Laser & Optoelectronics Progress, Volume. 60, Issue 14, 1410003(2023)

Underwater Image Enhancement Based on Image Segmentation and Color Adaptation Transformation for White Balance

Yuntao Zhang1, Huiping Liu1、*, Yiming Huang2, and Jia Yu1
Author Affiliations
  • 1College of Physics and Optoelectronic Engineering, Faculty of Information Science and Engineering, Ocean University of China, Qingdao 266100, Shandong, China
  • 2College of Optical Science and Engineering, Zhejiang University, Hangzhou 310027, Zhejiang, China
  • show less
    References(11)

    [1] Wei G Y Z, Chen S Y, Liu Y T et al. Survey of underwater image enhancement and restoration algorithms[J]. Application Research of Computers, 38, 2561-2569, 2589(2021).

    [2] Ancuti C O, Ancuti C, de Vleeschouwer C et al. Locally adaptive color correction for underwater image dehazing and matching[C], 997-1005(2017).

    [3] Zuiderveld K. Contrast limited adaptive histogram equalization[M]. Heckbert P S. Graphics gems, 474-485(1994).

    [4] He K M. Single image haze removal using dark channel prior[D](2011).

    [5] Drews P,, do Nascimento E, Moraes F et al. Transmission estimation in underwater single images[C], 825-830(2013).

    [6] Drews P L J, Nascimento E R, Botelho S S C et al. Underwater depth estimation and image restoration based on single images[J]. IEEE Computer Graphics and Applications, 36, 24-35(2016).

    [7] Berman D, Levy D, Avidan S et al. Underwater single image color restoration using haze-lines and a new quantitative dataset[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 43, 2822-2837(2021).

    [8] Wang C. Automatic image white balance technique[D](2012).

    [9] Dong X, Wang G, Pang Y et al. Fast efficient algorithm for enhancement of low lighting video[C](2011).

    [10] Yang M, Sowmya A. An underwater color image quality evaluation metric[J]. IEEE Transactions on Image Processing, 24, 6062-6071(2015).

    [11] Panetta K, Gao C, Agaian S. Human-visual-system-inspired underwater image quality measures[J]. IEEE Journal of Oceanic Engineering, 41, 541-551(2016).

    Tools

    Get Citation

    Copy Citation Text

    Yuntao Zhang, Huiping Liu, Yiming Huang, Jia Yu. Underwater Image Enhancement Based on Image Segmentation and Color Adaptation Transformation for White Balance[J]. Laser & Optoelectronics Progress, 2023, 60(14): 1410003

    Download Citation

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

    Category: Image Processing

    Received: Jun. 13, 2022

    Accepted: Aug. 20, 2022

    Published Online: Jul. 17, 2023

    The Author Email: Liu Huiping (liuhuiping@ouc.edu.cn)

    DOI:10.3788/LOP221820

    Topics