• Acta Photonica Sinica
  • Vol. 50, Issue 2, 91 (2021)
Huien SHI, Xiyan SUN, Jianhua HUANG*, Yang BAI, and Kun TAO
Author Affiliations
  • Guilin University of Electronic Technology, School of Information and Communication, Guangxi Key Laboratory of Precision Navigation Technology and Application, Guilin, Guangxi541004, China
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    DOI: 10.3788/gzxb20215002.0210003 Cite this Article
    Huien SHI, Xiyan SUN, Jianhua HUANG, Yang BAI, Kun TAO. Dehazing Algorithm for Remote Sensing Image Optimization Based on Curvature Filtering[J]. Acta Photonica Sinica, 2021, 50(2): 91 Copy Citation Text show less
    Algorithm flow chart
    Fig. 1. Algorithm flow chart
    Algorithm implementation process key effect diagram
    Fig. 2. Algorithm implementation process key effect diagram
    Domain decomposition
    Fig. 3. Domain decomposition
    Transmission map refinement
    Fig. 4. Transmission map refinement
    Contrast map of mountainous area dehazing
    Fig. 5. Contrast map of mountainous area dehazing
    Contrast map of buildings dehazing
    Fig. 6. Contrast map of buildings dehazing
    Contrast map of cropland dehazing
    Fig. 7. Contrast map of cropland dehazing
    Contrast map of road dehazing
    Fig. 8. Contrast map of road dehazing
    Total energy change trend
    Fig. 9. Total energy change trend
    Image nameOriginal imageGC filtered
    Mountainous4.340 34.335 5
    Road4.475 24.395 3
    Forest4.408 44.388 0
    Building4.636 34.631 0
    Table 1. Changes of image energy after curvature filtering
    Image nameGCF dehazeNormal dehaze
    Mountainous6.267 s8.165 s
    Road35.229 s35.242 s
    Forest11.339 s9.886 s
    Building20.511 s18.728 s
    Table 2. Run time, iteration=30
    Image nameOriginal image/bitGC filtered/bit
    Mountainous6.261 86.399 0
    Road6.456 46.485 4
    Forest6.360 06.330 5
    Building6.688 86.695 5
    Table 3. Changes of information entropy after curvature filtering
    Image nameGCFOriginal
    Mountainous309 KB428 KB
    Road3.35 MB3.56 MB
    Forest370 KB509 KB
    Building472 KB1.33 MB
    Table 4. Memory size
    MethodPSNRRMSE
    DCP11.9465.29
    HE11.4168.85
    MSR10.8573.08
    DehazeNet12.5160.70
    Proposed14.3448.91
    Table 5. PSRN and RMSE mean value
    MethodAverage GradientSSIM
    DCP13.662 50.526 0
    HE10.520 00.566 5
    MSR8.846 10.564 0
    DehazeNet12.517 60.525 2
    Proposed16.064 00.788 6
    Table 6. Average Gradient and SSIM
    Huien SHI, Xiyan SUN, Jianhua HUANG, Yang BAI, Kun TAO. Dehazing Algorithm for Remote Sensing Image Optimization Based on Curvature Filtering[J]. Acta Photonica Sinica, 2021, 50(2): 91
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