Laser & Optoelectronics Progress, Volume. 60, Issue 16, 1628006(2023)

Infrared Small Target Detection Method Based on Weighted Patch Contrast

Hongkai Wu1,2、*, Keyan Dong2、**, Yansong Song2, Xiaona Dong2, and Ming Yuan2
Author Affiliations
  • 1College of Opto-Electronic Engineering, Changchun University of Technology, Changchun 130022, Jilin, China
  • 2Institute of Space Photoelectric Technology, Changchun University of Science and Technology, Changchun 130022, Jilin, China
  • show less
    References(16)

    [1] Deng L Z, Zhang J K, Xu G X et al. Infrared small target detection via adaptive M-estimator ring top-hat transformation[J]. Pattern Recognition, 112, 107729(2021).

    [2] Wang K W, Du S Y, Liu C X et al. Interior attention-aware network for infrared small target detection[J]. IEEE Transactions on Geoscience and Remote Sensing, 60, 1-13(2022).

    [3] Deng H, Sun X P, Liu M L et al. Entropy-based window selection for detecting dim and small infrared targets[J]. Pattern Recognition, 61, 66-77(2017).

    [4] Marvasti F S, Mosavi M R, Nasiri M. Flying small target detection in IR images based on adaptive toggle operator[J]. IET Computer Vision, 12, 527-534(2018).

    [5] Zhao J J, Tang Z Y, Yang J et al. Infrared small target detection using sparse representation[J]. Journal of Systems Engineering and Electronics, 22, 897-904(2011).

    [6] Li Y S, Zhang Y J. Robust infrared small target detection using local steering kernel reconstruction[J]. Pattern Recognition, 77, 113-125(2018).

    [7] 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, 52, 574-581(2014).

    [8] Wei Y T, You X G, Li H. Multiscale patch-based contrast measure for small infrared target detection[J]. Pattern Recognition, 58, 216-226(2016).

    [9] Moradi S, Moallem P, Sabahi M F. Fast and robust small infrared target detection using absolute directional mean difference algorithm[J]. Signal Processing, 177, 107727(2020).

    [10] Liu X W, Zuo Z R. A dim small infrared moving target detection algorithm based on improved three-dimensional directional filtering[M]. Tan T N, Ruan Q Q, Chen X L, et al. Advances in image and graphics technologies. Communications in computer and information science, 363, 102-108(2013).

    [11] Wu L, Ma Y, Fan F et al. A double-neighborhood gradient method for infrared small target detection[J]. IEEE Geoscience and Remote Sensing Letters, 18, 1476-1480(2021).

    [12] 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, 54, 4204-4214(2016).

    [13] Zhang X Y, Ding Q H, Luo H B et al. Infrared dim target detection algorithm based on improved LCM[J]. Infrared and Laser Engineering, 46, 0726002(2017).

    [14] Wang X X, Tang X M, Zhu X Y et al. Centroid extraction method of Gaofen-7 satellite footprint spots and stability monitoring[J]. Acta Optica Sinica, 41, 2428001(2021).

    [15] Gao C Q, Meng D Y, Yang Y et al. Infrared patch-image model for small target detection in a single image[J]. IEEE Transactions on Image Processing, 22, 4996-5009(2013).

    [16] Deng H, Sun X P, Zhou X. A multiscale fuzzy metric for detecting small infrared targets against chaotic cloudy/sea-sky backgrounds[J]. IEEE Transactions on Cybernetics, 49, 1694-1707(2019).

    Tools

    Get Citation

    Copy Citation Text

    Hongkai Wu, Keyan Dong, Yansong Song, Xiaona Dong, Ming Yuan. Infrared Small Target Detection Method Based on Weighted Patch Contrast[J]. Laser & Optoelectronics Progress, 2023, 60(16): 1628006

    Download Citation

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

    Category: Remote Sensing and Sensors

    Received: Jul. 18, 2022

    Accepted: Aug. 4, 2022

    Published Online: Aug. 18, 2023

    The Author Email: Wu Hongkai (wuhongkai1998@163.com), Dong Keyan (2417818472@qq.com)

    DOI:10.3788/LOP222118

    Topics