Infrared and Laser Engineering, Volume. 51, Issue 9, 20210919(2022)

Depth-rectified statistical scattering modeling for deep-sea video descattering

Yihui Fan1, Xin Jin1, Rujia Deng1, Jiayu Xie1, Kelin Sun2, Jingchuan Yang2, and Bing Zhang2
Author Affiliations
  • 1Shenzhen Key Laboratory of Broadband Network and Multimedia,Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, China
  • 2Deep Sea Video Technology Laboratory, Institute of Deep-sea Science and Engineering, Chinese Academy of Sciences, Sanya 572000, China
  • show less
    References(19)

    [1] Y Huang, Y He, S Hu, et al. Extracting sea water depth by image processing of ocean lidar. Infrared and Laser Engineering, 50, 20211034(2021).

    [2] Q Liu, C Liu, X Zhu, et al. Analysis of the optimal operating wavelength of spaceborne oceanic lidar. Chinese Optics, 13, 148-155(2020).

    [3] T Lu, K Zhang, Z Wu, et al. Propagation propertie (in Chinese)s of elliptical vortex beams in turbulent ocean. Chinese Optics, 13, 323-332(2020).

    [4] X Wang, H Zhao, Y Zhou, et al. Characteristics of jellyfish in the Yellow Sea detected by polarized oceanic lidar. Infrared and Laser Engineering, 50, 20211038(2021).

    [5] J Chu, Zhang P, Chen H, et al. De-scattering method of underwater image based on imaging of specific polarization state. Opt Precision Eng, 29, 1207-1215(2021).

    [6] R Zhang, J Shao, Z Nie, et al. Underwater long-distance imaging method based on combination of short coherent illumination and polarization. Opt Precision Eng, 28, 1485-1493(2020).

    [7] Y Zhao, H Dai, L Shen, et al. Review of underwater polarization clear imaging methods. Infrared and Laser Engineering, 49, 20190574(2020).

    [8] [8] Zuiderveld K. Contrast limited adaptive histogram equalization[M]Graphics Gems, VIII.5. New Yk: ACM Press, 1994: 474485.

    [9] M Li, J Liu, W Yang, et al. Structure-revealing low-light image enhancement via robust retinex model. IEEE Transactions on Image Processing, 27, 2828-2841(2018).

    [10] G Deng. A generalized unsharp masking algorithm. IEEE Transactions on Image Processing, 20, 1249-1261(2011).

    [11] Y Gao, Q Li, J Li. Single image dehazing via a dual-fusion method. Image and Vision Computing, 94, 103868(2020).

    [12] [12] Chen J, Tan CH, Chau LP. Haze removal with fusion of local nonlocal statistics[C]2020 IEEE International Symposium on Circuits Systems (ISCAS), IEEE, 2020: 15.

    [13] C O Ancuti, C Ancuti, Vleeschouwer C De, et al. Color balance and fusion for underwater image enhancement. IEEE Transactions on Image Processing, 27, 379-393(2018).

    [14] K He, J Sun, X Tang. Single image haze removal using dark channel prior. IEEE Transactions on Pattern Analysis And Machine Intelligence, 33, 2341-2353(2010).

    [15] [15] McGlamery B. A computer model f underwater camera systems[C]Ocean Optics VI, 1980, International Society f Optics Photonics, 1980, 208: 221231.

    [16] [16] Drews P, Nimento E, Maes F, et al. Transmission estimation in underwater single images[C]Proceedings of the IEEE International Conference on Computer Vision Wkshops, 2013: 825830.

    [17] M Cho, B Javidi. Peplography—a passive 3D photon counting imaging through scattering media. Optics Letters, 41, 5401-5404(2016).

    [18] C Li, C Guo, W Ren, et al. An underwater image enhancement benchmark dataset and beyond. IEEE Transactions on Image Processing, 29, 4376-4389(2020).

    [19] M Yang, A Sowmya. An underwater color image quality evaluation metric. IEEE Transactions on Image Processing, 24, 6062-6071(2015).

    Tools

    Get Citation

    Copy Citation Text

    Yihui Fan, Xin Jin, Rujia Deng, Jiayu Xie, Kelin Sun, Jingchuan Yang, Bing Zhang. Depth-rectified statistical scattering modeling for deep-sea video descattering[J]. Infrared and Laser Engineering, 2022, 51(9): 20210919

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Image processing

    Received: Nov. 29, 2021

    Accepted: Jan. 13, 2022

    Published Online: Jan. 6, 2023

    The Author Email:

    DOI:10.3788/IRLA20210919

    Topics