• Laser & Optoelectronics Progress
  • Vol. 59, Issue 16, 1601002 (2022)
Xiaoqi Wang1、2, Xuanzhi Zhao1、2、*, and Zengli Liu1、2
Author Affiliations
  • 1Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming 650500, Yunnan , China
  • 2Yunnan Key Laboratory of Artificial Intelligence, Kunming University of Science and Technology, Kunming 650500, Yunnan , China
  • show less
    DOI: 10.3788/LOP202259.1601002 Cite this Article Set citation alerts
    Xiaoqi Wang, Xuanzhi Zhao, Zengli Liu. Underwater Optical Image Enhancement Based on Color Constancy and Multiscale Wavelet[J]. Laser & Optoelectronics Progress, 2022, 59(16): 1601002 Copy Citation Text show less
    References

    [1] Li L, Wang H G, Liu X. Underwater image enhancement based on improved dark channel prior and color correction[J]. Acta Optica Sinica, 37, 1211003(2017).

    [2] Ahn H, Keum B, Kim D et al. Adaptive local tone mapping based on retinex for high dynamic range images[C], 153-156(2013).

    [3] Liu Y Z, Chi K C, Lin S. Underwater image restoration based on background light estimation and transmittance optimization[J]. Laser & Optoelectronics Progress, 57, 141010(2020).

    [4] Liu Z C, Wang D W, Liu Y et al. Adaptive adjustment algorithm for non-uniform illumination images based on 2D gamma function[J]. Transactions of Beijing Institute of Technology, 36, 191-196, 214(2016).

    [5] He K M, Sun J, Tang X O. Single image haze removal using dark channel prior[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 33, 2341-2353(2011).

    [6] Drews P L J,, Nascimento E R, Botelho S S C et al. Underwater depth estimation and image restoration based on single images[J]. IEEE Computer Graphics and Applications, 36, 24-35(2016).

    [7] Peng Y T, Cosman P C. Underwater image restoration based on image blurriness and light absorption[J]. IEEE Transactions on Image Processing: a Publication of the IEEE Signal Processing Society, 26, 1579-1594(2017).

    [8] Pan P W, Yuan F, Cheng E et al. Underwater image de-scattering and enhancing using dehazenet and HWD[J]. Journal of Marine Science and Technology, 26, 531-540(2018).

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

    [10] Li J M, Hou G J, Pan Z K et al. Underwater image restoration based on a Laplace operator prior term[J]. Laser & Optoelectronics Progress, 57, 161026(2020).

    [11] Drago F, Myszkowski K, Annen T et al. Adaptive logarithmic mapping for displaying high contrast scenes[J]. Computer Graphics Forum, 22, 419-426(2003).

    [12] He K M, Sun J, Tang X O. Guided image filtering[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 35, 1397-1409(2013).

    [13] Wang Y B, Yin S B, Lü Z W. Underwater image restoration with adaptive background light estimation and non-local prior[J]. Optics and Precision Engineering, 27, 499-510(2019).

    [14] Meng G F, Wang Y, Duan J Y et al. Efficient image dehazing with boundary constraint and contextual regularization[C], 617-624(2013).

    [15] Liu X, Zhang H, Cheung Y M et al. Efficient single image dehazing and denoising: an efficient multi-scale correlated wavelet approach[J]. Computer Vision and Image Understanding, 162, 23-33(2017).

    [16] Ancuti C O, Ancuti C, Bekaert P. Enhancing by saliency-guided decolorization[C], 257-264(2011).

    [17] Fu X Y, Fan Z W, Ling M et al. Two-step approach for single underwater image enhancement[C], 789-794(2017).

    [18] Burt P J, Adelson E H. The Laplacian pyramid as a compact image code[J]. Readings in Computer Vision, 31, 671-679(1987).

    [19] Yang M, Sowmya A. An underwater color image quality evaluation metric[J]. IEEE Transactions on Image Processing: a Publication of the IEEE Signal Processing Society, 24, 6062-6071(2015).

    [20] Panetta K, Gao C, Agaian S. Human-visual-system-inspired underwater image quality measures[J]. IEEE Journal of Oceanic Engineering, 41, 541-551(2016).

    [21] He N, Wang J B, Zhang L L et al. An improved fractional-order differentiation model for image denoising[J]. Signal Processing, 112, 180-188(2015).

    [22] Lowe D G. Distinctive image features from scale-invariant keypoints[J]. International Journal of Computer Vision, 60, 91-110(2004).

    Xiaoqi Wang, Xuanzhi Zhao, Zengli Liu. Underwater Optical Image Enhancement Based on Color Constancy and Multiscale Wavelet[J]. Laser & Optoelectronics Progress, 2022, 59(16): 1601002
    Download Citation