Laser & Optoelectronics Progress, Volume. 62, Issue 4, 0437002(2025)

Algorithm for Small Target Detection from an Unmanned Aerial Vehicle View

Ruifang Zhang1,2、*, Yiting Du2, and Xiaohui Cheng3
Author Affiliations
  • 1Key Laboratory of Advanced Manufacturing and Automation Technology, Guilin University of Technology, Guilin 541006, Guangxi , China
  • 2College of Mechanical and Control Engineering, Guilin University of Technology, Guilin 541006, Guangxi , China
  • 3College of Information Science and Engineering, Guilin University of Technology, Guilin 541006, Guangxi , China
  • show less
    References(25)

    [1] Fan Q Q, Shi Z F, Kong F Net al. Lightweight feature fusion network for object detection in aerial photography images[J]. Laser & Optoelectronics Progress, 60, 1010027(2023).

    [5] Shi S S, Chen Y Q, Wang Y Jet al. Aircraft-bunker detection method based on deep learning in high-resolution remote-sensing images[J]. Laser & Optoelectronics Progress, 61, 0428009(2024).

    [17] Yu A Z, Wei W W, Wang P et al. Small target detection algorithm for UAV based on patch-wise co-attention[J]. Acta Aeronautica et Astronautica Sinica, 45, 1-11(2024).

    [18] Peng Y F, Zhao T, Chen Y Ket al. UAV small object detection algorithm based on context information and feature refinement[J]. Computer Engineering and Applications, 60, 183-190(2024).

    [19] Liang X M, Jia Z H, Yu H Fet al. UAV image object detection algorithm based on improved YOLOv7[J]. Radio Engineering, 54, 937-946(2024).

    Tools

    Get Citation

    Copy Citation Text

    Ruifang Zhang, Yiting Du, Xiaohui Cheng. Algorithm for Small Target Detection from an Unmanned Aerial Vehicle View[J]. Laser & Optoelectronics Progress, 2025, 62(4): 0437002

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Digital Image Processing

    Received: Apr. 22, 2024

    Accepted: Jun. 17, 2024

    Published Online: Feb. 10, 2025

    The Author Email:

    DOI:10.3788/LOP241149

    CSTR:32186.14.LOP241149

    Topics