Laser & Optoelectronics Progress, Volume. 62, Issue 6, 0637002(2025)

Cross-Fusion Transformer-Based Infrared and Visible Image Fusion Method

Haitao Yin* and Changsheng Zhou
Author Affiliations
  • College of Automation and College of Artificial Intelligence, Nanjing University of Posts and Telecommunications, Nanjing 210023, Jiangsu , China
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    References(36)

    [6] Zhang H, Han X N, Han H L et al. Two-scale image fusion of visible and infrared images based on guided filtering decomposition[J]. Infrared Technology, 45, 1216-1222(2023).

    [9] Pei P P, Yang Y C, Dang J W et al. Infrared and visible image fusion method based on rolling guidance filter and convolution sparse representation[J]. Laser & Optoelectronics Progress, 59, 1210001(2022).

    [15] Chen G Y, Wu X J, Xu T Y. Unsupervised infrared image and visible image fusion algorithm based on deep learning[J]. Laser & Optoelectronics Progress, 59, 0410010(2022).

    [28] Yang Y, Ren Z N, Li B C. Infrared and visible image fusion with convolutional neural network and Transformer[J]. Laser & Optoelectronics Progress, 60, 1610013(2023).

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    Haitao Yin, Changsheng Zhou. Cross-Fusion Transformer-Based Infrared and Visible Image Fusion Method[J]. Laser & Optoelectronics Progress, 2025, 62(6): 0637002

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    Paper Information

    Category: Digital Image Processing

    Received: Apr. 7, 2024

    Accepted: Aug. 1, 2024

    Published Online: Mar. 4, 2025

    The Author Email:

    DOI:10.3788/LOP241049

    CSTR:32186.14.LOP241049

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