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Acta Optica Sinica, Volume. 39, Issue 9, 0901002(2019)

Image Color Correction Based on Double Transmission Underwater Imaging Model

Guolin Wang1,2,3, Jiandong Tian1,2、*, and Pengyue Li1,2,4
Author Affiliations
  • 1 State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, Liaoning 110016, China
  • 2 Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang, Liaoning 110016, China
  • 3 University of Chinese Academy of Sciences, Beijing 100049, China
  • 4 Faculty of Robot Science and Engineering, Northeastern University, Shenyang, Liaoning 110819, China
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    AbstractGet PDF(in Chinese)
    Figures&Tables (9)
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    References (22)
    Cited By (9)
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    Figures & Tables(9)
    Underwater optical imaging system

    Fig. 1. Underwater optical imaging system

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    Image transmission. (a) Original images; (b) backscatter component transmission; (c) direct component transmission of R channel; (d) direct component transmission of G channel; (e) direct component transmission of B channel

    Fig. 2. Image transmission. (a) Original images; (b) backscatter component transmission; (c) direct component transmission of R channel; (d) direct component transmission of G channel; (e) direct component transmission of B channel

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    Algorithm flow

    Fig. 3. Algorithm flow

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    Color correction test. (a) Standard color checker; (b) original image; (c) method in Ref. [13]; (d) Fusion method; (e) RDCP method; (f) proposed method

    Fig. 4. Color correction test. (a) Standard color checker; (b) original image; (c) method in Ref. [13]; (d) Fusion method; (e) RDCP method; (f) proposed method

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    Comparison of pena color correction. (a) Original image; (b) method in Ref. [13]; (c) Fusion method; (d) RDCP method; (e) proposed method; (f) proposed method and sharpening method

    Fig. 5. Comparison of pena color correction. (a) Original image; (b) method in Ref. [13]; (c) Fusion method; (d) RDCP method; (e) proposed method; (f) proposed method and sharpening method

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    Comparison of coral color correction. (a) Original image; (b) method in Ref. [13]; (c) Fusion method; (d) RDCP method; (e) proposed method; (f) proposed method and sharpening method

    Fig. 6. Comparison of coral color correction. (a) Original image; (b) method in Ref. [13]; (c) Fusion method; (d) RDCP method; (e) proposed method; (f) proposed method and sharpening method

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    Comparison of fish color correction. (a) Original image; (b) method in Ref. [13]; (c) Fusion method; (d) RDCP method; (e) proposed method; (f) proposed method and sharpening method

    Fig. 7. Comparison of fish color correction. (a) Original image; (b) method in Ref. [13]; (c) Fusion method; (d) RDCP method; (e) proposed method; (f) proposed method and sharpening method

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    Comparison of underwater color correction. (a) Original image; (b) methods in Ref. [8] and Ref. [16]; (c) proposed method; (d) proposed method and sharpening method

    Fig. 8. Comparison of underwater color correction. (a) Original image; (b) methods in Ref. [8] and Ref. [16]; (c) proposed method; (d) proposed method and sharpening method

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    • Table 1. Quantitative comparison of processing methods

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      Table 1. Quantitative comparison of processing methods

      ImageMethodNIQEEntropyUCIQE
      Original image3.54687.69550.4498
      Method in Ref. [13]3.83087.84180.6283
      PenaFusion2.56367.90160.6276
      RDCP3.04226.84970.4996
      Proposed method2.96877.58140.6141
      Proposed method and sharpening method2.41297.75400.6380
      Original image5.25147.47960.5279
      Method in Ref. [13]5.26717.79470.5889
      CoralFusion4.76057.89540.6294
      RDCP5.42377.68560.5857
      Proposed method5.28067.82150.6272
      Proposed method and sharpening method4.72707.93510.6378
      Original image4.84317.42740.5120
      Method in Ref. [13]4.56067.64090.5270
      FishFusion2.82817.71440.5871
      RDCP3.02107.07270.5661
      Proposed method2.71407.10590.6177
      Proposed method and sharpening method2.76177.48060.6049
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    Guolin Wang, Jiandong Tian, Pengyue Li. Image Color Correction Based on Double Transmission Underwater Imaging Model[J]. Acta Optica Sinica, 2019, 39(9): 0901002

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    Paper Information

    Category: Atmospheric Optics and Oceanic Optics

    Received: Mar. 19, 2019

    Accepted: May. 23, 2019

    Published Online: Sep. 9, 2019

    The Author Email: Tian Jiandong (tianjd@sia.cn)

    DOI:10.3788/AOS201939.0901002

    Topics

    laser devices and laser physics
    Lasers and Laser Optics
    Laser physics
    laser manufacturing
    Instrumentation, Measurement and Metrology