基于Naive Bayes Classifiers的航空影像纹理分类

基金项目: 国家自然科学基金资助项目(40271094)

详细信息

Aerial Image Texture Classification Based on Naive Bayes Classifiers

¹ School of Remote Sensing and Information Engineering,Wuhan University,129 Luoyu Road,Wuhan 430079,China

Funds: 国家自然科学基金资助项目(40271094)

摘要: 在Naive Bayes Classifiers模型中,要求父节点下的子节点(特征变量)之间相对独立,然而在现实世界中,特征与特征之间是非独立的、相关的。提出一种预处理方法,实验结果表明,该方法明显地提高了分类精度
- 贝叶斯网络 /
- 纹理分类 /
- 航空影像 /
- 特征提取
Abstract: In this paper,a new method,aerial images texture classification based on naive Bayes classifiers,is proposed.It is concluded that the new method performs better in overall classification precision than naive Bayes classifiers on the basis of the experiment results.
- Bayesian network /
- texture classification /
- aerial image /
- features extraction