| 基于BP神经网络分类器的多目标识别方法研究 |
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| 引用本文： | 沈凤龙,毕娟.基于BP神经网络分类器的多目标识别方法研究[J].辽东学院学报(自然科学版),2008,15(4). |
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| 作者姓名： | 沈凤龙 毕娟 |
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| 作者单位： | 辽东学院,机电学院,辽宁,丹东118003 |
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| 摘 要： | 文章对多目标进行特征提取,数据作为神经网络分类器的输入,采用不同的算法对多输出型BP神经网络分类器和单输出型BP神经网络联合分类器进行训练,实现多目标的识别。仿真试验结果表明,基于BP神经网络分类器的识别方法具有较高的识别率。
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| 关 键 词： | BP神经网络 特征提取 多目标识别 |
Multi-target Recognition Based on BP Neural Network Classifier |
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| SHEN Feng-long,BI Juan.Multi-target Recognition Based on BP Neural Network Classifier[J].Journal of Liaodong University：Natural Sciences,2008,15(4). |
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| Authors: | SHEN Feng-long BI Juan |
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| Abstract: | The features of multiple targets were extracted whose data were used as the input of neural network classifier.Both the classifier of a multi-output BP neural network and the combined classier of a single-output BP neural network was trained with different algorithms.The results show that a high recognition rate can be obtained with this method. |
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| Keywords: | BP neural network feature extraction multi-target recognition |
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