[1] [1] XU Y, WEN J, FEI L, et al. Review of video and image defogging algorithms and related studies on image restoration and enhancement［J］. IEEE Access, 2017, 4: 165-185.

[2] [2] WANG W, YUAN X. Recent advances in image dehazing［J］. IEEE/CAA Journal of Automatica Sinica, 2017, 4(3): 410-436.

[3] [3] YANG Yan, CHEN Gao-ke. Single image visibility restoration using optical compensation and pixel-by-pixel transmission estimation［J］. Journal on Communications, 2017, 38(5): 48-56.

[4] [4] TAN R T. Visibility in bad weather from a single image［C］. Proceeding of IEEE Conference on Computer Vision and Pattern Recognition. Anchorage, AK: IEEE Press, 2008: 1-8.

[5] [5] FATTAL R. Single image dehazing［J］. ACM Transactions on Graphics, 2008, 27(3): 1-9.

[6] [6] 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, 2011, 33(12): 2341-2353.

[7] [7] HE K M, SUN J, TANG X O. Guided image filtering［J］. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2013, 35(6): 1397-1409.

[8] [8] TAREL J P, HAUTIERE N. Fast visibility restoration from a single color or gray level image［C］. International Conference on Computer Vision, IEEE, 2010: 2201-2208.

[9] [9] MENG G F, WANG Y, DUAN J, et al. Efficient image dehazing with boundary constraint and contextual regularization［C］. IEEE International Conference on Computer Vision. IEEE, 2014: 617-624.

[10] [10] SUN W, LI D J, LIU H J, et al. Fast single image fog removal based on atmospheric scattering model［J］. Optics & Precision Engineering, 2013, 21(4): 1040-1046.

[11] [11] CAI B, XU X, JIA K, et al. An end-to-end system for single image haze removal［J］. IEEE Transactions on Image Processing, 2016, 25(11): 5187-5198.

[12] [12] REN W Q, LIU S, ZHANG H, et al. Single image dehazing via multi-scale convolutional neural networks［M］. Computer Vision-ECCV 2016, Springer International Publishing, 2016: 154-169.

[13] [13] TANG Qun-fang, YANG Jie, LIU Hai-bo, et al. Fast single-image dehazing method based on dark channel prior［J］. Acta Photonica Sinica, 2017, 46(9): 0910001.

[14] [14] MCCARTNEY E J. Optics of the atmosphere: scattering by molecules and particles［M］. New York, John Wiley and Sons, Inc, 1976: 421-421.

[15] [15] LEVIN A, LISCHINSKI D, WEISS Y. A closed form solution to natural image matting［C］. Computer Vision and Pattern Recognition, 2006 IEEE Computer Society Conference on IEEE, 2006: 61-68.

[16] [16] YU T, RIAZ I, PIAO J, et al. Real-time single image dehazing using block-to-pixel interpolation and adaptive dark channel prior［J］. Iet Image Processing, 2015, 9(9): 725-734.

[17] [17] NAMER E, SCHECHNER Y Y. Advanced visibility improvement based on polarization filtered images［J］. Proceedings of the 2005 Polarization Science and Remote Sensing, 2005: 36-45.

[18] [18] KIM J H, JANG W D, SIM J Y, et al. Optimized contrast enhancement for real-time image and video dehazing［J］. Journal of Visual Communication & Image Representation, 2013, 24(3): 410-425.

[19] [19] 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, 2015, 24(11): 3522-3533.

[20] [20] HAUTIERE N. Blind contrast enhancement assessment by gradient ratioing at visible edges［J］. Image Analysis & Stereology Journal, 2008, 27(2): 87-95.