| 基于粒子群分类器的遥感图像目标识别 |
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| 引用本文： | 徐小慧,张安,端木京顺,郝秦霞.基于粒子群分类器的遥感图像目标识别[J].红外与激光工程,2007,36(4):551-554. |
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| 作者姓名： | 徐小慧 张安 端木京顺 郝秦霞 |
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| 作者单位： | 西北工业大学,电子信息学院,陕西,西安,710072;空军工程大学,工程学院,陕西,西安,710038;西安科技大学,通信与信息工程学院,陕西,西安,710054 |
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| 基金项目： | 教育部高等学校博士学科点专项科研基金
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航空基础科学基金 |
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| 摘 要： | 设计了一种用于遥感图像目标识别的粒子群分类算法。首先对数据样本预处理，利用粒子群优化算法通过训练数据进行分类规则的提取，根据提取得到的规则对遥感图像的目标进行分类识别。通过对实测遥感图像中飞机和舰船目标的识别实验，验证了此算法对遥感图像目标具有较高的识别率。
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| 关 键 词： | 遥感图像 目标识别 分类器 粒子群优化 |
| 文章编号： | 1007-2276（2007）04-0551-04 |
| 收稿时间： | 2006/10/20 |
| 修稿时间： | 2006-10-20 |
Remote sensing target recognition based on particle swarm classifier |
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| XU Xiao-hui,ZHANG An,DUANMU Jing-shun,HAO QIN-xia.Remote sensing target recognition based on particle swarm classifier[J].Infrared and Laser Engineering,2007,36(4):551-554. |
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| Authors: | XU Xiao-hui ZHANG An DUANMU Jing-shun HAO QIN-xia |
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| Affiliation: | 1.School of Electronic and Information, Northwestern Polytechnical University, Xi′an 710072, China； 2.Engineering College, Airforce Engineering University,Xi′an 710038,China； 3.School of Communication and Information Engineering, Xi′an University of Science and Technology, Xi′an 710054, China |
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| Abstract: | The particle swarm classifier is designed for radar target recognition in remote images. After the data pretreament, the classification rules are extracted by particle swarm optimization algorithm using training samples, and the remote sensing image target is recognized afterwards by using the rules. Experimental results on the remote sensing image data of airplanes and warships show that the proposed method has a higher performance in recognizing remote sensing target. |
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| Keywords: | Remote sensing image Target recognition Classifier Particle swarm optimization |
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