| 基于BP神经网络的轨道基桩识别 |
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| 引用本文： | 董志国,李郁峰,李元宗.基于BP神经网络的轨道基桩识别[J].科技情报开发与经济,2006,16(5):163-164. |
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| 作者姓名： | 董志国 李郁峰 李元宗 |
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| 作者单位： | 1. 太原理工大学,山西,太原,030024
2. 中北大学,山西,太原,030051 |
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| 摘 要： | 运用BP神经网络对用CCD拍到的基桩图片进行识别,包括BP神经网络的输入、输出层的设计,隐层节点的选取等。实验结果表明,经大量基桩样本的训练后,BP神经网络能将拍到图片中的基桩有效地识别出来,且达到较高的正确率。
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| 关 键 词： | BP神经网络 轨道基桩 图像识别 |
| 文章编号： | 1005-6033（2006）05-0163-02 |
| 收稿时间： | 2005-11-25 |
| 修稿时间： | 2005年11月25 |
Study on the Railway Stake Recognition Based on BP Neural Network |
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| DONG Zhi-guo,LI Yu-feng,LI Yuan-zong.Study on the Railway Stake Recognition Based on BP Neural Network[J].Sci-Tech Information Development & Economy,2006,16(5):163-164. |
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| Authors: | DONG Zhi-guo LI Yu-feng LI Yuan-zong |
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| Abstract: | By using BP neural network,this paper makes the recognition of the railway stake picture taken with CCD,including the design of the input layer and output layer,and the choice of the nodes of the hidden layer,etc.The results show that the railway stake in the picture can be identified availably and can reach reasonable recognizing rate after training abundant templates. |
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| Keywords: | BP neural network railway stake image recognition |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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