Laser & Infrared, Volume. 55, Issue 7, 1093(2025)

Infrared small target detection method based on progressive feature interaction

QIAO Zhi-ping, LI Guo-dong, HUANG Cheng-zhang, and HUANG Jing-ying
Author Affiliations
  • China Electronics Technology Optoelectronics Co, Ltd, Beijing 100015, China
  • show less
    References(14)

    [1] [1] Deng H, Sun X P, Liu M L, et al. Small infrared target detection based on weighted local difference measure[J]. IEEE Transactions on Geoscience and Remote Sensing, 2016, 54(7): 4204-4214.

    [2] [2] Ma T L, Yang Z, Wang J Q, et al. Infrared small target detection network with generate label and feature mapping[J]. IEEE Geoscience and Remote Sensing Letters, 2022, 19: 1-5.

    [3] [3] Chen C L P, Li H, Wei Y T, et al. A local contrast method for small infrared target detection[J]. IEEE Transactions on Geoscience and Remote Sensing, 2014, 52(1): 574-581.

    [4] [4] Li B Y, Xiao C, Wang L G, et al. Dense nested attention network for infrared small target detection[J]. IEEE Transactions on Image Processing, 2023, 32: 1745-1758.

    [6] [6] Redmon J, Farhadi A. YOLOv3: an incremental improvement[DB/OL]. (2018-04-08). https://arxiv.org/abs/1804.02767.

    [7] [7] Dai Y M, Wu Y Q, Zhou F, et al. Attentional local contrast networks for infrared small target detection[J]. IEEE Transactions on Geoscience and Remote Sensing.2021, 59(11): 9813-9824.

    [8] [8] Han J H, Moradi S, Faramarzi I, et al. Infrared small target detection based on the weighted strengthened local contrast measure[J]. IEEE Geoscience and Remote Sensing Letters, 2021, 18(9): 1670-1674.

    [9] [9] Han J H, Moradi S, Faramarzi I, et al. A local contrast method for infrared small-target detection utilizing a tri-layer window[J]. IEEE Geoscience and Remote Sensing Letters, 2020, 17(10): 1822-1826.

    [10] [10] Zhang L D, Peng L B, Zhang T F, et al. Infrared small target detection via non-convex rank approximation minimization joint/2, 1 norm[J]. Remote Sensing, 2018, 10(11): 1821.

    [11] [11] Dai Y M, Wu Y Q. Reweighted infrared patch-tensor model with both nonlocal and local priors for single-frame small target detection[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017, 10(8): 3752-3767.

    [12] [12] Zhang L D, Peng Z M. Infrared small target detection based on partial sum of the tensor nuclear norm[J]. Remote Sensing, 2019, 11(4): 382.

    [13] [13] Sun Y, Yang J G, An W. Infrared dim and small target detection via multiple subspace learning and spatial-temporal patch-tensor model[J]. IEEE Transactions on Geoscience and Remote Sensing, 2021, 59(5): 3737-3752.

    [14] [14] Wang H, Zhou L P, Wang L, et al. Miss detection vs. false alarm: adversarial learning for small object segmentation in infrared images[C]//2019 IEEE/CVF International Conference on Computer Vision (ICCV). Seoul, Korea (South): IEEE, 2019: 8508-8517.

    [15] [15] Dai Y W, Wu Y Q, Zhou F, et al. Asymmetric contextual modulation for infrared small target detection[C]//Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). Waikoloa: CVF, 2021: 950-959.

    Tools

    Get Citation

    Copy Citation Text

    QIAO Zhi-ping, LI Guo-dong, HUANG Cheng-zhang, HUANG Jing-ying. Infrared small target detection method based on progressive feature interaction[J]. Laser & Infrared, 2025, 55(7): 1093

    Download Citation

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

    Category:

    Received: Dec. 13, 2024

    Accepted: Sep. 12, 2025

    Published Online: Sep. 12, 2025

    The Author Email:

    DOI:10.3969/j.issn.1001-5078.2025.07.013

    Topics