Low-light image enhancement via deep Retinex decomposition and bilateral learning

作者：

Highlights：

• A novel low-light image enhancement framework by introducing bilateral learning into Retinex decomposition.

• A large-scale low-light image enhancement dataset SICE*.

摘要

•A novel low-light image enhancement framework by introducing bilateral learning into Retinex decomposition.•A large-scale low-light image enhancement dataset SICE*.

论文关键词：Low-light image enhancement,Image decomposition,Deep neural network,Attention,Illumination adjustment

论文评审过程：Received 10 October 2020, Revised 24 August 2021, Accepted 25 August 2021, Available online 2 September 2021, Version of Record 9 September 2021.

论文官网地址：https://doi.org/10.1016/j.image.2021.116466