An underwater image enhancement method based on local white balance

被引：4
|
作者：
Zhang, Huiqing [1 ]
Sun, Luyu [1 ]
Li, Donghao [1 ]
Li, Yueqing [1 ]
机构：
[1] Beijing Univ Technol, Fac Informat Technol, Engn Res Ctr Digital Community, Beijing, Peoples R China
来源：
2020 5TH INTERNATIONAL CONFERENCE ON MECHANICAL, CONTROL AND COMPUTER ENGINEERING (ICMCCE 2020) | 2020年
关键词：
underwater iamge; image enhancement; white ballance;
D O I：
10.1109/ICMCCE51767.2020.00447
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Underwater image enhancement is an important low-level task for marine industry. This paper proposed an underwater image enhancement method based on colour constancy theory. Compared with many existing researches, time and space complexity of the method proposed in this paper is low and our method achieves excellent performance. Firstly, we analyzed the underwater imaging model and distortion of underwater images. Then, by compensating the specific channel and local white balance, the linear transformation is performed on the images to restore distortion in the images. Finally, the results are obtained by stretching the histogram on RGB channel and intensity channel of images. Experiments show that our method has achieved excellent performance.
引用
收藏
页码：2055 / 2060
页数：6
相关论文
共 50 条
  • [1] Underwater Image Enhancement Based on Image Segmentation and Color Adaptation Transformation for White Balance
    Zhang Yuntao
    Liu Huiping
    Huang Yiming
    Jia Yu
    LASER & OPTOELECTRONICS PROGRESS, 2023, 60 (14)
  • [2] Underwater Image Enhancement Using White Balance, USM and CLHE
    Sanila, K. H.
    Balakrishnan, Arun A.
    Supriya, M. H.
    PROCEEDINGS OF THE 2019 INTERNATIONAL SYMPOSIUM ON OCEAN TECHNOLOGY (SYMPOL 2019), 2019, : 106 - 116
  • [3] Underwater image enhancement via color conversion and white balance-based fusion
    Xu, Hanning
    Mu, Pan
    Liu, Zheyuan
    Cheng, Shichao
    VISUAL COMPUTER, 2024, 40 (10): : 7185 - 7200
  • [4] Underwater Image Restoration Method Based on Scene Depth Estimation and White Balance
    Cai Chendong
    Huo Guanying
    Zhou Yan
    Han Hui
    LASER & OPTOELECTRONICS PROGRESS, 2019, 56 (03)
  • [5] Low-Illumination Underwater Image Enhancement Based on White Balance and Relative Total Variation
    Zhang Wei
    Guo Jichang
    LASER & OPTOELECTRONICS PROGRESS, 2020, 57 (12)
  • [6] Underwater image enhancement and restoration based on local fusion
    Gao, Yakun
    Wang, Jing
    Li, Haibin
    Feng, Lei
    JOURNAL OF ELECTRONIC IMAGING, 2019, 28 (04)
  • [7] Toward underwater image enhancement: new dataset and white balance priors-based fusion network
    Xu, Huipu
    Long, Xiangyang
    Yu, Ying
    Zhu, Daqing
    JOURNAL OF ELECTRONIC IMAGING, 2022, 31 (06)
  • [8] Denoising and Contrast Enhancement Fusion Based on White Balance for Underwater Images
    Wei, Chao
    Wang, Junfeng
    Chen, Guannan
    2019 INTERNATIONAL CONFERENCE ON IMAGE AND VIDEO PROCESSING, AND ARTIFICIAL INTELLIGENCE, 2019, 11321
  • [9] Color Balance and Fusion for Underwater Image Enhancement
    Ancuti, Codruta O.
    Ancuti, Cosmin
    De Vleeschouwer, Christophe
    Bekaert, Philippe
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 27 (01) : 379 - 393
  • [10] Model-Based Underwater Image Simulation and Learning-Based Underwater Image Enhancement Method
    Liu, Yidan
    Xu, Huiping
    Zhang, Bing
    Sun, Kelin
    Yang, Jingchuan
    Li, Bo
    Li, Chen
    Quan, Xiangqian
    INFORMATION, 2022, 13 (04)
12345