deraining

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English

Verb

deraining

  1. present participle and gerund of derain

Noun

deraining (uncountable)

  1. (machine learning) The removal of rain from an image or video.
    • 2017, Xueyang Fu, Jiabin Huang, Xinghao Ding, Yinghao Liao, John Paisley, “Clearing the Skies: A Deep Network Architecture for Single-Image Rain Removal”, in IEEE Transactions on Image Processing, →DOI:
      In contrast to other common strategies that increase depth or breadth of the network, we use image processing domain knowledge to modify the objective function and improve deraining with a modestly sized CNN.
    • 2018, Chen Li, Yecai Guo, Qi Liu, Xiaodong Liu, “DR-Net: A Novel Generative Adversarial Network for Single Image Deraining”, in Security and Communication Networks, →DOI:
      It is demonstrated that the proposed method yields in relatively higher performance in comparison to other state-of-the-art deraining models in terms of derained image quality and computing efficiency.
    • 2019, S. Li, I. B. Araujo, W. Ren, Z. Wang, E. K. Tokuda, R. H. Junior, R. Cesar-Junior, J. Zhang, X. Guo, X. Cao, “Single image deraining: A comprehensive benchmark analysis”, in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, page 3838:
      Images captured in rainy days suffer from noticeable degradation of scene visibility. The goal of single image deraining algorithms is to generate sharp images from a rainy image input.

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