Text image super-resolution

Hybrid CNN-RWKV with high-frequency enhancement for real-world chinese-english scene text image super-resolution
Existing scene text image super-resolution (STISR) methods primarily focus on the restoration of fixed-size English text images. …
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Hybrid CNN-RWKV with high-frequency enhancement for real-world chinese-english scene text image super-resolution
Perceiving Multiple Representations for scene text image super-resolution guided by text recognizer
Single image super-resolution (SISR) aims to recover clear high-resolution images from low-resolution images, which has made great …
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Perceiving Multiple Representations for scene text image super-resolution guided by text recognizer
TLWSR: Weakly supervised real-world scene text image super-resolution using text label
Scene text image super-resolution (STISR) has recently received considerable attention. Existing STISR methods are applicable to the …
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TLWSR: Weakly supervised real-world scene text image super-resolution using text label