Cross-domain collaborative learning for single image deraining

作者：

Highlights：

• We propose a cross-domain collaborative learning framework for image deraining.

• A cross-domain pseudo label generation method is presented.

• A Multi-Scale Attention Residual Block for improving the representation ability.

• The state-of-the-art results are reported on four deraining datasets.

摘要

•We propose a cross-domain collaborative learning framework for image deraining.•A cross-domain pseudo label generation method is presented.•A Multi-Scale Attention Residual Block for improving the representation ability.•The state-of-the-art results are reported on four deraining datasets.

论文关键词：Image deraining,Cross-domain collaborative learning,Intra domain adaption,Inter domain adaption,Cross-domain pseudo label generation

论文评审过程：Received 28 March 2022, Revised 14 August 2022, Accepted 15 August 2022, Available online 22 August 2022, Version of Record 30 August 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.118611