DDFL: Dual-Domain Feature Learning for nighttime semantic segmentation

Xiao Lin, Peiwen Tan, Zhengkai Wang, Lizhuang Ma, Yan Li

Abstract: Highlights•Features from the spatial and frequency domains are utilized for segmentation.•Exposure attention correction solves complex exposure situations.•Dynamic exposure correction restores degraded images caused by light sources.•Combine information from two domains in a cross-way to enhance performance.