| 图像纹理联合关联规则挖掘研究 |
| |
| 引用本文： | 王佐成,张飞舟,薛丽霞.图像纹理联合关联规则挖掘研究[J].计算机工程与应用,2009,45(26):147-149. |
| |
| 作者姓名： | 王佐成 张飞舟 薛丽霞 |
| |
| 作者单位： | 1.北京大学 遥感与地理信息系统研究所，北京 100871 2.重庆邮电大学 软件学院，重庆 400065 |
| |
| 基金项目： | 重庆市教育委员会科学技术研究项目 |
| |
| 摘 要： | 提出以纹理联合关联规则来表达图像纹理特征以及挖掘纹理联合关联规则的算法。在纹理关联规则定义基础上，通过图像降噪预处理和数据挖掘预处理，采用模板统计挖掘方法挖掘低维和高维图像纹理联合关联规则。实验表明联合关联规则能够较好表达图像纹理特征，可以据此进行纹理分割。
|
| 关 键 词： | 图像纹理 数据挖掘 关联规则 联合关联规则 |
| 收稿时间： | 2009-3-18 |
| 修稿时间： | 2009-4-20
|
Research on image combined texture association rules mining |
| |
| WANG Zuo-cheng,ZHANG Fei-zhou,XUE Li-xia.Research on image combined texture association rules mining[J].Computer Engineering and Applications,2009,45(26):147-149. |
| |
| Authors: | WANG Zuo-cheng ZHANG Fei-zhou XUE Li-xia |
| |
| Affiliation: | 1.Institute of Remote Sensing and Geographic Information System，Peking University，Beijing 100871，China 2.Software Institute，Chongqing University of Posts and Telecommunications，Chongqing 400065，China |
| |
| Abstract: | The representation method of texture features by image combined texture association rules and the algorithm of mining image combined texture association rules are proposed.Based on the concept of image combined texture association rule,by noise reduction and data mining preprocessing,multi-dimension image combined texture association rules data mining based on mask of texture image counting can be accomplished.Experiments testify that image combined texture association rules can represent the texture featur... |
| |
| Keywords: | image texture data mining association rule combined texture association rules |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
| 点击此处可从《计算机工程与应用》浏览原始摘要信息 |
|
点击此处可从《计算机工程与应用》下载全文 |
