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A method of aircraft image target recognition based on modified PCA features and SVM (EI CONFERENCE)

文献类型：会议论文

作者Donghe W. ; Xin H. ; Wei Z. ; Huilong Y.
出版日期2009
会议名称9th International Conference on Electronic Measurement and Instruments, ICEMI 2009, August 16, 2009 - August 19, 2009
会议地点Beijing, China
关键词Automatic target recognition(ATR) is an important task in image application. This paper concentrates on two key subroutines of ATR system: Dimensionality reduction and Classifier. After pretreatment on original features a self-organizing neural network trained with the Hebbian rule is used to extract the principal component features. Then a classifier based on Directed Acyclic Graph Support Vector Machines(DAGSVM) is adopted to recognize more than two types of aircraft targets. The experiment results show the proposed method achieves better subset features and higher recognition rate. 2009 IEEE.
页码4177-4181
收录类别EI
源URL[http://ir.ciomp.ac.cn/handle/181722/33360]  
专题长春光学精密机械与物理研究所_中科院长春光机所知识产出_会议论文
推荐引用方式
GB/T 7714		 Donghe W.,Xin H.,Wei Z.,et al. A method of aircraft image target recognition based on modified PCA features and SVM (EI CONFERENCE)[C]. 见:9th International Conference on Electronic Measurement and Instruments, ICEMI 2009, August 16, 2009 - August 19, 2009. Beijing, China.

入库方式： OAI收割

来源：长春光学精密机械与物理研究所

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