Collaboratively enhanced and integrated detail-context information for low-light image enhancement

Yuzhen Niu, Xiaofeng Lin, Huangbiao Xu, Rui Xu, Yuzhong Chen

Abstract: Highlights•We propose a full-resolution framework for low-light image enhancement.•We use two collaborative subnets to extract and enhance detail-context information.•We design a CAM module to enhance the multiple detail and context information.•We introduce a DCIM module to integrate the enhanced detail-context information.•Experiments on five popular benchmarks demonstrate the effectiveness of our method.