Infrared and Laser Engineering, Volume. 49, Issue 5, 20200015(2020)

Multi-input fusion adversarial network for underwater image enhancement

Lin Sen1...2,3,*, Liu Shiben1, and Tang Yandong23 |Show fewer author(s)
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  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
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    References(15)

    [1] Haofeng Hu, Xiaobo Li, Tiegen Liu. The latest development of underwater image restoration technology based on polarization imaging. Infrared and Laser Engineering, 48, 0603006(2019).

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    [3] [3] Cameron Fabbri, Md Jahidul Islam, Junaed Sattar. Enhancing underwater imagery using generative adversarial wks[C]IEEE International Conference on Robotics Automation(ICRA), 2018: 71597165.

    [4] Yecai Guo, Hanyu Li, Peixian Zhuang. Under-water image enhancement using a multiscale dense generative adversarial network. IEEE Journal of Oceanic Engineering, -2911447(2019).

    [5] [5] Li Chuan, Michael W. Precomputed realtime texture synthesis with markovian generative adversarial wks[C]European Conference on Computer Vision Springer, 2016: 702716.

    [6] [6] Ye Xinchen, Xu Hongcan, Ji Ming, et al. Underwater image enhancement using stacked generative adversarial wks[C]Pacific Rim Conference on Multimedia, 2018: 514524.

    [7] Tianquan Liang, Xiaoyun Zhang, Peng Duan. Target detection of underwater strong scattering medium by improved dark channel method. Infrared and Laser Engineering, 49, 0203012(2020).

    [8] Kaiming He, Jian Sun, Fellow. Single image haze removal using dark channel prior. IEEE Transactions on Pattern Analysis & Machine Intelligence, 33, 2341-2353(2011).

    [9] Chunzhe Wang, Junshe An, Xiujie Jiang. Candidate region optimization algorithm based on convolutional neural network. Chinese Optics, 12, 1348-1361(2019).

    [10] [10] Long Jonathan, Shelhamer Evan, Darrell Trev. Fully convolutional wks f semantic segmentation[C] IEEE Conference on Computer Vision Pattern Recognition(CVPR), 2015, 34343440.

    [12] Panwang Pan, Yuan Fei, En Cheng. Underwater image de-scattering and enhancing using dehazenet and hwd. Journal of Marine Science and Technology, 26, 531-540(2018).

    [15] Chenggang Dai, Mingxing Lin, Zhen Wang. Color compensation based on bright channel and fusion for underwater image enhancement. Acta Optica Sinica, 38:1110003(2018).

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    Lin Sen, Liu Shiben, Tang Yandong. Multi-input fusion adversarial network for underwater image enhancement[J]. Infrared and Laser Engineering, 2020, 49(5): 20200015

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    Paper Information

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    Received: Feb. 14, 2020

    Accepted: Mar. 5, 2020

    Published Online: Sep. 22, 2020

    The Author Email: Sen Lin (lin_sen6@126.com)

    DOI:10.3788/irla20200015

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