Exploiting the image prior in CLIP for super-resolution

• Main Author: Chen, Xingyu
• Other Authors: Chen Change Loy
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Super resolution; Computer vision; CLIP; Deep learning
• Online Access: https://hdl.handle.net/10356/175133
• Institution: Nanyang Technological University

Super-resolution (SR) is a fundamental task in computer vision aimed at enhancing the resolution and quality of low-resolution images. However, a persistent challenge arises from the inherent ambiguity where a single low-resolution image may correspond to mul- tiple high-resolution images. Additiona...