High dynamic range imaging via gradient-aware context aggregation network

作者：

Highlights：

• a novel network integrated image context and the corresponding gradient information.

• contextual dilated network to capture contextual information.

• designed a new fusion block.

• built a new real-world HDR dataset.

摘要

•a novel network integrated image context and the corresponding gradient information.•contextual dilated network to capture contextual information.•designed a new fusion block.•built a new real-world HDR dataset.

论文关键词：High dynamic range imaging,Deep learning,Exposure fusion,Ghosting artifacts,Image gradients

论文评审过程：Received 11 July 2020, Revised 23 July 2021, Accepted 19 September 2021, Available online 29 September 2021, Version of Record 2 October 2021.

论文官网地址：https://doi.org/10.1016/j.patcog.2021.108342