Emerging from Water: Underwater Image Color Correction Based on Weakly Supervised Color Transfer

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Li, Chongyi; Guo, Jichang; Guo, Chunle;
(2017)
  • Related identifiers: doi: 10.1109/LSP.2018.2792050
  • Subject: Computer Science - Computer Vision and Pattern Recognition
    acm: ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION

Underwater vision suffers from severe effects due to selective attenuation and scattering when light propagates through water. Such degradation not only affects the quality of underwater images but limits the ability of vision tasks. Different from existing methods whic... View more
  • References (39)
    39 references, page 1 of 4

    [1] M. Bryson, M. Johnson, O. Pizarro, and et al., “True color correction of autonomous underwater vehicle imagery,” J. Field Robot., vol. 33, no. 6, pp. 853-874, 2016.

    [2] R. Gibson, R. Atkinson, and J. Gordon, “A review of underwater stereoimage measurement for marine biology and ecology applications,”. Oceanography and Marine Biology: An Annual Review, vol. 47, pp. 257-292, 2016.

    [3] R. Schettini and S. Corchs, “Underwater image processing: state of the art of restoration and image enhancement methods,”EURASIP J. Adv. Signal Process., 2010.

    [4] D. He and G. Seet, “Divergent-beam lidar imaging in turbid water,”Optics and Lasers in Eng., vol. 41, no. 1, pp. 217-231, 2004.

    [5] Y. Schechner and N. Karpel, “Clear underwater vision,” in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., 2004, pp. xx.

    [6] Y. Schechner and N. Karpel, “Recovery of underwater visibility and structure by polarization analysis,”IEEE J. Oceanic Eng., vol. 30, no. 3, pp.570-587, 2005.

    [7] T. Treibitz and Y. Schechner, “Active polarization descattering,”IEEE Trans. Pattern Anal. Mach. Intell., vol. 31, no. 3, pp.385-399, 2009.

    [8] N. Carlevaris Bianco and A. Mohan and R. Eustice, “Initial results in underwater single image dehazing,” in Proc. of IEEE Conf. Oceans, 2010, pp. 1-8.

    [9] J. Chiang and Y. Chen, “Underwater image enhancement by wavelength compensation and dehazing,”IEEE Trans. Image Process., vol. 21, no. 4, pp.1756-1769, 2012.

    [10] A. Galdran, D. Pardo, and A. Picn, “Automatic red-channel underwater image restoration,”J. Vis. Commun. Image R., vol. 26, pp.132-145, 2015.

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