Acta Photonica Sinica, Volume. 49, Issue 3, 0310003(2020)

Underwater Optical Image Enhancement Based on Dominant Feature Image Fusion

Sen LIN1,2,3, Kai-chen CHI1, Wen-tao LI2,3, and Yan-dong TANG2,3
Author Affiliations
  • 1School of Electronic and Information Engineering, Liaoning Technical University, Huludao, Liaoning 125105, China
  • 2State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China
  • 3Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang 110016, China
  • show less
    Figures & Tables(12)
    Comparison of experimental results
    Interpolation operation schematic
    Contrast image and color histogram of algorithm
    Contrast image and RGB three-channel histogram of algorithm
    Contrast image and RGB three-channel histogram of algorithm
    Relevant weight image
    Algorithm flow chart
    Color recovery experiment
    Experiment of different degree of color deviation
    Experiment of different turbidity
    Characteristic matching test image
    • Table 1. Evaluation of UCIQE index

      View table
      View in Article

      Table 1. Evaluation of UCIQE index

      No.Original imageUDCPCLAHEUGANDUIENetFusionProposed method
      10.419 00.507 60.483 20.491 60.440 20.526 10.698 1
      20.665 60.615 90.682 60.716 10.653 30.653 00.756 7
      30.511 30.630 10.565 20.644 00.521 60.590 60.705 9
      40.489 30.590 60.545 40.591 30.487 80.571 30.717 1
      50.419 80.558 50.510 40.503 40.510 00.582 60.681 0
      60.505 60.622 10.568 50.626 40.499 30.613 10.674 1
      70.368 30.500 50.406 80.543 80.369 40.620 20.723 1
      80.378 10.622 00.448 20.561 80.390 60.625 50.705 7
      Average value0.469 60.580 90.526 30.584 80.484 00.597 80.707 7
    Tools

    Get Citation

    Copy Citation Text

    Sen LIN, Kai-chen CHI, Wen-tao LI, Yan-dong TANG. Underwater Optical Image Enhancement Based on Dominant Feature Image Fusion[J]. Acta Photonica Sinica, 2020, 49(3): 0310003

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Image Processing

    Received: Sep. 24, 2019

    Accepted: Dec. 27, 2019

    Published Online: Apr. 24, 2020

    The Author Email:

    DOI:10.3788/gzxb20204903.0310003

    Topics