• Optics and Precision Engineering
  • Vol. 27, Issue 2, 499 (2019)
WANG Yi-bin1,*, YIN Shi-bai2,3,4, and L Zhuo-wen1
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
  • 4[in Chinese]
  • show less
    DOI: 10.3788/ope.20192702.0499 Cite this Article
    WANG Yi-bin, YIN Shi-bai, L Zhuo-wen. Underwater image restoration with adaptive background light estimation and non-local prior[J]. Optics and Precision Engineering, 2019, 27(2): 499 Copy Citation Text show less
    References

    [1] YANG P, GUO Y L, WEI H, et al.. Method for spectral restoration of underwater images: theory and application [J]. Infrared & Laser Engineering, 2017, 46(3): 323001-0323001(8). (in Chinese)

    [2] FAN ZH G, SONG Q, DAI Q Q, et al.. Underwater target polarization recovery method based on global parameter estimation [J]. Optics & Precision Engineering, 2018, 26(7): 1621-1632. (in Chinese)

    [3] QIU X, DAI M. Blind restoration of camera shake blurred image based on L0 sparse priors [J]. Opt. Precision Eng., 2017, 25(9): 2490-2498. (in Chinese)

    [4] XIE H L, PENG G H, WANG F, et al.. Underwater image restoration based on background light estimation and dark channel prior [J]. Acta Optica Sinica, 2018, 38(1): 0101002. (in Chinese)

    [5] DREWS P L, NASCIMENTO E R, BOTELHO S S, et al.. Underwater depth estimation and image restoration based on single images [J]. IEEE Computer Graphics & Applications, 2016, 36(2): 24-35.

    [6] HE K, SUN J, TANG X. Single image haze removal using dark channel prior [J]. IEEE Transactions on Pattern Analysis & Machine Intelligence, 2011, 33(12): 2341-2353.

    [7] YANG A P, ZHENG J, WANG J, et al.. Underwater image restoration based on color cast removal and dark channel prior [J]. Journal of Electronics & Information Technology, 2015, 37(11): 2541-2547. (in Chinese)

    [8] CAO M, SHENG H X, LI Q W, et al.. Underwater color image enhancement algorithm based on prior dark-channel model [J]. Chinese Journal of Quantum Electronics, 2016, 33(2): 140-147. (in Chinese)

    [9] SERIKAWA S, LU H. Underwater image dehazing using joint trilateral filter [J]. Computers & Electrical Engineering, 2014, 40(1): 41-50.

    [10] CHIANG J Y, CHEN Y C. Underwater image enhancement by wavelength compensation and dehazing [J]. IEEE Transactions on Image Processing, 2012, 21(4): 1756-1769.

    [11] GALDRAN A, ALVAREZ-GILA A. Automatic red-channel underwater image restoration [J]. Journal of Visual Communication & Image Representation, 2015, 26(5): 132-145.

    [12] SUN J P, YANG J, LIN J H, et al.. Theoretical model and simulation of ship underwater radiated noise [J]. Acta Physica Sinica, 2016, 65(12): 147-156. (in Chinese)

    [13] BERMAN D, TREIBITZ T, AVIDAN S. Non-local image dehazing [C]. Proceedings of Conference: the IEEE Conference on Computer Vision and Pattern Recognition, 2016: 1674-1682.

    [14] MCGLAMGERY B L. A computer model for underwater camera systems [J]. Proc Spie, 1980, 208(208): 221-231.

    [15] JERLOV N G. Marine Optics[M]. Elsevier Science, 1976.

    [16] AUSTIN R W, PETZOLD T J. Spectral dependence of the diffuse attenuation coefficient of light in ocean waters: a reexamination using new data [C]. Proceedings of Conference on the Ocean Optics X, 1990: 164-165.

    [17] ZHANG X H, ZHANG SH, FANG SH, et al.. Clearing research on fog and dust image in coalmine intelligent video surveillance [J].Journal of China Coal Society, 2014, 39(1): 198-204. (in Chinese)

    [18] ELAD M. Retinex by two bilateral filters [C]. Proceedings of Conference on Scale-Space Theories in Computer Vision, 2005: 217-229.

    [19] HAUTIERE N, TAREL J P, AUBERT D, et al.. Blind contrast enhancement assessment by gradient ratioing at visible edges [J]. Image Analysis & Stereology, 2008, 27(2): 87-95.

    [20] CHEN Z, JIANG T, TIAN Y. Quality assessment for comparing image enhancement algorithms [C]. Proceedings of Conference: the IEEE Conference on Computer Vision and Pattern Recognition, 2014: 3003-3010.

    [21] DING X, WANG Y, ZHANG J. Underwater image dehaze using scene depth estimation with adaptive color correction [C]. Proceedings of Conference: the IEEE Conference on Oceans, 2017: 978-988.

    CLP Journals

    [1] ZHANG Ruo-lan, SHAO Jing, NIE Zhen-wei, L Zhan-wei, WANG Yan, SUN Shu-feng. Underwater long-distance imaging method based on combination of short coherent illumination and polarization[J]. Optics and Precision Engineering, 2020, 28(7): 1485

    [2] JIANG Yang, QUAN Xiang-qian, DU Jie, XING Yan, L Shen-zhen, SUN Qiang. Design of deep-sea optical imaging system with wide field of view and ultra-high resolution[J]. Optics and Precision Engineering, 2019, 27(11): 2289

    [3] Liang Tianquan, Zhang Xiaoyun, Duan Peng, Yu Huishan, Zhang Baohua, Tang Qingxin. Underwater target detection under strong scattering medium using improved dark channel method[J]. Infrared and Laser Engineering, 2020, 49(2): 203012

    [4] Zhao Yongqiang, Dai Huimin, Shen Linghao, Zhang Jingcheng. Review of underwater polarization clear imaging methods[J]. Infrared and Laser Engineering, 2020, 49(6): 20190574

    [5] YANG Yan, ZHANG Guo-qiang, JIANG Pei-pei. Gaussian decay and adaptive compensation dehazing algorithm combined with scene depth estimation[J]. Optics and Precision Engineering, 2019, 27(11): 2439

    [6] YANG Yan, LIU Long-long, ZHANG De-xin, YANG Zhi-fei. Fast single image dehazing combined with adaptive haze estimation[J]. Optics and Precision Engineering, 2019, 27(10): 2263

    WANG Yi-bin, YIN Shi-bai, L Zhuo-wen. Underwater image restoration with adaptive background light estimation and non-local prior[J]. Optics and Precision Engineering, 2019, 27(2): 499
    Download Citation