Spectroscopy and Spectral Analysis, Volume. 42, Issue 10, 3275(2022)

Improved YOLOv4 Remote Sensing Image Detection Method of Ground Objects Along Railway

Yang-ping WANG*, Shu-mei HAN1; *;, Jing-yu YANG1; 2;, Jian-wu DANG1; 2;, and Zhan-ping ZHANG1;
Author Affiliations
  • 1. School of Electronic and Information Engineering, Lanzhou Jiaotong University, Lanzhou 730070, China
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    References(9)

    [2] Argyriou V, Konstantinidis D, Stathaki T et al[D]. Computer Networks, 168, 107034(2020).

    [3] Diao W, Sun X, Wang P et al[D]. IEEE Transactions on Geoscience and Remote Sensing, 58, 3377(2019).

    [4] Wu Y, Xu D[D]. Remote Sensing, 13, 1311(2021).

    [5] Lei L, Li M, Zhang Z et al[D]. Sensors, 20, 4938(2020).

    [6] Bochkovskiy A, Liao H Y M, Wang C Y[D]. YOLOv4: Optinal Spped and Accuracy of Object Detection, arXiv:, 10934, 2020(2004).

    [7] Ji Meiqi, Li Sitong, Yin Fulian et al[D]. Applied Intelligence, 52, 19(2022).

    [9] Deng L, Li H, Yang C et al[D]. IEEE Access, 16692, 16706(2021).

    [10] Liu T, Liu Y, Zhang Z et al[D]. IEEE Geoscience and Remote Sensing Letters, 17, 1884(2019).

    [11] Chen L, Deng D, Shi W[D]. Remote Sensing, 13, 660(2021).

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    Yang-ping WANG, Shu-mei HAN, Jing-yu YANG, Jian-wu DANG, Zhan-ping ZHANG. Improved YOLOv4 Remote Sensing Image Detection Method of Ground Objects Along Railway[J]. Spectroscopy and Spectral Analysis, 2022, 42(10): 3275

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    Paper Information

    Category: Research Articles

    Received: Aug. 23, 2021

    Accepted: Mar. 1, 2022

    Published Online: Nov. 23, 2022

    The Author Email: Yang-ping WANG (1328396793@qq.com)

    DOI:10.3964/j.issn.1000-0593(2022)10-3275-08

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