Literature Review on Single Image Super Resolution

Abstract

In this paper, a detailed survey study on single image super-resolution (SR) has been presented, which aims at recovering a high-resolution (HR) image from a given low-resolution (LR) one. It is always the research emphasis because of the requirement of higher definition video displaying, such as the new generation of Ultra High Definition (UHD) TVs. Super-resolution (SR) is a popular topic of image processing that focuses on the enhancement of image resolution. In general, SR takes one or several low-resolution (LR) images as input and maps them as output images with high resolution (HR), which has been widely applied in remote sensing, medical imaging, biometric identification. Shalini Dubey | Prof. Pankaj Sahu | Prof. Surya Bazal"Literature Review on Single Image Super Resolution" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-2 | Issue-5 , August 2018, URL: http://www.ijtsrd.com/papers/ijtsrd18339.pdf http://www.ijtsrd.com/engineering/electronics-and-communication-engineering/18339/literature-review-on-single-image-super-resolution/shalini-dubey