A Polarizing Universal Multi-scale and Real-time Image Defogging Algorithm

L Xiao-ning; LIU Yang-yang; TAN Zheng; L Qun-bo

doi:10.3788/gzxb20194808.0810003

[1] NARASIMHAN S G, NAYAR S K. Vision and the atmosphere［J］. International Journal of Computer Vision, 2002, 48(3): 233-254.

[2] SCHECHNER Y Y, NARASIMHAN S G, NAYAR S K. Inatant dehazing of imahes using polarization［J］. IEEE Computer Society Conference on Computer Vision & Pattern Recognition, 2001, (1): 325-332.

[3] SCHECHNER Y Y, NARASIMHAN S G, NAYAR S K. Polriaztion-based vision through haze［J］. Applied Optics, 2003,42(3): 511-525.

[4] SCHECHNER Y Y, KARPEL N. Recovery of underwater visibility and structure by polarization analysis［J］. IEEE Journal of Oceanic Engineering,2005,30(3): 570-587.

[5] WANG Yong, XUE Mo-gen, HUANG Qin-chao. Polarization defogging algorithm based on atmospheric background suppression［J］. Computer Engineering, 2009,35(4): 271-275.

[6] PENG Wen-zhu. Polarization dehazing algorithm based on atmosphere scattering model［J］.Electronic Measurement Technology,2011,34(7): 34-45.

[7] QU Yu-fu, ZOU Zhao-fan. Non-sky polarization-based dehazing algorithm for non-specular objects using polarization difference and global scene feature［J］. Optics Express, 2017, 21: 25004.

[8] LIU Fei, CAO Lei, SHAO Xiao-peng. Polatimetric dehazing utilizing spatial frequency segregation of image［J］. Applied Optics, 2015,54(27): 8116-81122.

[9] LIU Fei, CAO Lei, SHAO Xiao-peng. Polarization characteristics of objects in long-wave infrared range［J］. Journal of Optical Society of America A, 2016,33(2): 237-243.

[10] CAO L, SHAO X, LIU F. Dehazing method through polarinetric imaging and multi-scale analysis［C］. SPIE,2015: 950111.

[11] LIU Xin, ZHANG He, CHEUNG Yiu-ming, et al. Efficient single image dehazing and denoising: an efficient multi-scale correlated wavelet approach［J］. Computer Vision and Image Understanding, 2017, 162: 23-33

[12] LIANG J, REN L, JU H, et al. Polarimetric dehazing method for dense haze removal based on distribution analysis of angle of polarization［J］ Optics Express, 2015, 23: 26146-26157.

[13] ZHAO Lu-jian. Polarization defogging method based on maximum and minimum light intensity images［J］. Applied Optics, 2017,38(3): 416-420.

[14] KIM Jin-hwan, JANG Won-dong, SIM Jae-young, et al. Optimized contrast enhancement for real-tiom image and video dehazing［J］. Journal of Visual Communication and Image Representation, 2013,24: 410-425.

[15] FATTAL R. Single imagedehazing［J］. ACM Transactions on Graphics, 2008,27(3): 988-992.

[16] HE Kai-ming, SUN Jian, TANG Xiao-ou. Single umage haze removal using dark channel prior［C］. IEEE, 2009: 1956-1963.

[17] HE Kai-ming, SUN Jian, TANG Xiao-ou. Guide image filtering［C］. Proceedings of the 11th European Conference on Computer Vision, 2010: 1-14.

[18] TAREL J P, HAUTIERE N. Fast visibility restoration from a single color or gray level image［J］. IEEE International Conference on Computer Vision, 2009,30(2): 2201-2208.

[19] HAUTIRE N, TAREL J P, AUBERT D. Towards fog-free in-vehicle vision systems through contrast restoration［C］. IEEE, 2007: 1-8.

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

[21] ZHU Q, MAI J, SHAO L. A fast single image haze removal algorithm using color attenuation prior［J］. IEEE Transactions on Image Processing, 2015, 24: 3522-3533.