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Multigrid Backprojection Super–Resolution and Deep Filter Visualization

AAAI 2019 · Image generation › Super-resolution · approach: Perceptual and real-world SR · 26 citations (OpenAlex)

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Measured effects reported in the paper

What was changedWhereMeasuredEffect
Use MGBP super-resolution instead of EDSROur · Set14 2×PSNR: 33.27 vs 33.92Hurt
Use MGBP super-resolution instead of EDSROur · BSDS100 2×PSNR: 31.99 vs 32.32Hurt
Use MGBP super-resolution instead of EDSROur · Urban100 2×PSNR: 31.37 vs 32.93Hurt
Use MGBP super-resolution instead of EDSROur · Manga109 2×PSNR: 37.92 vs 39.10Hurt
Use MGBP super-resolution instead of D-DBPNOur · Set14 4×PSNR: 28.43 vs 28.82Hurt
Use MGBP super-resolution instead of D-DBPNOur · BSDS100 4×PSNR: 27.42 vs 27.72Hurt
Use MGBP super-resolution instead of EDSROur · Urban100 4×PSNR: 25.70 vs 26.64Hurt
Use MGBP super-resolution instead of D-DBPNOur · Manga109 4×PSNR: 30.07 vs 31.18Hurt
Use MGBP super-resolution instead of D-DBPNOur · Set14 8×PSNR: 24.82 vs 25.13Hurt
Use MGBP super-resolution instead of D-DBPNOur · BSDS100 8×PSNR: 24.67 vs 24.88Hurt
Use MGBP super-resolution instead of D-DBPNOur · Urban100 8×PSNR: 22.21 vs 22.83Hurt
Use MGBP super-resolution instead of D-DBPNOur · Manga109 8×PSNR: 24.12 vs 25.30Hurt

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