[1] Chen B H, Huang S C, Cheng F C. A high-efficiency and high-speed gain intervention refinement filter for haze removal[J]. Journal of Display Technology, 2016, 12(7): 753-759.

[2] 卢辉斌, 赵燕芳, 赵永杰, 等. 基于亮通道和暗通道结合的图像去雾[J]. 光学学报, 2018, 38(11): 1115004.

    Lu H B, Zhao Y F, Zhao Y J, et al. Image defogging based on combination of image bright and dark channels[J]. Acta Optica Sinica, 2018, 38(11): 1115004.

[3] 汤红忠, 张小刚, 朱玲, 等. 结合最小颜色通道图与传播滤波的单幅图像去雾算法研究[J]. 通信学报, 2017, 38(1): 26-34.

    Tang H Z, Zhang X G, Zhu L, et al. Study of single image dehazing algorithm based on propagated filtering and minimum color channels[J]. Journal on Communications, 2017, 38(1): 26-34.

[4] 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.

[5] 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.

[6] 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.

[7] 肖进胜, 高威, 邹白昱, 等. 基于天空约束暗通道先验的图像去雾[J]. 电子学报, 2017, 45(2): 346-352.

    Xiao J S, Gao W, Zou B Y, et al. Image dehazing based on sky-constrained dark channel prior[J]. Acta Electronica Sinica, 2017, 45(2): 346-352.

[8] Ju M Y, Gu Z F, Zhang D Y. Single image haze removal based on the improved atmospheric scattering model[J]. Neurocomputing, 2017, 260: 180-191.

[9] 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, 2016, 25(11): 5187-5198.

[10] Ren WQ, LiuS, ZhangH, et al. Single image dehazing via multi-scale convolutional neural networks[M] ∥Leibe B, Matas J, Sebe N, et al. Computer vision-ECCV 2016. Lecture notes in computer science. Cham: Springer, 2016, 9906: 154- 169.

[11] Li J J, Li G H, Fan H. Image dehazing using residual-based deep CNN[J]. IEEE Access, 2018, 6: 26831-26842.

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

[13] Narasimhan S G, Nayar S K. Contrast restoration of weather degraded images[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2003, 25(6): 713-724.

[14] 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 and Image Representation, 2013, 24(3): 410-425.

[15] Tang KT, Yang JC, WangJ. Investigating haze-relevant features in a learning framework for image dehazing[C]∥2014 IEEE Conference on Computer Vision and Pattern Recognition, June 23-28, 2014, Columbus, OH, USA. New York: IEEE, 2014: 2995- 3002.

[16] Luan Z, Shang Y Y, Zhou X Z, et al. Fast single image dehazing based on a regression model[J]. Neurocomputing, 2017, 245: 10-22.

[17] Li B Y, Ren W Q, Fu D P, et al. Benchmarking single-image dehazing and beyond[J]. IEEE Transactions on Image Processing, 2019, 28(1): 492-505.

[18] 刘杰平, 黄炳坤, 韦岗. 一种快速的单幅图像去雾算法[J]. 电子学报, 2017, 45(8): 1896-1901.

    Liu J P, Huang B K, Wei G. A fast effective single image dehazing algorithm[J]. Acta Electronica Sinica, 2017, 45(8): 1896-1901.

[19] KrizhevskyA, SutskeverI, Hinton GE. ImageNet classification with deep convolutional neural networks[C]∥Advances in Neural Information Processing Systems 25 (NIPS 2012), December 3-8, 2012, Harrahs and Harveys, Lake Tahoe. Canada: NIPS, 2012: 1097- 1105.

[20] GlorotX, BengioY. Understanding the difficulty of training deep feedforward neural networks[C]∥Proceedings of the thirteenth international conference on artificial intelligence and statistics, May 13-15, 2010, Chia Laguna Resort, Sardinia, Italy. [S.l.: s.n.], 2010.

[21] Large scale visual recognition challenge2012[OL]. [ 2019-05-30]. http: ∥www.image-net.org/challenges/LSVRC/2012/.

[22] 涂超平, 肖进胜, 杜康华, 等. 基于各向异性热扩散方程的多聚焦图像融合算法[J]. 电子学报, 2015, 43(6): 1192-1199.

    Tu C P, Xiao J S, Du K H, et al. Multi-focus image fusion algorithm based on the anisotropic thermal diffusion equation[J]. Acta Electronica Sinica, 2015, 43(6): 1192-1199.