35 citations · 41 across the 2 of their papers we have counts for
3 papers
eess.IV2022★ 35 cited
Bayesian Image Super-Resolution with Deep Modeling of Image Statistics
Shangqi Gao, Xiahai Zhuang
Modeling statistics of image priors is useful for image super-resolution, but little attention has been paid from the massive works of deep learning-based methods. In this work, we…
eess.IV2020
Rank-One Network: An Effective Framework for Image Restoration
Shangqi Gao, Xiahai Zhuang
The principal rank-one (RO) components of an image represent the self-similarity of the image, which is an important property for image restoration. However, the RO components of a…
cs.CV2019★ 6 cited
Multi-scale deep neural networks for real image super-resolution
Shangqi Gao, Xiahai Zhuang
Single image super-resolution (SR) is extremely difficult if the upscaling factors of image pairs are unknown and different from each other, which is common in real image SR. To ta…