Ensemble single image deraining network via progressive structural boosting constraints

作者:

Highlights:

• The ensemble network has capacity to solve rain removal of multiple types.

• Struct-absolute loss benefits for embedding boosting strategy into network training.

• The ensemble network achieves new SOTA performance on public deraining datasets.

摘要

•The ensemble network has capacity to solve rain removal of multiple types.•Struct-absolute loss benefits for embedding boosting strategy into network training.•The ensemble network achieves new SOTA performance on public deraining datasets.

论文关键词:Single image derain,Boosting,Ensemble derain network,Rain removal

论文评审过程:Received 14 October 2020, Revised 23 April 2021, Accepted 23 August 2021, Available online 4 September 2021, Version of Record 9 September 2021.

论文官网地址:https://doi.org/10.1016/j.image.2021.116460