Lightweight multi-scale distillation attention network for image super-resolution

Yinggan Tang, Quanwei Hu, Chunning Bu

Abstract: Highlights•A novel CNN model for lightweight image super-resolution is proposed.•An efficient branch fusion block is designed to obtain multi-scale features.•An improved spatial attention is designed to obtain multi-scale spatial features.•Superior SR performance can be obtained using our method with fewer parameters.