| 铁谱图像的彩色纹理特征提取与识别 |
| |
| 引用本文： | 包春江,刘向东,杨志伊. 铁谱图像的彩色纹理特征提取与识别[J]. 润滑与密封, 2007, 32(4): 17-19 |
| |
| 作者姓名： | 包春江 刘向东 杨志伊 |
| |
| 作者单位： | 中国矿业大学机械工程博士后流动站,江苏徐州,221008;聊城大学汽车与交通工程学院,山东聊城,252059;新疆农业科学院农机化研究所,新疆乌鲁木齐,830000;中国矿业大学机械工程博士后流动站,江苏徐州,221008 |
| |
| 基金项目： | 山东省优秀中青年科学家科研奖励基金 |
| |
| 摘 要： | 纹理是铁谱图像的特征之一,但大部分的铁谱图像的纹理研究是以灰度图像为基础的,这样就丢失图像的彩色纹理信息。对铁谱图像的彩色纹理特征进行了提取,运用支持向量机的方法,对铁谱图像的磨粒颗粒进行了识别,试验结果表明,所提取的特征值,有利于磨损颗粒纹理的识别。
|
| 关 键 词： | 铁谱图像 彩色纹理特征 模式识别 支持向量机 |
| 文章编号： | 0254-0150(2007)4-017-3 |
| 修稿时间： | 2006-11-14 |
Color Texture Feature Extracting and Recognition of Ferrograph Image |
| |
| Bao Chunjiang,Liu Xiangdong,Yang Zhiyi. Color Texture Feature Extracting and Recognition of Ferrograph Image[J]. Lubrication Engineering, 2007, 32(4): 17-19 |
| |
| Authors: | Bao Chunjiang Liu Xiangdong Yang Zhiyi |
| |
| Affiliation: | 1. China University of Mining and Technology, Xuzhou Jiangsu 221008, China; 2. Liaocheng University, Liaocheng Shandong 252059, China; 3. Agricultural Mechanization Institute, Xiniiang Academy of Agricultural Sciences, Urumqi.Xinjiang 830000, China |
| |
| Abstract: | Texture feature is one of the ferrograph image characteristic.Most texture research is under the base of gray scale image in ferrograph image analysis.This method cause lose the color information of ferrograph image.The color texture feature of ferrograph image was extracted,the support vector machine was applied to identify the wear particle type.Experiment result shows that the extracted texture feature can identify the wear particle texture successfully. |
| |
| Keywords: | ferrograph image color texture feature mode recognition support vector machine |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
|
