A Systematic Survey of Deep Learning-based Single-Image Super-Resolution

• Main Authors: Li, Juncheng, Pei, Zehua, Li, Wenjie, Gao, Guangwei, Wang, Longguang, Wang, Yingqian, Zeng, Tieyong
• Format: Journal Article
• Language: English
• Published: 29.09.2021
• Subjects: Computer Science - Computer Vision and Pattern Recognition

Single-image super-resolution (SISR) is an important task in image processing, which aims to enhance the resolution of imaging systems. Recently, SISR has made a huge leap and has achieved promising results with the help of deep learning (DL). In this survey, we give an overview of DL-based SISR met...