Infrared Technology, Volume. 45, Issue 2, 143(2023)

Infrared and Visible Image Fusion Based on Multi-scale and Attention Model

Linglin HUANG1, Qiang LI1,2、*, Jinzheng LU1, Xianzhen HE1, and Bo PENG1,2
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  • 2[in Chinese]
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    References(9)

    [8] [8] LI H, WU X, Durrani T S. Infrared and visible image fusion with ResNet and zero-phase component analysis[J]. Infrared Physics & Technology, 2019, 102: 103039.

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    [10] [10] Woo S, Park J, Lee J, et al. CBAM: Convolution-al Block Attention Module[C]//ECCV, 2018: 3-19.

    [11] [11] LI H, WU X J, Durrani T. NestFuse: an infrared and visible image fusion architecture based on nest connection and spatial/channel attention models [J]. IEEE Transactions on Instrumentation and Measurement, 2020, 12(69): 9645-9656.

    [13] [13] LIN T Y, Maire M, Belongie S, et al. Microsoft coco: common objects in context[C]//ECCV, 2014: 3-5.

    [14] [14] Toet A. TNO Image Fusion Dataset. figshare. Dataset[DB/OL]. https: //doi.org/ 10.6084/m9.figshare.1008029.v2, 2014.

    [15] [15] LI H, WU X J. DenseFuse: a fusion approach to infrared and visible images[J]. IEEE Trans. Image Process, 2019, 28(5): 2614-2623.

    [16] [16] Prabhakar K R, Srikar V S, Babu R V. DeepFuse: a deep unsuper-vised approach for exposure fusion with extreme exposure image pairs[C]//2017 IEEE International Conference on Computer Vision (ICCV), 2017: 4724-4732.

    [17] [17] 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.

    CLP Journals

    [1] CHONG Fating, DONG Zhangyu, YANG Xuezhi, ZENG Qingwang. SAR and Multispectral Image Fusion Based on Dual-channel Multi-scale Feature Extraction and Attention[J]. Infrared Technology, 2024, 46(1): 61

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    HUANG Linglin, LI Qiang, LU Jinzheng, HE Xianzhen, PENG Bo. Infrared and Visible Image Fusion Based on Multi-scale and Attention Model[J]. Infrared Technology, 2023, 45(2): 143

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    Paper Information

    Received: Feb. 25, 2021

    Accepted: --

    Published Online: Mar. 20, 2023

    The Author Email: Qiang LI (liqiangsir@swust.edu.cn)

    DOI:

    CSTR:32186.14.

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