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Rain removal from a single image is a challenge which has been studied for a long time.
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2017
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X. Fu, J. Huang, D. Zeng, Y. Huang, X. Ding, and J. Paisley, “Removing rain from single images via a deep detail network,” in IEEE Conference on Computer Vision and Pattern Recognition , 2017, pp. 1715–1723
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