• Laser & Optoelectronics Progress
  • Vol. 57, Issue 20, 201023 (2020)
Jiamin Gong, Aiping Liu*, Chen Zhang, Lihong Zhang, and Qianwen Hao
Author Affiliations
  • School of Communication and Information Engineering, Xi'an University of Posts and Telecommunications, Xi'an, Shaanxi 710121, China
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    DOI: 10.3788/LOP57.201023 Cite this Article Set citation alerts
    Jiamin Gong, Aiping Liu, Chen Zhang, Lihong Zhang, Qianwen Hao. Infrared and Visible Light Image Fusion Based on FCM and ADSCM[J]. Laser & Optoelectronics Progress, 2020, 57(20): 201023 Copy Citation Text show less
    Block diagram of proposed method
    Fig. 1. Block diagram of proposed method
    Decomposition framework of NSST
    Fig. 2. Decomposition framework of NSST
    Dual-channel spiking cortical model
    Fig. 3. Dual-channel spiking cortical model
    Fusion results of the first set of images. (a) Visible light image; (b) infrared image; (c) NSCT-PCNN fusion image; (d) NSST-SCM fusion image; (e) ADUPCNN fusion image; (f) fusion image of proposed method
    Fig. 4. Fusion results of the first set of images. (a) Visible light image; (b) infrared image; (c) NSCT-PCNN fusion image; (d) NSST-SCM fusion image; (e) ADUPCNN fusion image; (f) fusion image of proposed method
    Fusion results of the second set of images. (a) Visible light image; (b) infrared image; (c) NSCT-PCNN fusion image; (d) NSST-SCM fusion image; (e) ADUPCNN fusion image; (f) fusion image of proposed method
    Fig. 5. Fusion results of the second set of images. (a) Visible light image; (b) infrared image; (c) NSCT-PCNN fusion image; (d) NSST-SCM fusion image; (e) ADUPCNN fusion image; (f) fusion image of proposed method
    Enlargement of the second set of images. (a) NSST-PCNN; (b) NSST-SCM; (c) ADUPCNN; (d) proposed method
    Fig. 6. Enlargement of the second set of images. (a) NSST-PCNN; (b) NSST-SCM; (c) ADUPCNN; (d) proposed method
    Fusion results of the third set of images. (a) Visible light image; (b) infrared image; (c) NSCT-PCNN fusion image; (d) NSST-SCM fusion image; (e) ADUPCNN fusion image; (f) fusion image of proposed method
    Fig. 7. Fusion results of the third set of images. (a) Visible light image; (b) infrared image; (c) NSCT-PCNN fusion image; (d) NSST-SCM fusion image; (e) ADUPCNN fusion image; (f) fusion image of proposed method
    ImageAlgorithmSTDAGIEMIQAB/FSSIMTime /s
    NSCT-PCNN31.61425.28456.83891.77540.44780.5239263.925
    First set of imagesNSST-SCM39.99335.70507.16873.18770.45830.536163.936
    ADUPCNN33.53735.32796.93541.70600.44070.5111238.695
    Proposed method39.80785.70817.18512.75320.47290.510282.613
    NSCT-PCNN42.628610.13117.27362.00060.53600.4746184.089
    Second set of imagesNSST-SCM43.652910.41807.34252.70220.57040.500339.522
    ADUPCNN45.929110.46177.38482.18200.58080.4828165.743
    Proposed method43.996110.56627.35273.15820.62300.496462.758
    NSCT-PCNN33.91804.39816.68031.66600.56090.4225874.002
    Third set of imagesNSST-SCM35.17314.29486.78502.86730.53730.4282213.456
    ADUPCNN36.84524.52256.83462.33020.59900.4326830.067
    Proposed method36.42994.52816.76983.88170.66320.4728421.944
    Table 1. Objective evaluation results
    Jiamin Gong, Aiping Liu, Chen Zhang, Lihong Zhang, Qianwen Hao. Infrared and Visible Light Image Fusion Based on FCM and ADSCM[J]. Laser & Optoelectronics Progress, 2020, 57(20): 201023
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