Optics and Precision Engineering, Volume. 32, Issue 13, 2112(2024)

Underwater image enhancement using joint texture perception and color histogram features

Guoming YUAN*... Haijun LIU, Xiaoli LI, Ruilei ZHANG and Weifeng SHAN |Show fewer author(s)
Author Affiliations
  • Department of emergency management, Institute of Disaster Prevention, Sanhe065201, China
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    References(12)

    [1] [1] 王昊天, 刘庆省, 陈亮, 等. 改进的CycleGAN网络用于水下显微图像颜色校正[J]. 光学 精密工程, 2022, 30(12): 1499-1508. doi: 10.37188/OPE.20223012.1499WANGH T, LIUQ SH, CHENL, et al. Improved CycleGAN network for underwater microscopic image color correction[J]. Opt. Precision Eng., 2022, 30(12): 1499-1508.(in Chinese). doi: 10.37188/OPE.20223012.1499

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

    [3] W SONG, Y WANG, D M HUANG et al. Enhancement of underwater images with statistical model of background light and optimization of transmission map. IEEE Transactions on Broadcasting, 66, 153-169(2020).

    [4] X J LI, G J HOU, L TAN et al. A hybrid framework for underwater image enhancement. IEEE Access, 8, 197448-197462(2020).

    [5] [5] 胡振宇, 陈琦, 朱大奇. 基于颜色平衡和多尺度融合的水下图像增强[J]. 光学 精密工程, 2022, 30(17): 2133-2146. doi: 10.37188/OPE.20223017.2133HUZH Y, CHENQ, ZHUD Q. Underwater image enhancement based on color balance and multi-scale fusion[J]. Opt. Precision Eng., 2022, 30(17): 2133-2146.(in Chinese). doi: 10.37188/OPE.20223017.2133

    [6] S ANWAR, C LI, F PORKLI. Deep underwater image enhancement. arXiv preprint arXiv, 2018.

    [7] C Y LI, C L GUO, W Q REN et al. An underwater image enhancement benchmark dataset and beyond. IEEE Transactions on Image Processing(2019).

    [8] N WANG, Y B ZHOU, F HAN et al. UWGAN: underwater GAN for real-world underwater color restoration and dehazing. arXiv preprint arXiv, 10269(1912).

    [9] Z Y MA. A wavelet-based dual-stream network for underwater image enhancement, 23, 2769-2773(2022).

    [10] S B LIU, H J FAN, S LIN et al. Adaptive learning attention network for underwater image enhancement. IEEE Robotics and Automation Letters, 7, 5326-5333(2022).

    [11] T D REN, H Y XU, G Y JIANG et al. Reinforced swin-convs transformer for simultaneous underwater sensing scene image enhancement and super-resolution. IEEE Transactions on Geoscience and Remote Sensing, 60, 3205061(2022).

    [12] L T PENG, C L ZHU, L H BIAN. U-shape transformer for underwater image enhancement. IEEE Transactions on Image Processing, 32, 3066-3079(2023).

    CLP Journals

    [1] Tingting YAO, Zihao FENG, Hengxin ZHAO. Underwater image enhancement by integrating domain transfer and attention mechanisms[J]. Optics and Precision Engineering, 2025, 33(2): 298

    [2] Tingting YAO, Zihao FENG, Hengxin ZHAO. Underwater image enhancement by integrating domain transfer and attention mechanisms[J]. Optics and Precision Engineering, 2025, 33(2): 298

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    Guoming YUAN, Haijun LIU, Xiaoli LI, Ruilei ZHANG, Weifeng SHAN. Underwater image enhancement using joint texture perception and color histogram features[J]. Optics and Precision Engineering, 2024, 32(13): 2112

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    Paper Information

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    Received: Nov. 1, 2023

    Accepted: --

    Published Online: Aug. 28, 2024

    The Author Email: YUAN Guoming (scdyuan@126.com)

    DOI:10.37188/OPE.20243213.2112

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