2022
Gradient Variance Loss for Structure-Enhanced Image Super-Resolution
ICASSP 2022accepted
Recent success in the field of single image super-resolution (SISR) is achieved by optimizing deep convolutional neural networks (CNNs) in the image space with the L1 or L2 loss. However, when trained with these loss functions, models usually fail to recover sharp edges present in the high-resolutio…