Laser & Infrared, Volume. 55, Issue 5, 789(2025)

Infrared dim small target detection method based on Yolov8

LI Xue-feng1,2, LI Ning1、*, WU Di1, YU Xiang-yue1, and GUO Yong-qiang1
Author Affiliations
  • 1Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130033, China
  • 2Daheng College, University of Chinese Academy of Sciences, Beijing 100049, China
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    References(10)

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    [7] [7] Liu W, Anguelov D, Erhan D, et al. SSD: single shot multibox detector[C]//Leibe B, Matas J, Sebe N. Computer Vision-ECCV 2016. Cham: Springer, 2016: 21-37.

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    [13] [13] Ding X H, Zhang Y Y, Ge Y X, et al. Unireplknet: a universal perception large-kernel convnet for audio, video, point cloud, time-series and image recognition[EB/OL]. (2023-11-27). https://arxiv.org/abs/2311.15599.

    [14] [14] Liu S, Qi L, Qin H F, et al. Path aggregation network for instance segmentation[C]//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Salt Lake City: CVF, 2018: 8759-8768.

    [15] [15] Wang Y X, Zhao L, Ma Y X. Multiscale YOLOv5-AFAM-based infrared dim-small-target detection[J]. Applied Sciences, 2023, 13(13): 7779.

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    LI Xue-feng, LI Ning, WU Di, YU Xiang-yue, GUO Yong-qiang. Infrared dim small target detection method based on Yolov8[J]. Laser & Infrared, 2025, 55(5): 789

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    Paper Information

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    Received: Jun. 24, 2024

    Accepted: Jul. 11, 2025

    Published Online: Jul. 11, 2025

    The Author Email: LI Ning (119124328@qq.com)

    DOI:10.3969/j.issn.1001-5078.2025.05.022

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