Abstract: Recently, very deep convolutional neural networks (CNNs) have shown great power in single image super-resolution (SISR) and achieved significant improvements against traditional methods.

HD or High Definition, the new gold standard for image resolution, is often used interchangeably with ‘Full HD’ to describe a product’s image resolution, which has only led to confusion. Let’s attempt ...