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Author

Ji-Wen Lu

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Sep 2026

Decomposed Structural Pattern Banks for Efficient Screen Content Image Super-Resolution

With the development of electronic devices and contemporary coworking offices, remote offices such as online conferences and cloud desktops have become increasingly widespread. In remote offices, super-resolution is vital to break the limitation of restricted bandwidth for exhibiting screen content images (SCIs) in hig...

Jing-Yi Zhang, Meng-Han Zhou, Hao-Nan Jiang et al. · 0 citations
Preprint Aug 2026

PixelSR: Efficient Screen Content Super-Resolution via Pixel Classification

Experiments show the PixelSR achieves state-of-the-art performance with shorter inference time in screen content super-resolution, and utilizes the properties of self-repetitiveness and redundancy in screen content to speed up inference without the loss of model performance.

Zhiheng Li, Lei Chen, Jie Zhou et al. · 0 citations

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