• Laser & Optoelectronics Progress
  • Vol. 60, Issue 14, 1410002 (2023)
Guochun Liu1、*, Sheng Huang1, Guiming Wei1, Wei Zheng2, and Mingtao Li2
Author Affiliations
  • 1College of Aviation Engineering, Civil Aviation Flight University of China, Guanghan618307, Sichuan, China
  • 2National Space Science Center, Chinese Academy of Science, Beijing 100190, China
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    DOI: 10.3788/LOP222086 Cite this Article Set citation alerts
    Guochun Liu, Sheng Huang, Guiming Wei, Wei Zheng, Mingtao Li. Airport Bird Target Detection Based on Light Field Statistics[J]. Laser & Optoelectronics Progress, 2023, 60(14): 1410002 Copy Citation Text show less
    Flow chart of detection algorithm
    Fig. 1. Flow chart of detection algorithm
    Actual picture of camera
    Fig. 2. Actual picture of camera
    Bird shooting scene at airport
    Fig. 3. Bird shooting scene at airport
    Experiment matrix of light stability
    Fig. 4. Experiment matrix of light stability
    Results of bird detecting in summertime-strong light. (a) Original image of bird; (b) three frame differential method; (c) Vibe method; (d) proposed method
    Fig. 5. Results of bird detecting in summertime-strong light. (a) Original image of bird; (b) three frame differential method; (c) Vibe method; (d) proposed method
    Results of bird detecting in summertime-weak light. (a) Original image of bird; (b) three frame differential method; (c) Vibe method; (d) proposed method
    Fig. 6. Results of bird detecting in summertime-weak light. (a) Original image of bird; (b) three frame differential method; (c) Vibe method; (d) proposed method
    Results of bird detecting in wintertime-strong light. (a) Original image of bird; (b) three frame differential method; (c) Vibe method; (d) proposed method
    Fig. 7. Results of bird detecting in wintertime-strong light. (a) Original image of bird; (b) three frame differential method; (c) Vibe method; (d) proposed method
    Results of bird detecting in wintertime-weak light. (a) Original image of bird; (b) three frame differential method; (c) Vibe method; (d) proposed method
    Fig. 8. Results of bird detecting in wintertime-weak light. (a) Original image of bird; (b) three frame differential method; (c) Vibe method; (d) proposed method
    Testing environmentThree frame differential algorithmVibe algorithmProposed algorithm
    RprecisionRrecallRprecisionRrecallRprecisionRrecall
    A0.730.390.750.420.880.53
    B0.650.320.690.410.850.55
    C0.540.330.630.390.820.48
    D0.550.280.660.360.780.46
    Table 1. Comparison of quantitative evaluation
    Guochun Liu, Sheng Huang, Guiming Wei, Wei Zheng, Mingtao Li. Airport Bird Target Detection Based on Light Field Statistics[J]. Laser & Optoelectronics Progress, 2023, 60(14): 1410002
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