Chinese Journal of Liquid Crystals and Displays, Volume. 39, Issue 1, 69(2024)

Star map spatial target detection method based on fast local contrast and target features

Haipeng NIU1,2, Changxiang YAN1, Yilin WANG1,2, Haijun GUAN1,3, Chao WANG1,3, and Jianbing SHAO1、*
Author Affiliations
  • 1Changchun Institute of Optics,Fine Mechanics and Physics,Chinese Academy of Sciences,Changchun 130033,China
  • 2University of Chinese Academy of Sciences,Beijing 100049,China
  • 3Changchun Changguang Zhiou Technology Co.,Ltd.,Changchun 130033,China
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    Figures & Tables(8)
    Three-layer contrast calculation window
    Algorithm flow chart of this paper
    Contrast calculation window in this paper
    Experimental platform(a)and star map(b)
    Effect of algorithm processing.(a)Original image;(b)Grayscale 3D image of the target area;(c)Original target grayscale image;(d)Median filtered;(e)Processed by the proposed algorithm.
    Detection results of different methods.(a)Dlcm;(b)Ilcm;(c)Swlcm;(d)Rlcm;(e)Method of literature[16];(f)Proposed.
    Comparison of average ROC curves of different algorithms
    • Table 1. Comparison of detection results of different algorithms

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      Table 1. Comparison of detection results of different algorithms

      SequenceTargetInformationTD/TPR
      Average SNRNum.DLCM15ILCM11SWLCM12RLCM13Method of literature[16Proposed
      113210198/94.29%190/90.48%208/99.05%205/97.62%204/97.14%207/98.57%
      22183118/64.48%161/87.98%172/93.99%157/85.79%160/87.43%175/95.63%
      31.612476/61.29%107/86.29%116/93.55%100/80.65%104/83.87%115/93.74%
      242.37044/62.86%48/68.57%65/100%55/84.61%60/85.71%65/100%
      51.67040/57.14%45/64.29%57/81.43%43/61.43%55/78.57%67/95.71%
      361.51814/77.78%16/88.89%15/83.33%17/94.44%14/77.77%18/100.00%
      71.4177/41.18%9/52.94%12/70.59%11/64.71%10/58.82%17/100%
      Average time consumption/ms424.62206.96347.81944.94385.2233.87
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    Haipeng NIU, Changxiang YAN, Yilin WANG, Haijun GUAN, Chao WANG, Jianbing SHAO. Star map spatial target detection method based on fast local contrast and target features[J]. Chinese Journal of Liquid Crystals and Displays, 2024, 39(1): 69

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    Paper Information

    Category: Research Articles

    Received: Feb. 17, 2023

    Accepted: --

    Published Online: Mar. 27, 2024

    The Author Email: Jianbing SHAO (sjjq10111@163.com)

    DOI:10.37188/CJLCD.2023-0060

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