Remote sensing target recognition based on particle swarm classifier

Xiao Hui Xu; An Zhang; Jing Shun Duanmu; Qin Xia Hao

Remote sensing target recognition based on particle swarm classifier

Xiao Hui Xu
, An Zhang
, Jing Shun Duanmu
, Qin Xia Hao

航空学院

Northwestern Polytechnical University Xian
Air Force Engineering University Xian
Xi'an University of Science and Technology

科研成果: 期刊稿件 › 文章 › 同行评审

6 引用（Scopus）

摘要

The particle swarm classifier is designed for radar target recognition in remote images. After me data pretreament, the classification rules are extracted by particle swarm optimization algorthm 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.

源语言	英语
页（从-至）	551-554
页数	4
期刊	Hongwai yu Jiguang Gongcheng/Infrared and Laser Engineering
卷	36
期	4
出版状态	已出版 - 8月 2007

其它文件与链接

链接到 Scopus 的出版物

引用此

@article{d6c5f7fe1f5e4c379f1f447c8e0adff4,

title = "Remote sensing target recognition based on particle swarm classifier",

abstract = "The particle swarm classifier is designed for radar target recognition in remote images. After me data pretreament, the classification rules are extracted by particle swarm optimization algorthm 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.",

keywords = "Classifier, Particle swarm optimization, Remote sensing image, Target recognition",

author = "Xu, \{Xiao Hui\} and An Zhang and Duanmu, \{Jing Shun\} and Hao, \{Qin Xia\}",

year = "2007",

month = aug,

language = "英语",

volume = "36",

pages = "551--554",

journal = "Hongwai yu Jiguang Gongcheng/Infrared and Laser Engineering",

issn = "1007-2276",

publisher = "Science Press ",

number = "4",

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TY - JOUR

T1 - Remote sensing target recognition based on particle swarm classifier

AU - Xu, Xiao Hui

AU - Zhang, An

AU - Duanmu, Jing Shun

AU - Hao, Qin Xia

PY - 2007/8

Y1 - 2007/8

N2 - The particle swarm classifier is designed for radar target recognition in remote images. After me data pretreament, the classification rules are extracted by particle swarm optimization algorthm 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.

AB - The particle swarm classifier is designed for radar target recognition in remote images. After me data pretreament, the classification rules are extracted by particle swarm optimization algorthm 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.

KW - Classifier

KW - Particle swarm optimization

KW - Remote sensing image

KW - Target recognition

UR - https://www.scopus.com/pages/publications/34548558988

M3 - 文章

AN - SCOPUS:34548558988

SN - 1007-2276

VL - 36

SP - 551

EP - 554

JO - Hongwai yu Jiguang Gongcheng/Infrared and Laser Engineering

JF - Hongwai yu Jiguang Gongcheng/Infrared and Laser Engineering

IS - 4

ER -

Remote sensing target recognition based on particle swarm classifier

摘要

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