[1] [1] SHEKAR A K,GOU L,REN L,et al.Label-free robustness estimation of object detection CNNs for autonomous driving applications［J］.International Journal of Computer Vision,2021,129(4):1185-1201.

[2] [2] ZHAO Z Q,ZHENG P,XU S T,et al.Object detection with deep learning:a review［J］.IEEE Transactions on Neural Networks and Learning Systems,2019,30(11):3212-3232.

[4] [4] XU Z Y,LIU X M,JI N.Fog removal from color images using contrast limited adaptive histogram equalization［C］//The 2nd International Congress on Image and Signal Processing.Tianjin:IEEE,2009:1-5.

[5] [5] YU Z,SUN B Y,LIU D,et al.STRASS dehazing:spatio-temporal retinex-inspired dehazing by an averaging of stochastic samples［J］.Journal of Renewable Materials,2022, 10(5):1381-1395.

[6] [6] SEOW M J,ASARI V K.Ratio rule and homomorphic filter for enhancement of digital colour image［J］.Neurocomputing,2006,69(7-9):954-958.

[7] [7] CAI B,XU X,JIA K,et al.DehazeNet:end-to-end system for single image haze removal［J］.IEEE Transactions on Image Processing,2016,25(11):5187-5198.

[8] [8] LI B Y,PENG X L,WANG Z Y,et al.AOD-Net:all-in-one dehazing network［C］//IEEE International Conference on Computer Vision.Venice:IEEE,2017:4780-4788.

[9] [9] QIN X,WANG Z L,BAI Y C,et al.FFA-Net:feature fusion attention network for single image dehazing［C］//AAAI Conference on Artificial Intelligence.New York:AAAI,2020:11908-11915.

[10] [10] TRAN L A,MOON S,PARK D C.A novel encoder-decoder network with guided transmission map for single image dehazing［J］.Procedia Computer Science,2022, 204:682-689.

[11] [11] BAI H R,PAN J S,XIANG X G,et al.Self-guided image dehazing using progressive feature fusion［J］.IEEE Transactions on Image Processing,2022,31:1217-1229.

[12] [12] HE K M,SUN J,TANG X.Single image haze removal using dark channel prior［J］.IEEE Transactions on Pattern Analysis and Machine Intelligence,2010,33(12):2341-2353.

[13] [13] JOBSON D J,RAHMAN Z,WOODELL G A.A multiscale retinex for bridging the gap between color images and the human observation of scenes［J］.IEEE Transactions on Image Processing,1997,6(7):965-976.

[14] [14] 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.

[15] [15] MCCARTNEY E J,HALL F F.Optics of the atmosphere:scattering by molecules and particles［J］.Physics Today,1977,30(5):76-77.

[16] [16] NARASIMHAN S G,NAVAR S K.Vision and the atmosphere［J］.International Journal of Computer Vision, 2002,48(3):233-254.

[17] [17] PANAGOPOULOS A,WANG C H,SAMARAS D,et al.Estimating shadows with the bright channel cue［C］//Trends and Topics in Computer Vision.Berlin:Springer,2012:1-12.

[20] [20] 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.