Spectroscopy and Spectral Analysis, Volume. 45, Issue 7, 2034(2025)

Infrared and Visible Image Fusion Based on Improved Latent Low-Rank and Unsharp Masks

FENG Zhun-ruo1, LI Yun-hong1、*, CHEN Wei-zhong1, SU Xue-ping1, CHEN Jin-ni1, LI Jia-peng1, LIU Huan1, and LI Shi-bo2
Author Affiliations
  • 1School of Electronic Information, Xi'an Polytechnic University, Xi'an 710048, China
  • 2School of Science, Xi'an Polytechnic University, Xi'an 710048, China
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    References(17)

    [2] [2] Xing J, Liu Y, Zhang G. Sensors, 2024, 24: 2759.

    [3] [3] Liu J, Zhou W, Zhang Y, et al. Optics and Lasers in Engineering, 2024, 179: 108260.

    [5] [5] Liu X, Huo H, Li J, et al. Information Fusion, 2024, 108: 102352.

    [6] [6] Wang L, Zhao P, Chu N, et al. IEEE Sensors Journal, 2022,22(19): 18815.

    [7] [7] Ma J, Ma Y, Li C. Information Fusion, 2019, 45: 153.

    [8] [8] Li G, Lin Y, Qu X. Information Fusion, 2021, 71: 109.

    [9] [9] Naidu V P S. Defence Science Journal, 2011, 61(5): 479.

    [10] [10] Ma J, Zhou Z, Wang B, et al. Infrared Physics & Technology, 2017, 82: 8.

    [12] [12] Liu G, Yan S. Latent Low-Rank Representation for Subspace Segmentation and Feature Extraction, International Conference on Computer Vision. IEEE, 2011: 1615.

    [13] [13] Al-Ameen Z, Al-Healy M A, Hazim R A. Journal of Soft Computing and Decision Support Systems, 2020, 7(1): 7.

    [14] [14] Wang W, Zhang J, Liu H, et al. Infrared Physics & Technology, 2023, 133: 104828.

    [15] [15] Toet A. Data in Brief, 2017, 15: 249.

    [16] [16] Liu J, Fan X, Huang Z, et al. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022: 5802 (arXiv. 2203.16220).

    [17] [17] Zhao Z, Xu S, Zhang C, et al. Signal Processing, 2020, 177: 107734.

    [18] [18] Pajares G, de la Cruz J M. Pattern Recognition, 2004, 37(9): 1855.

    [19] [19] You C Z, Palade V, Wu X J. Engineering Applications of Artificial Intelligence, 2019, 77: 117.

    [20] [20] Li H, Wu X J, Kittler J. IEEE Transactions on Image Processing, 2020, 29: 4733.

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    FENG Zhun-ruo, LI Yun-hong, CHEN Wei-zhong, SU Xue-ping, CHEN Jin-ni, LI Jia-peng, LIU Huan, LI Shi-bo. Infrared and Visible Image Fusion Based on Improved Latent Low-Rank and Unsharp Masks[J]. Spectroscopy and Spectral Analysis, 2025, 45(7): 2034

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    Paper Information

    Received: Oct. 30, 2024

    Accepted: Jul. 24, 2025

    Published Online: Jul. 24, 2025

    The Author Email: LI Yun-hong (hitliyunhong@163.com)

    DOI:10.3964/j.issn.1000-0593(2025)07-2034-11

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