| 遗传规划在SAR图像识别中的应用 |
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| 引用本文： | 贾亚飞,赵凤军,王艳霞.遗传规划在SAR图像识别中的应用[J].中国科学院研究生院学报,2012,29(3):367-371. |
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| 作者姓名： | 贾亚飞 赵凤军 王艳霞 |
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| 作者单位： | 1. 中国科学院电子学研究所,北京100190;中国科学院研究生院,北京100049
2. 中国科学院电子学研究所,北京,100190 |
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| 基金项目： | 国家863计划项目(2009AA7050613)资助 |
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| 摘 要： | 提出一种基于遗传规划的合成孔径雷达图像识别方法.首先提取SAR图像的5种特征作为原始特征,然后利用遗传规划算法在5种原始特征上合成新的特征,最后采用支持向量机进行分类.实验结果表明了算法的有效性.
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| 关 键 词： | SAR图像识别 遗传规划 支持向量机 |
SAR image recognition based on genetic programming |
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| JIA Ya-Fei
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ZHAO Feng-Jun
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WANG Yan-Xia.SAR image recognition based on genetic programming[J].Journal of the Graduate School of the Chinese Academy of Sciences,2012,29(3):367-371. |
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| Authors: | JIA Ya-Fei ZHAO Feng-Jun WANG Yan-Xia |
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| Institution: | 1,2(1 Institute of Electronics,Chinese Academy of Sciences,Beijing 100190,China; 2 Graduate University,Chinese Academy of Sciences,Beijing 100049,China) |
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| Abstract: | A genetic programming-based method for SAR image recognition is proposed.Five basic SAR image features are first extracted from SAR images,and then several new features are synthesized using the five basic features.Finally a support vector machine is used to complete classification.Experimental results show the effectiveness of this method. |
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| Keywords: | SAR image recognition genetic programming support vector machine |
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