| 基于图像分析绝缘子憎水性分级系统 |
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| 引用本文： | 娄联堂,甘霞,林均.基于图像分析绝缘子憎水性分级系统[J].鄂州大学学报,2007,14(5):5-7. |
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| 作者姓名： | 娄联堂 甘霞 林均 |
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| 作者单位： | 1. 武汉工程大学理学院,湖北,武汉,430073
2. 武汉工程大学,计算机学院,湖北,武汉,430073 |
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| 摘 要： | 研究了一种基于图像分析绝缘子憎水性分级系统,介绍了系统各模块的功能。系统首先实现了对静态(序列)图像的实时采集,然后利用计算机图像处理技术对水珠进行识别,提取了水珠的特征,并在此基础上提取水珠图像的特征,最后根据这些特征利用SVM分类器对绝缘子憎水性进行分级。
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| 关 键 词： | 憎水性 特征提取 边界跟踪 支持向量机 |
| 文章编号： | 1008-9004（2007）05-0005-03 |
| 修稿时间： | 2007-04-08 |
Insulator hydrophobic classification system based on image analysis |
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| LOU Lian-tang,GAN Xia,LIN Jun.Insulator hydrophobic classification system based on image analysis[J].Journal of Ezhou University,2007,14(5):5-7. |
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| Authors: | LOU Lian-tang GAN Xia LIN Jun |
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| Institution: | 1. School of Science, Wuhan Institute of Technology, Wuhan, Hubei 430074 ; 2. Department of Computer Science, Wuhan Institute of Teehnology, Wuhan, Hubei 430074; China |
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| Abstract: | An insulator hydrophobic classification system based on image analysis is proposed.Function of the system is introduced.First,real time images of beads are obtained.Then,these beads on the insulators are seg- mented and recognized,and features of beads are extracted.Next,features of image beads are extracted.At last, the SVM classifier is chosen to classify insulator hydrophilicity. |
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| Keywords: | Hydrophobic feature extraction border following support vector machine |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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