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- Image Processing Techniques and Applications
- Advanced Vision and Imaging
- Fuel Cells and Related Materials
- Advanced Memory and Neural Computing
- Advanced Image Processing Techniques
- Fault Detection and Control Systems
- Atmospheric and Environmental Gas Dynamics
10.1109/access.2024.3416999
article
EN
cc-by-nc-nd
IEEE Access
2024-01-01
Owing to the robust priors of diffusion models, recent approaches have shown promise in addressing real-world super-resolution (Real-SR). However, achieving semantic consistency and perceptual naturalness meet human perception demands remains difficult, especially under conditions heavy degradation varied input complexities. To tackle this, we propose Hero-SR, a one-step diffusion-based SR framework explicitly designed with priors. Hero-SR consists two novel modules: Dynamic Time-Step Module...
10.48550/arxiv.2412.07152
preprint
EN
arXiv (Cornell University)
2024-12-09
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