• Acta Photonica Sinica
  • Vol. 50, Issue 11, 1110003 (2021)
Shuzhuo MIAO1,2, Cunbo FAN1,*, Guanyu WEN1, Jian GAO1, and Guohai ZHAO1
Author Affiliations
  • 1Changchun Observatory/NAO,Chinese Academy of Sciences,Changchun 130117,China
  • 2University of Chinese Academy of Sciences,Beijing 100049,China
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    DOI: 10.3788/gzxb20215011.1110003 Cite this Article
    Shuzhuo MIAO, Cunbo FAN, Guanyu WEN, Jian GAO, Guohai ZHAO. Space Target Recognition Method Based on Adaptive Spatial Filtering Multistage Hypothesis Testing[J]. Acta Photonica Sinica, 2021, 50(11): 1110003 Copy Citation Text show less
    Schematic diagram of space target recognition method based on ASMHT algorithm
    Fig. 1. Schematic diagram of space target recognition method based on ASMHT algorithm
    The calculation method of the DOG extreme point
    Fig. 2. The calculation method of the DOG extreme point
    Schematic diagram of the changes of different types of targets in the continuous multi-frame filtering window
    Fig. 3. Schematic diagram of the changes of different types of targets in the continuous multi-frame filtering window
    Schematic diagram of improved multistage hypothesis testing method
    Fig. 4. Schematic diagram of improved multistage hypothesis testing method
    Screening method of the target trajectory
    Fig. 5. Screening method of the target trajectory
    Preliminary screening results of spatial filtering algorithm based on DOG
    Fig. 6. Preliminary screening results of spatial filtering algorithm based on DOG
    ROC curve test results under different SNR
    Fig. 7. ROC curve test results under different SNR
    Part of the real star map test results based on ASMHT algorithm
    Fig. 8. Part of the real star map test results based on ASMHT algorithm
    Total number of SSTFST after screeningDetection rate of FST/%ST after screeningDetection rate of ST/%Total detection rate of SST/%
    330288963010096.36
    63057996.52996.6696.5
    93086295.773010095.91
    1 2301 15095.833010095.93
    1 5301 44396.22996.696.2
    Table 1. Statistics of suspected space target screening results
    Detection rate/%False alarm rate/%Average processing time/s
    Method in Ref.[1092.0857.230.97
    Method in Ref.[1190.210.9118.72
    Method in Ref.[1291.145.584.3
    ASMHT94.492.051.96
    Table 2. Statistics of space target screening results
    Shuzhuo MIAO, Cunbo FAN, Guanyu WEN, Jian GAO, Guohai ZHAO. Space Target Recognition Method Based on Adaptive Spatial Filtering Multistage Hypothesis Testing[J]. Acta Photonica Sinica, 2021, 50(11): 1110003
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