|
|||||
|
|
| 着装脸谱图的分类新算法 | |
| 引用本文： | 王金甲,李静,李昕,洪文学.着装脸谱图的分类新算法[J].燕山大学学报,2008,32(5). |
| 作者姓名： | 王金甲 李静 李昕 洪文学 |
| 作者单位： | 1. 燕山大学,电气工程学院,河北,秦皇岛,066004;燕山大学,信息科学与工程学院,河北,秦皇岛,066004 2. 燕山大学,理学院,河北,秦皇岛,066004 3. 燕山大学,电气工程学院,河北,秦皇岛,066004 |
| 摘 要： | 基于多元统计图表示的脸谱图方法和最小均值分类器的思想,提出了最近脸谱图分类器新方法.针对脸谱图不能有效表达数据样本维数的特点,提出了着装脸谱图,并给出了新的图形特征:面积特征和重心特征.针对脸谱图分类器的主观性,提出了利用最近均值分类器实现脸谱图图形特征的自动分类.8种真实数据集的实验结果证明了该方法的有效性. |
| 关 键 词： | 脸谱图 雷达图 分类器 图形特征 |
A novel classification algorithm of clothes Chernoff faces |
|
| WANG Jin-jia,LI Jing,LI Xin,HONG Wen-xue.A novel classification algorithm of clothes Chernoff faces[J].Journal of Yanshan University,2008,32(5). | |
| Authors: | WANG Jin-jia LI Jing LI Xin HONG Wen-xue |
| Institution: | WANG Jin-jia 1,2,LI Jing 3,LI Xin 1,HONG Wen-xue 1 (1. CollegeofElectrical Engineering,Yanshan University,Qinhuangdao,Hebei 066004,China,2. College ofInformationScience , Engineering,3. College of Sciences,China) |
| Abstract: | The nearest Chernoff faces classifier is proposed based on the idea of the Chernoff faces and the nearest mean classifier. The clothes Chernofffaces are proposedtoimprove the shortcoming of Chernoff faces on non-representing the data dimension. And the two graphical features are proposed: area feature and barycentre feature. The clothes Chernoff faces auto classifier is proposed using the nearest mean classifier and using the proposed graphical features to improve the subjective classified shortcoming of Ch... |
| Keywords: | Chernoff faces star plot classifier graphical feature |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ | |