Infrared Technology, Volume. 47, Issue 7, 793(2025)

Infrared and Low Light Image Fusion Based on Edge-guided Filtering Enhancement and GWT

Zhichao SHENG, Haorun ZHANG, and He WANG
Author Affiliations
  • The 11th Research Institute of China Electronics Technology Group Corporation, Beijing 100015, China
  • show less
    References(15)

    [2] [2] LI S, KANG X, HU J. Image fusion with guided filtering[J].IEEE Transactions on Image Processing, 2013,22(7): 2864-2875.

    [3] [3] LI H, WU X J, Kittler J. MDLatLRR: a novel decomposition method for infrared and visible image fusion[J].IEEE Transactions on Image Processing, 2020,29: 4733-4746.

    [10] [10] ZHANG Q, SHEN X, XU L, et al. Rolling guidance filter[C]//Computer Vision–ECCV, 2014: 815-830.

    [11] [11] Sandryhaila A F, Moura J M. Big data analysis with signal processing on graphs: Representation and processing of massive data sets with irregular structure[J].IEEE Signal Processing Magazine, 2014,31: 80-90.

    [13] [13] MA J, ZHOU Z, WANG B, et al. Infrared and visible image fusion based on visual saliency map and weighted least square optimization[J].Infrared Physics & Technology, 2017,82: 8-17.

    [14] [14] ZHOU Z, DONG M, XIE X, et al. Fusion of infrared and visible images for night-vision context enhancement[J].Applied Optics, 2016,55(23): 6480-6489.

    [15] [15] Bavirisetti D P, Dhuli R. Two-scale image fusion of visible and infrared images using saliency detection[J].Infrared Physics & Technology, 2016,76: 52-64.

    [16] [16] LIU Y, LIU S, WANG Z. A general framework for image fusion based on multi-scale transform and sparse representation[J].Information Fusion, 2015,24: 147-164.

    [17] [17] Naidu V. Image fusion technique using multi-resolution singular value decomposition[J].Defence Science Journal, 2011,61(5): 479-484.

    [18] [18] LIU Y, LIU S, WAN Z. A general framework for image fusion based on multi-scale transform and sparse representation[J].Information Fusion, 2015,24: 147-164.

    [19] [19] MA J, CHEN C, LI C, et al. Infrared and visible image fusion via gradient transfer and total variation minimization[J].Information Fusion, 2016,31: 100-109.

    [20] [20] Bavirisetti D P, XIAO G, LIU G. Multi-sensor image fusion based on fourth order partial differential equations[C]//20thInternational Conference on Information Fusion.IEEE, 2017: 1-9.

    [21] [21] LIU Y, CHEN X, CHENG J, et al. Infrared and visible image fusion with convolutional neural networks[J].International Journal of Wavelets, Multiresolution and Information Processing, 2018,16(3): 1850018.

    [22] [22] Bavirisetti D P, Dhuli R. Fusion of infrared and visible sensor images based on anisotropic diffusion and karhunen-loeve transform[J].IEEE Sensors Journal, 2016,16(1): 203-209.

    [23] [23] ZHANG X, YE P, XIAO G. VIFB: A visible and infrared image fusion benchmark[C]//Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2020: 104-105.

    Tools

    Get Citation

    Copy Citation Text

    SHENG Zhichao, ZHANG Haorun, WANG He. Infrared and Low Light Image Fusion Based on Edge-guided Filtering Enhancement and GWT[J]. Infrared Technology, 2025, 47(7): 793

    Download Citation

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

    Category:

    Received: Jan. 30, 2024

    Accepted: Aug. 12, 2025

    Published Online: Aug. 12, 2025

    The Author Email:

    DOI:

    Topics