[1] [1] CHEN Z X,OU B N,TIAN Q Y.An improved dark channel prior image defogging algorithm based on wavelength compensation［J］.Earth Science Informatics,2019,12(4):501-512.

[4] [4] 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.

[5] [5] LI B Y,PENG X L,WANG Z Y,et al.AOD-Net:all-in-one dehazing network［C］//Proceedings of the IEEE International Conference on Computer Vision.Venice:IEEE,2017:4770-4778.

[6] [6] ZHANG X Q,WANG T,WANG J X,et al.Pyramid channel-based feature attention network for image dehazing［J］.Computer Vision and Image Understanding,2020,197:103003.

[7] [7] LIU X,MA Y,SHI Z,et al.GridDehazeNet:attention-based multi-scale network for image dehazing［C］//Proceedings of the IEEE/CVF International Conference on Computer Vision.Seoul:IEEE,2019:7314-7323.

[9] [9] ISOLA P,ZHU J Y,ZHOU T H,et al.Image-to-image translation with conditional adversarial networks［C］//Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition.Honolulu:IEEE,2017:1125-1134.

[11] [11] GOODFELLOW I,POUGET-ABADIE J,MIRZA M,et al.Generative adversarial networks［J］.Communications of the ACM,2020,63(11):139-144.

[12] [12] ZHU J Y,PARK T,ISOLA P,et al.Unpaired image-to-image translation using cycle-consistent adversarial networks［C］//Proceedings of the IEEE International Conference on Computer Vision.Venice：IEEE，2017:2223-2232.

[13] [13] 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.

[16] [16] WANG W J,WANG H Y,YANG S K,et al.Resolution enhancement in microscopic imaging based on generative adversarial network with unpaired data［J］.Optics Communications,2022,503:127454.

[17] [17] ANCUTI C O,ANCUTI C,TIMOFTE R,et al.O-Haze:a dehazing benchmark with real hazy and haze-free outdoor images［C］//IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops.Salt Lake City:IEEE,2018:754-762.

[18] [18] HORE A,ZIOU D.Image quality metrics:PSNR vs.SSIM［C］//The 20th International Conference on Pattern Recognition.Istanbul:IEEE,2010:2366-2369.

[19] [19] AGRAWAL S C,JALAL A S.A comprehensive review on analysis and implementation of recent image dehazing methods［J］.Archives of Computational Methods in Engineering,2022,29(7):4799-4850.