DerainCycleGAN: A Simple Unsupervised Network for Single Image Deraining and Rainmaking

15 Dec 2019 Yanyan Wei Zhao Zhang Yang Wang Jicong Fan Shuicheng Yan Meng Wang

Single image deraining (SID) is an important and challenging topic in emerging vision applications, and most of emerged deraining methods are supervised relying on the ground truth (i.e., paired images) in recent years. However, in practice it is rather common to have no un-paired images in real deraining task, in such cases how to remove the rain streaks in an unsupervised way will be a very challenging task due to lack of constraints between images and hence suffering from low-quality recovery results... (read more)

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