• Spacecraft Recovery & Remote Sensing
  • Vol. 45, Issue 6, 70 (2024)
Jiajian CHEN, Yong LIU, Pengyu GUO, Lu CAO, Xinhui WANG, and Ling MENG
Author Affiliations
  • National Innovation Institute of Defense Technology, Academy of Military Sciences, Beijing 100071, China
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    DOI: 10.3969/j.issn.1009-8518.2024.06.007 Cite this Article
    Jiajian CHEN, Yong LIU, Pengyu GUO, Lu CAO, Xinhui WANG, Ling MENG. Airport Aircraft Target Tracking Method Based on Joint Surveillance of Low Earth Orbit Satellites[J]. Spacecraft Recovery & Remote Sensing, 2024, 45(6): 70 Copy Citation Text show less
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    卫星成像时间(北京时间)卫星方位角/(°)卫星高度角/(°)
    成像星12020-09-29T05:56:57278.0587.30
    成像星22020-09-29T05:57:06278.3486.58
    成像星32020-09-29T05:57:26278.4285.92
    成像星42020-09-29T06:00:15278.7277.87
    成像星52020-09-29T06:00:32278.7676.84
    成像星62020-09-29T06:05:01279.2465.17
    Table 1. Basic information of Jilin-1 satellite remote sensing images
    方法AP/%Recall/%F1分数FN
    YOLOv789.4586.430.8636
    YOLOv7-CBAM98.9097.080.971
    Table 2. Comparison of quantitative results in object detection
    方法MOTA/%MOTP/%IDP/%IDR/%IDF1/%
    传统跟踪流程DeepSORT18.5918.8149.0741.6445.05
    改进SORT75.8818.1791.6279.6585.22
    改进SORT+SIFT76.3818.2492.2080.1585.75
    本文方法79.1516.1694.7882.1688.02
    Table 3. Comparison of quantitative results of different target tracking methods
    Jiajian CHEN, Yong LIU, Pengyu GUO, Lu CAO, Xinhui WANG, Ling MENG. Airport Aircraft Target Tracking Method Based on Joint Surveillance of Low Earth Orbit Satellites[J]. Spacecraft Recovery & Remote Sensing, 2024, 45(6): 70
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