| 图像处理技术在铁路车号自动识别中应用的探讨 |
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| 引用本文： | 陕耀,张雁桥.图像处理技术在铁路车号自动识别中应用的探讨[J].铁路计算机应用,2006,15(7):31-33. |
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| 作者姓名： | 陕耀 张雁桥 |
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| 作者单位： | 中国矿业大学,能源与安全工程学院交通运输系,徐州,221008 |
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| 摘 要： | 为实现铁路车号自动识别,运用MATLAB的图像处理功能,采用MATLAB平台提供的一些图像处理函数,以傅立叶变换通过字符模板与待处理的图像匹配为核心思想,对车号进行读取和精确定位.运用BP神经网络算法在MATLAB平台上解决因自然因素或采样因素所造成的车号字符识别困难.
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| 关 键 词： | 车号自动识别 图像处理 定位 应用 |
| 文章编号： | 1005-8451(2006)07-0031-03 |
| 收稿时间： | 2006-04-12 |
| 修稿时间： | 2006年4月12日 |
Discussion on application of image processing in automatic train identification |
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| SHAN Yao,ZHANG Yan-qiao.Discussion on application of image processing in automatic train identification[J].Railway Computer Application,2006,15(7):31-33. |
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| Authors: | SHAN Yao ZHANG Yan-qiao |
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| Institution: | School of Mining and Safety Engineering, China University of Mining and Technology, Xuzhou 221008, China |
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| Abstract: | In order to carry out the number identifies automatically of a railway car, making use of the MATLAB image processing functions and adopting some picture processing function, the MATLAB platform was provided to read the car number and accurately orient with the core thought of matching the character list template and awaiting processing picture with the Fourier transformation. Making use of the BP nerve network calculate on the MATLAB terrace to solve the difficulty in identification of the car number resulted from natural factor or sample factor. |
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| Keywords: | automatic train identification image processing location application |
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