Laser & Optoelectronics Progress, Volume. 60, Issue 14, 1410002(2023)

Airport Bird Target Detection Based on Light Field Statistics

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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    References(21)

    [1] Liu G G, Yang Y M, Liu B et al. Prediction model of the bird strike risk in the airport sphere by using the artificial neural network[J]. Journal of Safety and Environment, 20, 416-422(2020).

    [2] Su X, Zhu X. Prevention and control of birdstrike[J]. Journal of Zhejiang Forestry College, 26, 903-908(2009).

    [3] Chen W S, Huang Y F, Chen X L et al. Development and applications of airport avian radar: review[J]. Acta Aeronautica et Astronautica Sinica, 43, 184-204(2022).

    [4] Chen X L, Nan Z, Zhang H et al. Experimental research on radar micro-Doppler of flying bird and rotor UAV[J]. Chinese Journal of Radio Science, 36, 704-714(2021).

    [5] Chen X L, Chen W S, Rao Y H et al. Progress and prospects of radar target detection and recognition technology for flying birds and unmanned aerial vehicles[J]. Journal of Radars, 9, 803-827(2020).

    [6] Verstraeten W W, Vermeulen B, Stuckens J et al. Webcams for bird detection and monitoring: a demonstration study[J]. Sensors, 10, 3480-3503(2010).

    [7] Poon W K, Wong C J, Abdullah K et al. Development of migratory birds population monitoring system using digital single reflex camera[C], 136-140(2011).

    [8] Takeki A, Trinh T T, Yoshihashi R et al. Combining deep features for object detection at various scales: finding small birds in landscape images[J]. IPSJ Transactions on Computer Vision and Applications, 8, 5(2016).

    [9] Lee S, Lee M R, Jeon H et al. Bird detection in agriculture environment using image processing and neural network[C], 1658-1663(2019).

    [10] Jo J, Park J, Han J et al. Dynamic bird detection using image processing and neural network[C], 210-214(2019).

    [11] Shi J L. Research on weak target detection and tracking algorithm in complex background[D](2019).

    [12] Deng S J, Wang H Y, Xu A et al. Target detection method based on antigrowth[J]. Acta Optica Sinica, 42, 0210002(2022).

    [13] Liu D, Zhang Y, Zhao Y et al. Multi-scale inshore ship detection based on feature re-focusing network[J]. Acta Optica Sinica, 41, 2215001(2021).

    [14] Zhao L, Yu X, Chen Y N et al. Object detection method based on generalized likelihood ratio tests method in photon images[J]. Acta Optica Sinica, 30, 91-96(2010).

    [15] Kou S F. Research on photon counting image technology based on APD[D](2010).

    [16] Li S R, Ge P. Photon counting integral imaging based on Lucy-Richardson algorithm[J]. Acta Optica Sinica, 41, 1710001(2021).

    [17] Deng H, Zheng W, Li M T et al. Dim moving target detection based on fluctuation analysis[J]. Optics and Precision Engineering, 28, 2517-2526(2020).

    [18] Liu J, Guo R C, Wang Y N. A Gaussian mixture Kalman filter algorithm of target detection[J]. Journal of Detection & Control, 44, 79-84(2022).

    [19] Liu F F. Study of the detection and recognition of indoor fall behavior based on video monitoring[D](2016).

    [20] Jiao B, Lü X F, Chen Y et al. Improved algorithm of adaptive Gaussian mixture model for real-time moving object detection[J]. Application Research of Computers, 30, 3518-3520(2013).

    [21] Bi G L, Xu Z J, Chen T et al. Complex background model and foreground detection based on random aggregation[J]. Acta Physica Sinica, 64, 150701(2015).

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    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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    Paper Information

    Category: Image Processing

    Received: Jul. 15, 2022

    Accepted: Aug. 20, 2022

    Published Online: Jul. 17, 2023

    The Author Email: Liu Guochun (liuguochun@cafuc.edu.cn)

    DOI:10.3788/LOP222086

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