Image quality improvement on surveillance footage using super-resolution techniques to generate composite images

• Main Author: Khalisah Faroukh
• Other Authors: Qian Kemao
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/156584
• Institution: Nanyang Technological University

Super-resolution is the process of enhancing the resolution of a captured image through the process of upscaling and enhancing a lower-resolution image to construct a higher-resolution image. In recent years, we have witnessed several advancements in the state-of-the-art Deep Learning-based architec...