• Laser & Optoelectronics Progress
  • Vol. 59, Issue 10, 1010006 (2022)
Xianzhen Sang**, Hongtai Zhu*, Hu Cheng, and Ye Zhang
Author Affiliations
  • The 58th Research Institute of China Electronics Technology Group Corporation, Wuxi 214072, Jiangsu , China
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    DOI: 10.3788/LOP202259.1010006 Cite this Article Set citation alerts
    Xianzhen Sang, Hongtai Zhu, Hu Cheng, Ye Zhang. Fast Image Defogging Method Based on Dark Channel and Global Estimation[J]. Laser & Optoelectronics Progress, 2022, 59(10): 1010006 Copy Citation Text show less
    References

    [1] Dai S B, Xu W, Piao Y J et al. Remote sensing image defogging based on dark channel prior[J]. Acta Optica Sinica, 37, 0328002(2017).

    [2] Yang Y, Sang X Z, Yang S M et al. High-precision vision sensor method for dam surface displacement measurement[J]. IEEE Sensors Journal, 19, 12475-12481(2019).

    [3] Tan W, Cao S X, Qi W W et al. A haze removal method for high-resolution remote sensing images[J]. Acta Optica Sinica, 39, 0301005(2019).

    [4] Yang Y, Du K, Wu X D. Iterative optimization dehazing algorithm based on improved linear transformation[J]. Laser & Optoelectronics Progress, 58, 0610011(2021).

    [5] Sang X Z, Yang Y, Hou X H. Fog removal method of slope monitoring image based on vision detection[C], 9422-9472(2018).

    [6] Xu Y, Wen J, Fei L K et al. Review of video and image defogging algorithms and related studies on image restoration and enhancement[J]. IEEE Access, 4, 165-188(2016).

    [7] Wang W C, Yuan X H. Recent advances in image dehazing[J]. IEEE/CAA Journal of Automatica Sinica, 4, 410-436(2017).

    [8] Chen Y, Lu C T. Single image dehazing based on superpixel segmentation combined with dark-bright channels[J]. Laser & Optoelectronics Progress, 57, 161023(2020).

    [9] Land E H. Recent advances in Retinex theory[J]. Vision Research, 26, 7-21(1986).

    [10] Yang A P, Bai H H. Nighttime image defogging based on the theory of Retinex and dark channel prior[J]. Laser & Optoelectronics Progress, 54, 041002(2017).

    [11] Peng J, Xue F J, Yuan Y B. Adaptive image defogging algorithm combining multi-scale Retinex and dark channel[J]. Laser & Optoelectronics Progress, 58, 0410004(2021).

    [12] Tan R T. Visibility in bad weather from a single image[C], 10139948(2008).

    [13] Fattal R. Single image dehazing[J]. ACM Transactions on Graphics, 27, 721-729(2008).

    [14] Tarel J P, Hautière N. Fast visibility restoration from a single color or gray level image[C], 2201-2208(2009).

    [15] 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).

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

    [17] Wang Z D, Jing X, Sun G D et al. Image dehazing of dark channels based on area contrast constraint[J]. Chinese Journal of Lasers, 46, 0810003(2019).

    [18] Hu W, Gao Y. Single image dehazing method based on self-adaptive bilateral-filtering with boundary restriction[J]. Laser & Optoelectronics Progress, 57, 241505(2020).

    [19] Shao Y J, Li L, Ren W Q et al. Domain adaptation for image dehazing[C], 2805-2814(2020).

    [20] Kim S E, Park T H, Eom I K. Fast single image dehazing using saturation based transmission map estimation[J]. IEEE Transactions on Image Processing, 29, 1985-1998(2020).

    [21] Zhu Q S, Mai J M, Shao L. A fast single image haze removal algorithm using color attenuation prior[J]. IEEE Transactions on Image Processing, 24, 3522-3533(2015).

    [22] Berman D, Treibitz T, Avidan S. Single image dehazing using haze-lines[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 42, 720-734(2020).

    [23] Cai B L, Xu X M, Jia K et al. DehazeNet: an end-to-end system for single image haze removal[J]. IEEE Transactions on Image Processing, 25, 5187-5198(2016).

    [24] Chen D D, He M M, Fan Q N et al. Gated context aggregation network for image dehazing and deraining[C], 1375-1383(2019).

    [25] Howard J N. Scattering phenomena: optics of the atmosphere. Scattering by molecules and particles. McCartney E J. Wiley, New York, 1976. xviii, 408 pp., illus. $24.95[J]. Science, 196, 1084-1085(1977).

    [26] Jiang J G, Hou T F, Qi M B. Improved algorithm on image haze removal using dark channel prior[J]. Journal of Circuits and Systems, 16, 7-12(2011).

    Xianzhen Sang, Hongtai Zhu, Hu Cheng, Ye Zhang. Fast Image Defogging Method Based on Dark Channel and Global Estimation[J]. Laser & Optoelectronics Progress, 2022, 59(10): 1010006
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