• Acta Photonica Sinica
  • Vol. 52, Issue 4, 0428003 (2023)
Bin ZUO1, Qiang XU2, Ran PANG2, Jinlong XIE2, Yuwei ZHAI2, and Fang GAO2、*
Author Affiliations
  • 1Beijing Institute of Remote Sensing Information, Beijing 100192, China
  • 2Changguang Satellite Technology Co., Ltd., Changchun 130000, China
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    DOI: 10.3788/gzxb20235204.0428003 Cite this Article
    Bin ZUO, Qiang XU, Ran PANG, Jinlong XIE, Yuwei ZHAI, Fang GAO. Block Image Enhancement Method Based on Global Adaptive Processing[J]. Acta Photonica Sinica, 2023, 52(4): 0428003 Copy Citation Text show less
    The framework of the algorithm
    Fig. 1. The framework of the algorithm
    Dividing the original image into image blocks
    Fig. 2. Dividing the original image into image blocks
    The locally stretched image
    Fig. 3. The locally stretched image
    One wide-histogram-body-class image and its grayscale histogram
    Fig. 4. One wide-histogram-body-class image and its grayscale histogram
    One narrow-histogram-body-class image and its grayscale histogram
    Fig. 5. One narrow-histogram-body-class image and its grayscale histogram
    The block enhanced image and noise block distribution obtained by adjacent block identification
    Fig. 6. The block enhanced image and noise block distribution obtained by adjacent block identification
    Comparison of enhanced effects of the port image by different methods
    Fig. 7. Comparison of enhanced effects of the port image by different methods
    Comparison of enhanced effects of the sea surface image by different methods
    Fig. 8. Comparison of enhanced effects of the sea surface image by different methods
    Comparison of enhanced effects of the cloud image by different methods
    Fig. 9. Comparison of enhanced effects of the cloud image by different methods
    ImageEvaluation indexPOSHEIPRHCLAHEAHPBCDEBTHEProposed
    PortMSE3 368.47988.95927.30925.65759.50125.80
    PSNR12.8618.1818.4618.4719.3327.13
    SSIM0.760.770.730.790.890.98
    SeaMSE36 630.80203.731 346.261 185.171 492.390.11
    PSNR2.4925.0416.8417.3916.3957.89
    SSIM0.160.970.610.860.841.00
    CloudMSE1 367.733 173.431 267.763 266.281 596.82308.19
    PSNR16.7713.1217.1012.9916.1023.24
    SSIM0.880.570.840.630.830.96
    Table 1. Comparison of enhancement evaluation index of different methods
    Image enhancement methodsRunning time/s
    POSHE0.69
    IPRH68.43
    CLAHE2.75
    AHPBC150.78
    DEBTHE0.16
    Proposed0.14
    Table 2. The running average time of different methods
    Bin ZUO, Qiang XU, Ran PANG, Jinlong XIE, Yuwei ZHAI, Fang GAO. Block Image Enhancement Method Based on Global Adaptive Processing[J]. Acta Photonica Sinica, 2023, 52(4): 0428003
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