Detection and tracking of multi-space junks in star images
Deng, Wenkang1,2; Song, Zongxi1
2016
会议名称8th international conference on digital image processing, icdip 2016
会议日期2016-05-20
会议地点chengu, china
关键词Image processing Image segmentation Kalman filters Stars Tracking (position)
卷号10033
英文摘要

an algorithm of detection and tracking of multiple small moving space junks under the complex star sequential images is proposed in this paper. firstly we take image smoothing and adaptive threshold segment to improve the weight of junks. furthermore, back neighborhood frame correlation (bnfc) is proposed to detect and locate the junk which is sheltered by bigger interfaced stars. through cross projection method, we could extract the centroid of the moving junks. at last, the kalman filter is used to track and estimate the trajectory of moving junks. experiments show that through this algorithm the multiple small space junks could be detected and tracked effectively and accurately under complex star background with good performance in low error rate and good real-time processing. © 2016 spie.

收录类别EI ; ISTP
产权排序1
会议录eighth international conference on digital image processing, icdip 2016
会议录出版者spie
学科主题space flight ; extraterrestrial physics and stellar phenomena
语种英语
ISSN号0277786x
ISBN号9781510605039
内容类型会议论文
源URL[http://ir.opt.ac.cn/handle/181661/28503]  
专题西安光学精密机械研究所_空间光学应用研究室
作者单位1.Space Optics Laboratory, Xi'An Institute of Optics and Precision Mechanics of CAS, Xi'an; 710119, China
2.University of Chinese Academy of Sciences, Beijing; 100049, China
推荐引用方式
GB/T 7714
Deng, Wenkang,Song, Zongxi. Detection and tracking of multi-space junks in star images[C]. 见:8th international conference on digital image processing, icdip 2016. chengu, china. 2016-05-20.
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