deraining

deraining

1. present participle of derain

deraining

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:10.1109/TIP.2017.2691802:

     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, and Xiaodong Liu, “DR-Net: A Novel Generative Adversarial Network for Single Image Deraining”, in Security and Communication Networks, DOI:10.1155/2018/7350324:

     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, Li, S.; Araujo, I. B.; Ren, W.; Wang, Z.; Tokuda, E. K.; Junior, R. H.; Cesar-Junior, R.; Zhang, J.; Guo, X. & Cao, X., “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.

• dehazing

• indearing, ingrained, reading in