Laser & Optoelectronics Progress, Volume. 62, Issue 14, 1401003(2025)

Underwater Image Enhancement Algorithm Using Color Correction and Attention Mechanism

Ziqian Peng1,2, Zhiyuan Cheng1,3、*, and Jiahao Hu1,2
Author Affiliations
  • 1Photoelectric Tracking and Measurement Technology Laboratory, Xi'an Institute of Optics and Precision Mechanics of Chinese Academy of Sciences, Xi'an 710119, Shaanxi , China
  • 2University of Chinese Academy of Sciences, Beijing 100049, China
  • 3Key Laboratory of Space Precision Measurement Technology, Chinese Academy of Sciences, Xi'an 710119, Shaanxi , China
  • show less
    References(34)

    [1] Hu H F, Fei X T, Shen L H et al. Underwater image recovery under the nonuniform optical field based on polarimetric imaging[J]. Acta Optica Sinica, 45, 0629001(2025).

    [7] Tao Y, Tan H, Zhou L Q. ULCF-Net: an underwater low-illumination image enhancement algorithm based on a cross-scale structure and color fusion[J]. Laser & Optoelectronics Progress, 62, 0237011(2025).

    [9] Liu H D, Han Y L, Li X B et al. Polarization information restoration of underwater images based on deep neural network[J]. Acta Optica Sinica, 44, 1201006(2024).

    [10] Wang Y, Fan H J, Liu S B et al. Underwater image enhancement based on multi-scale attention and contrast learning[J]. Laser & Optoelectronics Progress, 61, 0437008(2024).

    [12] Hu Y. Research on underwater image restoration[D](2019).

    [16] Pizer S M, Johnston R E, Ericksen J P et al. Contrast-limited adaptive histogram equalization: speed and effectiveness[C, 337-345(2002).

    [18] Iqbal K, Salam R A, Osman A et al. Underwater image enhancement using an integrated colour model[J]. IAENG International Journal of Computer Science, 34, 239(2007).

    Tools

    Get Citation

    Copy Citation Text

    Ziqian Peng, Zhiyuan Cheng, Jiahao Hu. Underwater Image Enhancement Algorithm Using Color Correction and Attention Mechanism[J]. Laser & Optoelectronics Progress, 2025, 62(14): 1401003

    Download Citation

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

    Category: Atmospheric Optics and Oceanic Optics

    Received: Nov. 12, 2024

    Accepted: Feb. 7, 2025

    Published Online: Jul. 16, 2025

    The Author Email: Zhiyuan Cheng (czy@opt.ac.cn)

    DOI:10.3788/LOP242255

    CSTR:32186.14.LOP242255

    Topics