Dual Branches Network for Image Super-Resolution

Recent studies have shown that deep convolutional neural networks (CNNs) significantly boosted the performance of single-image super-resolution (SISR). In this Letter, the authors present a novel dual branches network (DBN) for SISR. Different from traditional CNN, the authors' DBN utilises the benefits of the residual structure and the densely connected structure together. Their key strategy is t...