Small Moving Target Recognition in Star Image with TRM | |
Du, Yun1,2,3; Wen, Desheng2; Liu, Guizhong3; Qiu, Shi2 | |
刊名 | International Journal of Pattern Recognition and Artificial Intelligence |
2021-02 | |
卷号 | 35期号:2 |
关键词 | star image with TRM Smear e®ect detection and recognition moving target standard deviational ellipse |
ISSN号 | 02180014 |
DOI | 10.1142/S021800142150004X |
产权排序 | 1 |
英文摘要 | 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. |
语种 | 英语 |
出版者 | World Scientific |
WOS记录号 | WOS:000627311000014 |
内容类型 | 期刊论文 |
源URL | [http://ir.opt.ac.cn/handle/181661/93780] |
专题 | 西安光学精密机械研究所_空间光学应用研究室 |
通讯作者 | Du, Yun |
作者单位 | 1.University of Chinese Academy of Sciences, Beijing; 100049, China 2.Xi'An Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi'an; 710119, China; 3.School of Electronic and Information Engineering, Xi'An Jiaotong University, Xi'an; 710049, China; |
推荐引用方式 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,2021,35(2). |
APA | Du, Yun,Wen, Desheng,Liu, Guizhong,&Qiu, Shi.(2021).Small Moving Target Recognition in Star Image with TRM.International Journal of Pattern Recognition and Artificial Intelligence,35(2). |
MLA | Du, Yun,et al."Small Moving Target Recognition in Star Image with TRM".International Journal of Pattern Recognition and Artificial Intelligence 35.2(2021). |
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