An improved algorithm for the detection of vehicle group targets in high-resolution SAR images

Zhoufeng Liu; Qingwei Ping; Peikun He

doi:10.1109/ICMMT.2002.1187764

An improved algorithm for the detection of vehicle group targets in high-resolution SAR images

Zhoufeng Liu, Qingwei Ping, Peikun He

医学技术学院

Beijing Institute of Technology

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

5 引用（Scopus）

摘要

In this paper, the detection of vehicle group targets in high-resolution SAR images has been investigated. Theoretical analysis has been carried out by statistical methods and the formulas of threshold and parameter estimations of three detection algorithms are obtained. The results show that global parameter estimation is of good effect and there are more false alarms in conventional two-parameter CFAR and single look standard CFAR detection algorithms. We present an improved multi-look de-speckling CFAR detection algorithm, which shows exact target detection, little false alarm and clear target details. The parameter selection and optimal parameters are also given.

源语言	英语
主期刊名	ICMMT 2002 - 2002 3rd International Conference on Microwave and Millimeter Wave Technology
出版商	Institute of Electrical and Electronics Engineers Inc.
页	572-575
页数	4
ISBN（电子版）	078037486X, 9780780374867
DOI	https://doi.org/10.1109/ICMMT.2002.1187764
出版状态	已出版 - 2002
活动	3rd International Conference on Microwave and Millimeter Wave Technology, ICMMT 2002 - Beijing, 中国期限: 17 8月 2002 → 19 8月 2002

出版系列

姓名	ICMMT 2002 - 2002 3rd International Conference on Microwave and Millimeter Wave Technology

会议

会议	3rd International Conference on Microwave and Millimeter Wave Technology, ICMMT 2002
国家/地区	中国
市	Beijing
时期	17/08/02 → 19/08/02

访问文件

10.1109/ICMMT.2002.1187764

其它文件与链接

链接到 Scopus 的出版物

引用此

Liu, Z., Ping, Q., & He, P. (2002). An improved algorithm for the detection of vehicle group targets in high-resolution SAR images. 在 ICMMT 2002 - 2002 3rd International Conference on Microwave and Millimeter Wave Technology (页码 572-575). 文章 1187764 (ICMMT 2002 - 2002 3rd International Conference on Microwave and Millimeter Wave Technology). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICMMT.2002.1187764

Liu, Zhoufeng ; Ping, Qingwei ; He, Peikun. / An improved algorithm for the detection of vehicle group targets in high-resolution SAR images. ICMMT 2002 - 2002 3rd International Conference on Microwave and Millimeter Wave Technology. Institute of Electrical and Electronics Engineers Inc., 2002. 页码 572-575 (ICMMT 2002 - 2002 3rd International Conference on Microwave and Millimeter Wave Technology).

@inproceedings{c20dc8003fe14fbeb0467c3f69098824,

title = "An improved algorithm for the detection of vehicle group targets in high-resolution SAR images",

abstract = "In this paper, the detection of vehicle group targets in high-resolution SAR images has been investigated. Theoretical analysis has been carried out by statistical methods and the formulas of threshold and parameter estimations of three detection algorithms are obtained. The results show that global parameter estimation is of good effect and there are more false alarms in conventional two-parameter CFAR and single look standard CFAR detection algorithms. We present an improved multi-look de-speckling CFAR detection algorithm, which shows exact target detection, little false alarm and clear target details. The parameter selection and optimal parameters are also given.",

keywords = "SAR, target detection, vehicle",

author = "Zhoufeng Liu and Qingwei Ping and Peikun He",

note = "Publisher Copyright: {\textcopyright} 2002 IEEE.; 3rd International Conference on Microwave and Millimeter Wave Technology, ICMMT 2002 ; Conference date: 17-08-2002 Through 19-08-2002",

year = "2002",

doi = "10.1109/ICMMT.2002.1187764",

language = "English",

series = "ICMMT 2002 - 2002 3rd International Conference on Microwave and Millimeter Wave Technology",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "572--575",

booktitle = "ICMMT 2002 - 2002 3rd International Conference on Microwave and Millimeter Wave Technology",

address = "United States",

}

Liu, Z, Ping, Q & He, P 2002, An improved algorithm for the detection of vehicle group targets in high-resolution SAR images. 在 ICMMT 2002 - 2002 3rd International Conference on Microwave and Millimeter Wave Technology., 1187764, ICMMT 2002 - 2002 3rd International Conference on Microwave and Millimeter Wave Technology, Institute of Electrical and Electronics Engineers Inc., 页码 572-575, 3rd International Conference on Microwave and Millimeter Wave Technology, ICMMT 2002, Beijing, 中国, 17/08/02. https://doi.org/10.1109/ICMMT.2002.1187764

An improved algorithm for the detection of vehicle group targets in high-resolution SAR images. / Liu, Zhoufeng; Ping, Qingwei; He, Peikun.
ICMMT 2002 - 2002 3rd International Conference on Microwave and Millimeter Wave Technology. Institute of Electrical and Electronics Engineers Inc., 2002. 页码 572-575 1187764 (ICMMT 2002 - 2002 3rd International Conference on Microwave and Millimeter Wave Technology).

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

TY - GEN

T1 - An improved algorithm for the detection of vehicle group targets in high-resolution SAR images

AU - Liu, Zhoufeng

AU - Ping, Qingwei

AU - He, Peikun

PY - 2002

Y1 - 2002

N2 - In this paper, the detection of vehicle group targets in high-resolution SAR images has been investigated. Theoretical analysis has been carried out by statistical methods and the formulas of threshold and parameter estimations of three detection algorithms are obtained. The results show that global parameter estimation is of good effect and there are more false alarms in conventional two-parameter CFAR and single look standard CFAR detection algorithms. We present an improved multi-look de-speckling CFAR detection algorithm, which shows exact target detection, little false alarm and clear target details. The parameter selection and optimal parameters are also given.

AB - In this paper, the detection of vehicle group targets in high-resolution SAR images has been investigated. Theoretical analysis has been carried out by statistical methods and the formulas of threshold and parameter estimations of three detection algorithms are obtained. The results show that global parameter estimation is of good effect and there are more false alarms in conventional two-parameter CFAR and single look standard CFAR detection algorithms. We present an improved multi-look de-speckling CFAR detection algorithm, which shows exact target detection, little false alarm and clear target details. The parameter selection and optimal parameters are also given.

KW - SAR

KW - target detection

KW - vehicle

UR - http://www.scopus.com/inward/record.url?scp=84966605307&partnerID=8YFLogxK

U2 - 10.1109/ICMMT.2002.1187764

DO - 10.1109/ICMMT.2002.1187764

M3 - Conference contribution

AN - SCOPUS:84966605307

T3 - ICMMT 2002 - 2002 3rd International Conference on Microwave and Millimeter Wave Technology

SP - 572

EP - 575

BT - ICMMT 2002 - 2002 3rd International Conference on Microwave and Millimeter Wave Technology

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 3rd International Conference on Microwave and Millimeter Wave Technology, ICMMT 2002

Y2 - 17 August 2002 through 19 August 2002

ER -

Liu Z, Ping Q, He P. An improved algorithm for the detection of vehicle group targets in high-resolution SAR images. 在 ICMMT 2002 - 2002 3rd International Conference on Microwave and Millimeter Wave Technology. Institute of Electrical and Electronics Engineers Inc. 2002. 页码 572-575. 1187764. (ICMMT 2002 - 2002 3rd International Conference on Microwave and Millimeter Wave Technology). doi: 10.1109/ICMMT.2002.1187764

An improved algorithm for the detection of vehicle group targets in high-resolution SAR images

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