Chinese Journal of Liquid Crystals and Displays, Volume. 40, Issue 9, 1308(2025)

Aerial small target detection algorithm based on context collaborative perception

Luxia YANG1,2, Zekai LIU1,2, Hongrui ZHANG1,2、*, and Yongjie MA3
Author Affiliations
  • 1School of Computer Science and Technology, Taiyuan Normal University, Jinzhong 030619, China
  • 2Shanxi Provincial Key Laboratory of Intelligent Optimization Computing and Blockchain Technology, Jinzhong 030619, China
  • 3School of Physics and Electronic Engineering, Northwest Normal University, Lanzhou 730070, China
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    References(25)

    [3] LI Q, KAO Y Y, ZHANG Y et al. Review on object detection in UAV aerial images[J]. Journal of Graphics, 45, 1145-1164(2024).

    [4] GOU Y T, LI W B, DUAN X F. Road and bridge disease detection system based on UAV[J]. Bulletin of Surveying and Mapping, 141-146, 169(2022).

    [5] ZHAI Z Y, HAO R R, DONG S H. Review of reinforcement learning and deep reinforcement learning methods in large-scale intelligent traffic signal control[J]. Application Research of Computers, 41, 1618-1627(2024).

    [10] PAN W, WEI C, QIAN C Y et al. Improved YOLOv8s model for small object detection from perspective of drones[J]. Computer Engineering and Applications, 60, 142-150(2024).

    [21] ZHANG X, LIU C, YANG D G et al. RFAConv: innovating spatial attention and standard convolutional operation[J/OL](2023).

    [23] ZHANG H, ZHANG S J. Focaler-IoU: more focused intersection over union loss[J/OL](2024).

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    Luxia YANG, Zekai LIU, Hongrui ZHANG, Yongjie MA. Aerial small target detection algorithm based on context collaborative perception[J]. Chinese Journal of Liquid Crystals and Displays, 2025, 40(9): 1308

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    Paper Information

    Category:

    Received: Apr. 25, 2025

    Accepted: --

    Published Online: Sep. 25, 2025

    The Author Email: Hongrui ZHANG (zhanghongrui@tynu.edu.cn)

    DOI:10.37188/CJLCD.2025-0095

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