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Small Moving Target Recognition in Star Image with TRM
Du, Yun1,2,3; Wen, Desheng1; Liu, Guizhong2; Qiu, Shi1
Department空间光学技术研究室
Source PublicationInternational Journal of Pattern Recognition and Artificial Intelligence
ISSN02180014
Contribution Rank1
Abstract

Recognition of small moving targets in space has become one of the frontier scientific researches in recent decade. Most of them focus on detection and recognition in star image with sidereal stare mode. However, in this research field, few researches are about detection and recognition in star image with track rate mode. In this paper, a novel approach is proposed to recognize the moving target in single frame by machine learning method based on elliptical characteristic extraction of star points. The technical path about recognition of moving target in space is redesigned instead of traditional processing approaches. Elliptical characteristics of each star point can be successfully extracted from single image. Machine learning can achieve the classification goal in order to make sure that all moving targets can be extracted. The experiments show that our proposed approach can have better performance in star images with different qualities. © 2021 World Scientific Publishing Company.

Keywordstar image with TRM Smear e®ect detection and recognition moving target standard deviational ellipse
DOI10.1142/S021800142150004X
Indexed ByEI
Language英语
PublisherWorld Scientific
EI Accession Number20204509461729
Citation statistics
Document Type期刊论文
Identifierhttp://ir.opt.ac.cn/handle/181661/93780
Collection空间光学技术研究室
Corresponding AuthorDu, Yun
Affiliation1.Xi'An Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi'an; 710119, China;
2.School of Electronic and Information Engineering, Xi'An Jiaotong University, Xi'an; 710049, China;
3.University of Chinese Academy of Sciences, Beijing; 100049, China
Recommended Citation
GB/T 7714
Du, Yun,Wen, Desheng,Liu, Guizhong,et al. Small Moving Target Recognition in Star Image with TRM[J]. International Journal of Pattern Recognition and Artificial Intelligence.
APA Du, Yun,Wen, Desheng,Liu, Guizhong,&Qiu, Shi.
MLA Du, Yun,et al."Small Moving Target Recognition in Star Image with TRM".International Journal of Pattern Recognition and Artificial Intelligence
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