Journal of Optoelectronics · Laser, Volume. 33, Issue 4, 373(2022)

Underwater image enhancement method combining multi-channel equalization and multi-scale fusion

JIANG Liangwei1, QUAN Haiyan1, and QIAN Junbing2、*
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
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    References(14)

    [2] [2] FU X, ZHUANG P, YUE H, et al. A retinex-based enhancing approach for single underwater image[C]//2014 IEEE International Conference on Image Processing,October 27-30,2014,Paris,France.New York:IEEE,2015.

    [3] [3] FU X, FAN Z, MEI L, et al. Two-step approach for single underwater image enhancement[C]// 2017 International Symposium on Intelligent Signal Processing and Communication Systems,November 6-9,2017,Xiamen,China.New York:IEEE, 2017.

    [4] [4] ANCUTI C O,ANCUTI C,VLEESCHOUWER C D,et al.Color balance and fusion for underwater image enhancement[J].IEEE Transactions on Image Processing,2017,27(99):379-393.

    [5] [5] EMBERTON S,CHITTKA L,CAVALLARO A.Underwater image and video dehazing with pure haze region segmentation[J].Computer Vision and Image Understanding,2018,168:145156.

    [6] [6] DREWS P,NASCIMENTO E R,BOTELHO S,et al.Underwater depth estimation and image restoration based on single images[J].IEEE Computer Graphics and Applications,2016,36(2):24-35.

    [7] [7] LEE H S,MOON S W,EOM I K.Underwater image enhancement using successive color correction and superpixel dark channel prior[J].Symmetry,2020,12(8):1220.

    [9] [9] HUANG Y,LIU M,YUAN F.Color correction and restoration based on multi-scale recursive network for underwater optical image[J].Signal Processing:Image Communication,2021,93.

    [10] [10] AKKAYNAK D, TREIBITZ T. Sea-thru:A method for removing water from underwater images[C]//IEEE/CVF Conference on Computer Vision and Pattern Recognition,June 15-20,2019,Long Beach,CA,USA.New York:IEEE,2019:1682-1691.

    [14] [14] WANG Q,FU X,ZHANG X P,et al.A fusion-based method for single backlit image enhancement[C]//2016 IEEE International Conference on Imag Processing,September 25-28,2016,Phoenix,AZ,USA.New York:IEEE,2016.

    [15] [15] MARQURS T P,ALBU A B.L^2UWE:a framework for the efficient enhancement of low-light underwater images using local contrast and multi-scale fusion[C]//IEEE/CVF Conference on Computer Vision and Pattern Recognition,June 13-19,2020,Seattle,WA,USA.New York:IEEE,2020:538-539.

    [16] [16] DENG G.A generalized unsharp masking algorithm[J].IEEE Transactions on Image Processing:a Publication of the IEEE Signal Proc essing Society,2011,20(5):1249-61.

    [17] [17] SHI Z,FENG Y,ZHAO M,et al.Normalised gamma transformation-based contrast-limited adaptive histogram equalisation with colour correction for sand-dust image enhancement[J].IET Image Processing,2020,14(4).

    [19] [19] CHIANG J Y,CHEN Y C.Underwater image enhancement by wavelength compensation and dehazing[J].IEEE Transactions on Image Processing,2012,21(4):1756-1769.

    [20] [20] MIAO,YANG,ARCOT,et al.An underwater color image quality evaluation metric[J].IEEE Transactions on Image Processing:A Publication of the IEEE Signal Processing Society,2015.

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    JIANG Liangwei, QUAN Haiyan, QIAN Junbing. Underwater image enhancement method combining multi-channel equalization and multi-scale fusion[J]. Journal of Optoelectronics · Laser, 2022, 33(4): 373

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    Paper Information

    Received: Sep. 1, 2021

    Accepted: --

    Published Online: Oct. 9, 2024

    The Author Email: QIAN Junbing (1226160701@qq.com)

    DOI:10.16136/j.joel.2022.04.0617

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