Frequency Generation for Real-World Image Super-Resolution

W Guan, H Li, D Xu, J Liu, S Gong… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Single-image super-resolution (SISR) is essential for improving the extraction of useful
information from images captured in the real world. Most existing super-resolution methods …

Learning the Frequency Domain Aliasing for Real-World Super-Resolution

Y Hao, F Yu - Electronics, 2024 - mdpi.com
Most real-world super-resolution methods require synthetic image pairs for training.
However, the frequency domain gap between synthetic images and real-world images leads …

Real-World Super-Resolution Based on Iterative Frequency Domain Degradation Model

Y Hao, Y Liu - 2024 - researchsquare.com
Single-image super-resolution (SR) methods often encounter difficulties when applied to
real-worldimages because of deviations between the degradation model and real-world …