant colony algorithm picking up probability dropping probability |
| 本文献已被 CNKI 等数据库收录！ |
