11 citations · 15 across the 6 of their papers we have counts for
4 papers · 1 filter
Frequency Decoupled Framework for Screen Content Image Super-Resolution
Xufei Wang, Qicheng Zhang, Qi Wu +2
Methods based on implicit neural representations have demonstrated superior performance in Screen Content Image Super-Resolution (SCISR) . However, they overlooked the inherent fre…
Multi-Scale Implicit Transformer with Re-parameterize for Arbitrary-Scale Super-Resolution
Jinchen Zhu, Mingjian Zhang, Ling Zheng +1
Recently, the methods based on implicit neural representations have shown excellent capabilities for arbitrary-scale super-resolution (ASSR). Although these methods represent the f…
Efficient Mixed Transformer for Single Image Super-Resolution
Ling Zheng, Jinchen Zhu, Jinpeng Shi +1
Recently, Transformer-based methods have achieved impressive results in single image super-resolution (SISR). However, the lack of locality mechanism and high complexity limit thei…
Image Super-Resolution using Efficient Striped Window Transformer
Jinpeng Shi, Hui Li, Tianle Liu +5
Transformers have achieved remarkable results in single-image super-resolution (SR). However, the challenge of balancing model performance and complexity has hindered their applica…