Acta Photonica Sinica, Volume. 53, Issue 11, 1110001(2024)

Infrared Non-uniformity Correction Method Based on Scene-adaptive Directional Guided Filtering

Qin XIAO, Zhengzhou LI*, and Haiyi LIU
Author Affiliations
  • School of Microelectronics and Communication Engineering,Chongqing University,Chongqing 400044,China
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    Figures & Tables(12)
    Nonuniformity model for infrared detectors
    Infrared nonuniformity image
    Mean filtering and guided filtering results
    Image edge feature extraction results of different algorithms
    Results filtered by different guided filters
    The overall flow chart of the proposed algorithm
    Correction results of the proposed algorithm and DLS-NUC algorithm
    Comparison of correction results between the proposed algorithm and NN-NUC,MEA-NUC,GIF-NUC algorithms
    RMSE curve of each algorithm
    Roughness curve of each algorithm
    • Table 1. Different guided filtering results and real scene SSIM results

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      Table 1. Different guided filtering results and real scene SSIM results

      GIFWGIFSKWGIFLoGGIFProposed
      0.889 3120.893 0640.890 8060.871 1910.898 401
    • Table 2. The RMSE and roughness of correction results between the proposed algorithm and the DLS-NUC algorithm

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      Table 2. The RMSE and roughness of correction results between the proposed algorithm and the DLS-NUC algorithm

      IndexProposedDLS-NUC
      RMSE1.372 14.198 9
      Roughness0.017 30.080 6
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    Qin XIAO, Zhengzhou LI, Haiyi LIU. Infrared Non-uniformity Correction Method Based on Scene-adaptive Directional Guided Filtering[J]. Acta Photonica Sinica, 2024, 53(11): 1110001

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    Paper Information

    Category:

    Received: Apr. 28, 2024

    Accepted: Jul. 4, 2024

    Published Online: Jan. 8, 2025

    The Author Email: Zhengzhou LI (lizhengzhou@cqu.edu.cn)

    DOI:10.3788/gzxb20245311.1110001

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