Infrared Technology, Volume. 46, Issue 11, 1286(2024)

Research on Infrared Small Target Detection Algorithm Based on Improved YOLOv8

Mingkai YUE, Kangnan QUAN, Cong ZHANG, and Ziqiang HAN
Author Affiliations
  • School of Equipment Engineering, Shenyang Ligong University, Liaoyang 110159, China
  • show less
    References(6)

    [2] [2] PENG H, ZHANG Y F, YANG S, et al. Battlefield image situational awareness application based on deep learning[J]. IEEE Intelligent Systems, 2020, 35(1): 36-43.

    [3] [3] CHEN C Y, LIU M Y, TUZEL O, et al. R-CNN for small object detection[C]//Proceeding of Asian Conference on Computer Vision, 2016, 10115: 214-230.

    [4] [4] PANG J M, CHEN K, SHI J P, et al. Libra R-CNN: towards balanced learning for object detection[J]. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019: 821-830.

    [14] [14] ZHANG Q L, YANG Y B. SA-Net: shuffle attention for deep convolutional neural networks[J]. IEEE International Conference on Acoustics, 2021, 30(1): 2235-2239.

    [16] [16] HAN Z Q, ZHANG C, FENG H Z, et al. PFFNET: a fast progressive feature fusion network for detecting drones in infrared images[J]. Drones, 2023, 7(7): 424.

    [17] [17] SHUANG J D, ZHANG B F, ZHANG B, et al. An improved bounding box regression loss function based on CIOU loss for multi-scale object detection[C]//IEEE 2nd International Conference on Pattern Recognition and Machine Learning (PRML), 2021: 92-98.

    Tools

    Get Citation

    Copy Citation Text

    YUE Mingkai, QUAN Kangnan, ZHANG Cong, HAN Ziqiang. Research on Infrared Small Target Detection Algorithm Based on Improved YOLOv8[J]. Infrared Technology, 2024, 46(11): 1286

    Download Citation

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

    Category:

    Received: Sep. 15, 2023

    Accepted: Jan. 10, 2025

    Published Online: Jan. 10, 2025

    The Author Email:

    DOI:

    CSTR:32186.14.

    Topics