Laser Technology, Volume. 49, Issue 1, 67(2025)

Fusion of infrared and visible light images of power equipment based on Schatten-p LatLRR

SHI Wenyun1, REN Xiaoming1、*, and YAN Nannan2,3
Author Affiliations
  • 1School of Electrical Engineering, Shanghai University of Electrical Engineering, Shanghai 201306, China
  • 2Huadong Electric Power Experimental & Research Institute Co. Ltd., Shanghai 200437, China
  • 3Institute of Brain Intelligence Science and Technology, Fudan University, Shanghai 200433, China
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    References(7)

    [1] [1] TANG W, HE F, LIU Y, et al. DATFuse: Infrared and visible image fusion via dual attention transformer[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2023, 33(7): 3159-3172.

    [3] [3] SHREYAMSHA KUMAR B K. Image fusion based on pixel significance using cross bilateral filter[J]. Signal, Image and Video Processing, 2015, 9: 1193-1204.

    [4] [4] ZHOU Z, WANG B, LI S, et al. Perceptual fusion of infrared and visible images through a hybrid multi-scale decomposition with Gaussian and bilateral filters[J]. Information Fusion, 2016, 30: 15-26.

    [5] [5] 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.

    [6] [6] 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.

    [7] [7] LI H, WU X J. Infrared and visible image fusion using latent low-rank representation[EB/OL]. (2022-01-29) [2024-04-02]. https://doi.org/10.48550/arXiv.1804.08992.

    [8] [8] 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.

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    SHI Wenyun, REN Xiaoming, YAN Nannan. Fusion of infrared and visible light images of power equipment based on Schatten-p LatLRR[J]. Laser Technology, 2025, 49(1): 67

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    Paper Information

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    Received: Nov. 21, 2023

    Accepted: Feb. 18, 2025

    Published Online: Feb. 18, 2025

    The Author Email: REN Xiaoming (renxm@sdju.edu.cn)

    DOI:10.7510/jgjs.issn.1001-3806.2025.01.011

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