Acta Photonica Sinica, Volume. 52, Issue 4, 0428003(2023)

Block Image Enhancement Method Based on Global Adaptive Processing

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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    Figures & Tables(11)
    The framework of the algorithm
    Dividing the original image into image blocks
    The locally stretched image
    One wide-histogram-body-class image and its grayscale histogram
    One narrow-histogram-body-class image and its grayscale histogram
    The block enhanced image and noise block distribution obtained by adjacent block identification
    Comparison of enhanced effects of the port image by different methods
    Comparison of enhanced effects of the sea surface image by different methods
    Comparison of enhanced effects of the cloud image by different methods
    • Table 1. Comparison of enhancement evaluation index of different methods

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      Table 1. Comparison of enhancement evaluation index of 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 2. The running average time of different methods

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      Table 2. The running average time of different methods

      Image enhancement methodsRunning time/s
      POSHE0.69
      IPRH68.43
      CLAHE2.75
      AHPBC150.78
      DEBTHE0.16
      Proposed0.14
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    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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    Paper Information

    Category: Remote Sensing and Sensors

    Received: Nov. 6, 2022

    Accepted: Jan. 5, 2023

    Published Online: Jun. 21, 2023

    The Author Email: Fang GAO (gaofang@163.com)

    DOI:10.3788/gzxb20235204.0428003

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