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. 2025 Sep 1;8:1616007. doi: 10.3389/frai.2025.1616007

Table 5.

Comparison of downsampling methods for foreground restoration.

Downsampling method Parameters (M) FLOPs (G) PSNR
Pixel-unshuffle 16.687 30.777 36.23
Patch-embedding 17.342 30.778 36.38

Bold values indicate the best performance for each column.