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Laser & Optoelectronics Progress, Volume. 59, Issue 12, 1210001(2022)

Infrared and Visible Image Fusion Method Based on Rolling Guidance Filter and Convolution Sparse Representation

Peipei Pei, Yanchun Yang*, Jianwu Dang, and Yangping Wang
Author Affiliations
  • School of Electronic and Information Engineering, Lanzhou Jiaotong University, Lanzhou 730070, Gansu , China
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    AbstractGet PDF(in Chinese)
    Figures&Tables (6)
    Equations (18)
    References (23)
    Cited By (6)
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    Figures & Tables(6)
    Basic framework of RGF

    Fig. 1. Basic framework of RGF

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    Block diagram of fusion method

    Fig. 2. Block diagram of fusion method

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    Infrared and visible source images

    Fig. 3. Infrared and visible source images

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    Fused results

    Fig. 4. Fused results

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    Objective eualuation index line charts

    Fig. 5. Objective eualuation index line charts

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    • Table 1. Objective evaluation index of fusion results of different source images obtained by different methods

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      Table 1. Objective evaluation index of fusion results of different source images obtained by different methods

      ImageIndexRGFBRGGSFIFCNNGFProposed method
      Image 1AG6.53713.26223.47933.54465.00659.3950
      STD34.579937.311223.27128.178131.645244.6081
      EN6.49916.79176.09236.00916.21076.7468
      SF18.859911.30419.523313.440915.371327.9188
      Cross-en2.74573.38454.04622.54513.85271.9400
      VIFF0.55160.64870.30020.53990.48930.7684
      Image 2AG2.89882.03702.44622.66471.81684.3801
      STD17.43419.843021.800317.692015.154627.6372
      EN5.47405.80825.76015.71955.33175.8868
      SF9.37406.60597.05458.21366.096414.2069
      Cross-en3.66475.10142.563.57404.40532.4476
      VIFF0.32610.17220.28970.45720.23580.5118
      Image 3AG7.62805.56905.43426.54035.615211.7243
      STD39.656633.933228.669331.76338.266950.2896
      EN7.23306.89886.82577.19917.06877.5864
      SF18.65713.578912.592516.546114.043629.2282
      Cross-en1.71222.16811.39391.51592.41150.9178
      VIFF0.31850.17740.22880.28870.25770.4736
      Image 4AG9.26085.56044.70076.12775.669914.0437
      STD30.655528.541921.785527.259327.468640.1952
      EN6.74716.63176.33586.52316.41907.1678
      SF23.638012.31449.657313.608114.469634.4475
      Cross-en0.17492.18960.94670.21930.29710.1983
      VIFF0.38600.22580.26260.29120.33850.5375
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    Peipei Pei, Yanchun Yang, Jianwu Dang, Yangping Wang. Infrared and Visible Image Fusion Method Based on Rolling Guidance Filter and Convolution Sparse Representation[J]. Laser & Optoelectronics Progress, 2022, 59(12): 1210001

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    Paper Information

    Category: Image Processing

    Received: Apr. 2, 2021

    Accepted: Jun. 2, 2021

    Published Online: May. 23, 2022

    The Author Email: Yanchun Yang (yangyanchun102@sina.com)

    DOI:10.3788/LOP202259.1210001

    Topics

    laser devices and laser physics
    Lasers and Laser Optics
    Laser physics
    laser manufacturing
    Instrumentation, Measurement and Metrology