Recent Advances on Video Super Resolution

Abstract

Super-resolution(SR) reconstruction is a technique which constructs high-resolution(HR) images/videos from low- resolution(LR) images/videos. Recently super resolution tech- niques has been prospering rapidly and being applied in various areas. In this article we look through recent works which made great contributions to SR, mainly on VSR. We will compare different works’ effectiveness and their unique structures, dis- cussing their pros and cons, trying to find out the reasons why some SR approaches perform significantly better than the others and how they can be applied to help further improve the best performance we can achieve.