Multilevel and Multiscale Network for Single-Image Super-Resolution.

In recent years, deep convolutional neural networks (CNNs) have achieved great success in Single Image Super-Resolution (SISR). Most existing networks for Super-Resolution (SR) concentrate on wider or deeper network designs, leading to neglect of the feature correlations of intermediate layers. In this letter, a novel Multilevel and Multiscale Network for SISR (M2SR) is presented. The proposed net...