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样本加权约束能量最小化算法

尹继豪 孙建颖 王义松 高超

电子学报2012,Vol.40Issue(4):788-792,5.
电子学报2012,Vol.40Issue(4):788-792,5.DOI:10.3969/j.issn.0372-2112.2012.04.027

样本加权约束能量最小化算法

Sample Weighting Constrained Energy Minimization Algorithm

尹继豪 1孙建颖 1王义松 1高超1

作者信息

  • 1. 北京航空航天大学宇航学院,北京100191
  • 折叠

摘要

Abstract

Constrained Energy Minimization (CEM) algorithm is very sensitive to spectral difference of the same object and cannot detect the large targets.We proposed a sample weighting CEM algorithm.Through spectral vector unitization.the errors caused by different environment are decreased,and target recognition accuracy is increased.To decrease the proportion in the sample autocorrelation matrix,we use spectral correlation as a similarity measure to weight the samples.The modified algorithm acquired the satisfied effect for large targets.

关键词

目标探测/约束能量最小化/光谱单位化/样本加权

Key words

target detection/constrained energy minimization/spectral vector unitization/sample weighting

分类

信息技术与安全科学

引用本文复制引用

尹继豪,孙建颖,王义松,高超..样本加权约束能量最小化算法[J].电子学报,2012,40(4):788-792,5.

基金项目

国家自然科学基金天文联合项目(No.11078007) (No.11078007)

高等学校博士学科点专项科研基金(No.20101102120030) (No.20101102120030)

航空科学基金(No.20100151002) (No.20100151002)

电子学报

OA北大核心CSCDCSTPCD

0372-2112

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