Air target tracking method based on spectral unmixing

被引:0
|
作者
Lv, Siman [1 ]
Zhang, Tianxu [2 ]
Dong, Shuai [1 ]
机构
[1] Wuhan Inst Technol, Wuhan 430205, Peoples R China
[2] Huazhong Univ Sci & Technol, Inst Pattern Recognit & Artificial Intelligence, Wuhan 430074, Peoples R China
关键词
small and weak target; spectral unmixing; atmospheric correction; target tracking;
D O I
10.1117/12.2537905
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Because the spatial resolution of remote sensing equipment is low, how to accurately obtain the true spectrum of the target to guide the stable tracking of the target is a complex problem. This paper proposes an air moving target tracking method based on spectral unmixing. Firstly the target abundance is obtained through the pretreatment of infrared image, secondly, accurate spectrum of target is acquired based on the linear combination relationship between the background spectrum and the measured spectrum, and then corrected by the atmosphere, that is, the object side is obtained. Accurate spectrum. Through the spectral feature comparison, the target tracking is guided according to the fingerprint information of the precise spectrum. A large number of field experiments prove that this method can accurately measure the weak targets in the remote sensing background, improve the stability and accuracy of tracking, and lay a foundation for the subsequent remote sensing target recognition.
引用
收藏
页数:8
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