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Reverse Procedure Detection of Space Target Streaks Based on Motion Parameter Estimation
- Source :
- IEEE Access, Vol 9, Pp 21823-21831 (2021)
- Publication Year :
- 2021
- Publisher :
- IEEE, 2021.
-
Abstract
- This paper proposes a reverse procedure detection method for space target streaks based on motion parameter estimation. According to the phase shift characteristics of the spectrum, the interframe phase difference is used to obtain the displacement vectors of the target streak and image background, and then the morphological parameters of the target streak are estimated. In addition, a streak window is designed on the basis of the parameters, utilizing the local grayscale correlation in two image frames to carry out target searching and positioning with the interval of the target displacement vector. Images from different scenes are used to evaluate the adaptability of our method, and the experimental results suggest that the expected targets can be detected successfully with subpixel precision in all telescope operating modes. The proposed frequency-domain reverse procedure detection method avoids the problem of fake target confirmation caused by blind detection in traditional methods and overcomes the interference produced when the target streak passes through a bright star. Moreover, first target tracking and then positioning, which cannot be performed with time-domain methods, can be achieved. Our proposed method is attractive for multiple applications, such as space target cataloging, early warning and orbit prediction.
- Subjects :
- General Computer Science
Computer science
Streak
02 engineering and technology
morphological parameter estimation
Interference (wave propagation)
01 natural sciences
Grayscale
Displacement (vector)
010309 optics
motion parameter estimation
0103 physical sciences
local correlation positioning
0202 electrical engineering, electronic engineering, information engineering
General Materials Science
Computer vision
Basis (linear algebra)
business.industry
General Engineering
Inter frame
Subpixel rendering
Object detection
Reverse procedure detection
020201 artificial intelligence & image processing
Artificial intelligence
lcsh:Electrical engineering. Electronics. Nuclear engineering
business
lcsh:TK1-9971
Subjects
Details
- Language :
- English
- ISSN :
- 21693536
- Volume :
- 9
- Database :
- OpenAIRE
- Journal :
- IEEE Access
- Accession number :
- edsair.doi.dedup.....a2a8e714fde9814cd3e4000079d27c29