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首页> 外文期刊>Journal of information and computational science >A Maximum Projection and Particle Filtering Algorithm for Space Debris Detection
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A Maximum Projection and Particle Filtering Algorithm for Space Debris Detection

机译:用于空间碎片检测的最大投影和粒子滤波算法

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摘要

An algorithm was proposed to detect the space debris in the optical astronomical images. Maximum Projection was induced to reduce the data amount in the three dimensional space. When the space debris was detected, it was tracked by the particle filter thus the precise location information can be got at any time. The simulation results show that the method can perfectly meet the requirement of the space debris detection with a high accuracy (RMS error less than 1 pixel) and detection probability, and a low false alarm rejection.
机译:提出了一种检测光学天文图像中空间碎片的算法。诱导最大投影以减少三维空间中的数据量。当检测到空间碎片时,通过粒子过滤器对其进行跟踪,因此可以随时获取精确的位置信息。仿真结果表明,该方法能够以较高的准确度(均方根误差小于1个像素),检测概率高,误报率低的特点,完全满足空间碎片检测的要求。

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  • 作者单位

    Xi'an Institute of Optics and Precision Mechanics of CAS, Xi'an 710119, China,University of Chinese Academy of Sciences, Beijing 100049, China;

    Xi'an Institute of Optics and Precision Mechanics of CAS, Xi'an 710119, China;

    Xi'an Institute of Optics and Precision Mechanics of CAS, Xi'an 710119, China;

    Xi'an Institute of Optics and Precision Mechanics of CAS, Xi'an 710119, China;

    Xi'an Institute of Optics and Precision Mechanics of CAS, Xi'an 710119, China,University of Chinese Academy of Sciences, Beijing 100049, China;

    Xi'an Institute of Optics and Precision Mechanics of CAS, Xi'an 710119, China,University of Chinese Academy of Sciences, Beijing 100049, China;

    Xi'an Institute of Optics and Precision Mechanics of CAS, Xi'an 710119, China,University of Chinese Academy of Sciences, Beijing 100049, China;

    Xi'an Institute of Optics and Precision Mechanics of CAS, Xi'an 710119, China,University of Chinese Academy of Sciences, Beijing 100049, China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Space Debris; Optical Astronomical Images; Maximum Projection; Hough Transformation; Particle Filtering;

    机译:空间碎片;光学天文影像;最大投影;霍夫变换粒子过滤;

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