Chinese Journal of Liquid Crystals and Displays, Volume. 38, Issue 7, 933(2023)

Fusion of NSCT infrared and visible images based on improved FT saliency detection

Xian-tao WANG1,2 and Jin-yu ZHAO1、*
Author Affiliations
  • 1Changchun Institute of Optics,Fine Mechanics and Physics,Chinese Academy of Sciences,Changchun 130033,China
  • 2University of Chinese Academy of Sciences,Beijing 100049,China
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    Figures & Tables(15)
    NSCT decomposition frame diagram
    Comparison of infrared saliency map extraction results by different algorithms
    Overall frame diagram of infrared and visible image fusion
    Low frequency subbands fusion frame diagram
    High frequency subbands fusion frame diagram
    Objective evaluation results of 9 image
    Influence curves of the method in this paper under different parameters
    Source images used in the algorithm verification in this paper
    Processing results of “Camp” by different fusion algorithms
    Processing results of “House” by different fusion algorithms
    Processing results of “Trench” by different fusion algorithms
    Processing results of “Kaptein” by different fusion algorithms
    Objective quality evaluation results of different algorithms for “Camp”,“House”,“Ship” and “Jeep”.
    • Table 1. Source image used for experimental verification

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      Table 1. Source image used for experimental verification

      测试数据集
      可见图像
      红外图像
    • Table 2. Objective evaluation results of "Trench" and "Kaptein" by different algorithms

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      Table 2. Objective evaluation results of "Trench" and "Kaptein" by different algorithms

      地点指数DWT_avgDWT_WSMLNSCT_avgNSCT_WSMLNSCT_LC本文算法
      CampAG2.565 62.713 22.878 82.836 12.967 13.114 5
      IE6.273 36.596 06.423 26.752 16.946 17.114 6
      SF5.943 46.384 36.336 36.287 96.530 86.750 2
      MI0.481 90.772 40.460 30.733 00.843 01.021 4
      HouseAG5.524 45.777 86.297 16.345 36.447 56.505 7
      IE6.653 77.033 56.820 37.187 67.420 77.502 8
      SF11.331 111.960 812.378 912.521 912.682 712.749 6
      MI0.651 20.857 10.571 00.926 61.467 61.608 2
      TrenchAG4.791 94.849 75.190 45.232 75.314 95.363 0
      IE6.376 46.488 86.483 96.710 37.271 57.400 3
      SF13.124 013.197 114.281 214.412 214.468 314.525 6
      MI0.644 40.753 50.599 41.069 61.529 01.736 9
      KapteinAG3.996 34.246 24.229 74.260 94.383 94.584 2
      IE6.390 16.805 46.482 56.801 17.211 47.310 6
      SF10.208 510.825 610.587 010.720 610.889 311.170 5
      MI0.633 10.922 70.552 60.885 51.138 81.230 0
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    Xian-tao WANG, Jin-yu ZHAO. Fusion of NSCT infrared and visible images based on improved FT saliency detection[J]. Chinese Journal of Liquid Crystals and Displays, 2023, 38(7): 933

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    Paper Information

    Category: Research Articles

    Received: Sep. 1, 2022

    Accepted: --

    Published Online: Jul. 31, 2023

    The Author Email: Jin-yu ZHAO (zhaojy@ciomp.ac.cn)

    DOI:10.37188/CJLCD.2022-0286

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