Super-Resolution using Convolutional Neural Networks without Any Checkerboard Artifacts

Yusuke Sugawara, Sayaka Shiota, Hitoshi Kiya

It is well-known that a number of excellent super-resolution (SR) methods using convolutional neural networks (CNNs) generate checkerboard artifacts. A condition to avoid the check…