Laser & Optoelectronics Progress, Volume. 59, Issue 17, 1733001(2022)

Construction of Video Quality Assessment Dataset for Deep-Sea Exploration

Wei Song1... Xiaochen Liu1,*, Dongmei Huang1,2,**, Kelin Sun3 and Bing Zhang3 |Show fewer author(s)
Author Affiliations
  • 1College of Information, Shanghai Ocean University, Shanghai 201306, China
  • 2Shanghai University of Electric Power, Shanghai 201306, China
  • 3Institute of Deep-Sea Science and Engineering, Chinese Academy of Sciences, Sanya 572000, Hainan , China
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    References(27)

    [1] Quan X Q, Chen X Z, Quan Y Q et al. Analysis and research progress of deep-sea optical illumination and imaging system[J]. Chinese Optics, 11, 153-165(2018).

    [5] Deng X Y, Wang H G, Zhang Y Q. Deep sea image enhancement method based on the active illumination[J]. Acta Photonica Sinica, 49, 0310001(2020).

    [6] Song W, Liu S M, Huang D M et al. Non-reference underwater video quality assessment method for small size samples[J]. Journal of Image and Graphics, 25, 1787-1799(2020).

    [14] Dai C G, Lin M X, Wang Z et al. Color compensation based on bright channel and fusion for underwater image enhancement[J]. Acta Optica Sinica, 38, 1110003(2018).

    [15] Qian L J, Jin H H, Fan Z G et al. Underwater image restoration method suppressing interference of light source in field of view[J]. Acta Optica Sinica, 41, 1801001(2021).

    [16] Song W, Xing J J, Du Y L et al. Underwater image enhancement based on generative adversarial network with preprocessed image penalty[J]. Laser & Optoelectronics Progress, 58, 1210024(2021).

    [19] Jian M Z, Li D, Zhang J Q. Underwater image restoration based on non-uniform incident light imaging model[J]. Acta Optica Sinica, 41, 1501003(2021).

    [24] Guo J C, Li C Y, Zhang Y et al. Quality assessment method for underwater images[J]. Journal of Image and Graphics, 22, 1-8(2017).

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    Wei Song, Xiaochen Liu, Dongmei Huang, Kelin Sun, Bing Zhang. Construction of Video Quality Assessment Dataset for Deep-Sea Exploration[J]. Laser & Optoelectronics Progress, 2022, 59(17): 1733001

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    Paper Information

    Category: Vision, Color, and Visual Optics

    Received: Nov. 9, 2021

    Accepted: Dec. 27, 2021

    Published Online: Aug. 25, 2022

    The Author Email: Xiaochen Liu (xiaochenliu96@163.com), Dongmei Huang (dmhuang@shou.edu.cn.com)

    DOI:10.3788/LOP202259.1733001

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