2 papers
cs.CV2024
CDFormer:When Degradation Prediction Embraces Diffusion Model for Blind Image Super-Resolution
Qingguo Liu, Chenyi Zhuang, Pan Gao +1
Existing Blind image Super-Resolution (BSR) methods focus on estimating either kernel or degradation information, but have long overlooked the essential content details. In this pa…
cs.CV2023
Degradation-Aware Self-Attention Based Transformer for Blind Image Super-Resolution
Qingguo Liu, Pan Gao, Kang Han +2
Compared to CNN-based methods, Transformer-based methods achieve impressive image restoration outcomes due to their abilities to model remote dependencies. However, how to apply Tr…