The external example-driven single image super-resolution (SISR) method that uses a deep convolutional neural network (CNN) has exhibited superior performance as compared to previously developed SISR ...

Swin Transformer (the name Swin stands for S hifted win dow) is initially described in arxiv, which capably serves as a general-purpose backbone for computer vision. It is basically a hierarchical ...

In patch-based object recognition, there are two important issues on the codebook generation: (I) resolution: a coarse codebook lacks sufficient discriminative power, and an over-fine one is sensitive ...