[2] Zhu H P, Wei F Y. Discussion on the application of histogram equalization in image enhancement[J]. Geomatics & Spatial Information Technology, 33, 174-176(2010).
[3] Shao S. Research on image real time definition improvement for space optical remote sensing images[D]. Beijing: University of Chinese Academy of Sciences(2019).
[4] Shao S, Guo Y F, Liu H et al. Low-illumination remote sensing image enhancement in HSI color space[J]. Optics and Precision Engineering, 26, 2092-2099(2018).
[5] Li Y F, He X H, Wu X Q. Improved enhancement algorithm of fog image based on multi-scale Retinex with color restoration[J]. Journal of Computer Applications, 34, 2996-2999, 3023(2014).
[6] Dong X, Wang G, Pang Y et al. Fast efficient algorithm for enhancement of low lighting video[J]. Journal of Information and Computation Science, 10, 1-6(2011).
[7] Lin T Y, Goyal P, Girshick R et al. Focal loss for dense object detection. [C]∥2017 IEEE International Conference on Computer Vision, October 22-29, 2017, Venice, Italy. New York: IEEE, 2980-2988(2017).
[8] Lin Y L, Dai X Y, Li L et al. The new frontier of AI research: generative adversarial networks[J]. Acta Automatica Sinica, 44, 775-792(2018).
[9] Mirza M, Osindero S[2019-10-08]. Conditional generative adversarial nets [2019-10-08].https: ∥arxiv., org/abs/1411, 1784.
[10] Goodfellow I, Pouget-Abadie J, Mirza M et al. Generative adversarial nets[J]. Proceedings of the 27th International Conference on Neural Information Processing Systems, 2, 2672-2680(2014).
[13] Ronneberger O, Fischer P, Brox T[M]. U-net: convolutional networks for biomedical image segmentation, 234-241(2015).
[14] Jia X Z. Image dehazing using deep learning[D]. Zhuzhou: Hunan University of Technology(2018).
[15] Srivastava N, Hinton G E, Krizhevsky A et al. Dropout: a simple way to prevent neural networks from overfitting[J]. Journal of Machine Learning Research, 15, 1929-1958(2014).
[16] Cheng Y, Deng D X, Yan J et al. Weakly illuminated image enhancement algorithm based on convolutional neural network[J]. Journal of Computer Applications, 39, 1162-1169(2019).
[17] Yang Y, Newsam S. Bag-of-visual-words and spatial extensions for land-use classification[C]∥Proceedings of the 18th SIGSPATIAL International Conference on Advances in Geographic Information Systems, November 2-5, 2010,, 270-279(2010).
[18] Yu T. A study of nonlocal total variation for image denoising based on SSIM Xi'an:[D]. Xidian University(2014).