An 8K super-resolution accelerator using edge-selective dynamic processing achieves 30 FPS with 50% fewer MAC operations and 84% smaller model while keeping PSNR loss under 0.6 dB.
Residual feature distillation network for lightweight image super-resolution,
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ESSR: An 8K@30FPS Super-Resolution Accelerator With Edge Selective Network
An 8K super-resolution accelerator using edge-selective dynamic processing achieves 30 FPS with 50% fewer MAC operations and 84% smaller model while keeping PSNR loss under 0.6 dB.