Laser & Optoelectronics Progress, Volume. 62, Issue 8, 0815002(2025)

Lightweight Small Object Detection Algorithm Based on STD-DETR

Zeyu Yin1,*... Bo Yang2, Jinling Chen1, Chuangchuang Zhu1, Hongli Chen3 and Jin Tao1 |Show fewer author(s)
Author Affiliations
  • 1School of Electrical Engineering and Information, Southwest Petroleum University, Chengdu 610500, Sichuan , China
  • 2State Grid Sichuan Information & Telecommunication Company, Chengdu 610095, Sichuan , China
  • 3Petroleum Engineering School, Southwest Petroleum University, Chengdu 610500, Sichuan , China
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    References(34)

    [4] Li H Y, Xu B Q, Zhang Z Y et al. Small target detection in remote sensing images based on global context information[J]. Acta Optica Sinica, 44, 2428004(2024).

    [6] He Q, Shen H. Strip object detection method for multiscale optical remote sensing images without anchors[J]. Laser & Optoelectronics Progress, 62, 0428002(2025).

    [13] Zhang R F, Du Y T, Cheng X H. Algorithm for small target detection from an unmanned aerial vehicle view[J]. Laser & Optoelectronics Progress, 62, 0437002(2025).

    [33] Nie Y, Lai H C, Gao G X. Improved small target detection and tracking with YOLOv7+Bytetrack[J]. Computer Engineering and Applications, 60, 189-202(2024).

    [34] Li Y C, Shi W Y, Feng C. Lightweight YOLOv8 detection algorithm for small object detection in UAV aerial photography[J]. Computer Engineering and Applications, 60, 167-178(2024).

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    Zeyu Yin, Bo Yang, Jinling Chen, Chuangchuang Zhu, Hongli Chen, Jin Tao. Lightweight Small Object Detection Algorithm Based on STD-DETR[J]. Laser & Optoelectronics Progress, 2025, 62(8): 0815002

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    Paper Information

    Category: Machine Vision

    Received: Aug. 15, 2024

    Accepted: Sep. 23, 2024

    Published Online: Mar. 24, 2025

    The Author Email:

    DOI:10.3788/LOP241849

    CSTR:32186.14.LOP241849

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