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Small Target Detection using Quantum Genetic Morphological Filter

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成果类型:
期刊论文、会议论文
作者:
Deng, Lizhen*;Zhu, Hu;Wei, Yantao;Lu, Guanmin;Wei, Yu
通讯作者:
Deng, Lizhen
作者机构:
[Lu, Guanmin; Zhu, Hu; Wei, Yu; Deng, Lizhen] Nanjing Univ Posts & Telecommun, Coll Telecommun & Informat Engn, Nanjing 210003, Jiangsu, Peoples R China.
[Wei, Yantao] Cent China Normal Univ, Sch Educ Informat Technol, Wuhan 430079, Peoples R China.
通讯机构:
[Deng, Lizhen] N
Nanjing Univ Posts & Telecommun, Coll Telecommun & Informat Engn, Nanjing 210003, Jiangsu, Peoples R China.
语种:
英文
关键词:
Infrared small target detection;Morphological filter;Quantum genetic algorithm;Top-hat
期刊:
Proceedings of SPIE - The International Society for Optical Engineering
ISSN:
0277-786X
年:
2015
卷:
9812
会议名称:
9th International Symposium on Multispectral Image Processing and Pattern Recognition (MIPPR) - Automatic Target Recognition and Navigation
会议论文集名称:
Proceedings of SPIE
会议时间:
OCT 31-NOV 01, 2015
会议地点:
Enshi, PEOPLES R CHINA
会议主办单位:
[Deng, Lizhen;Zhu, Hu;Lu, Guanmin;Wei, Yu] Nanjing Univ Posts & Telecommun, Coll Telecommun & Informat Engn, Nanjing 210003, Jiangsu, Peoples R China.^[Wei, Yantao] Cent China Normal Univ, Sch Educ Informat Technol, Wuhan 430079, Peoples R China.
会议赞助商:
Huazhong Univ Sci & Technol, Hubei Univ Nationalities, Natl Key Lab Sci & Technol Multi Spectral Informat Proc, Hubei Assoc Automat
主编:
Sang, N Chen, X
出版地:
1000 20TH ST, PO BOX 10, BELLINGHAM, WA 98227-0010 USA
出版者:
SPIE-INT SOC OPTICAL ENGINEERING
ISBN:
978-1-5106-0053-9
机构署名:
本校为其他机构
院系归属:
教育信息技术学院
摘要:
Small target detection plays a crucial role in infrared warning and tracking systems. A background suppression method using morphological filter based on quantum genetic algorithm (QGMF) is presented to detect small targets in infrared image. Structure element of morphological filter is encoded and the best structure element is selected using quantum genetic algorithm. The optimized structure element is used for background suppression to detect small target. Experimental results demonstrate that QGMF has good performance in clutter suppression, and obtains higher signal-to-clutter ratio gain (...

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