SR_ColorNet: Multi-path attention aggregated and mask enhanced network for the super resolution and colorization of panchromatic image

Qian Jiang, Qianqian Wang, Shengfa Miao, Xin Jin, Shin-Jye Lee, Michal Wozniak, Shaowen Yao

Abstract: Highlights•A novel hybrid network was proposed for remote sensing image resolution recovery.•Multi-scale features were extracted by a SE multi-scale Feature Extraction Module.•A ECMB was proposed to improve the interdependence between neighboring channels.•A MFE module was proposed to reconstruct high-quality color images.