Table 2 Comparison of ablation studies using PSNR and SSIM metrics.
From: A two-stage HDR reconstruction pipeline for extreme dark-light RGGB images
Category | Method | PSNR \(\uparrow\) | SSIM \(\uparrow\) |
|---|---|---|---|
Single Stage | SID24 | 28.96 | 0.787 |
DID28 | 29.16 | 0.785 | |
SGN10 | 29.28 | 0.790 | |
LLPackNet48 | 27.83 | 0.755 | |
RRT49 | 28.66 | 0.790 | |
Self-Attention U-net | 29.17 | 0.788 | |
Multi-Stage | EEMEFN50 | 29.60 | 0.795 |
LDC51 | 29.56 | 0.799 | |
MCR31 | 29.65 | 0.797 | |
RRENet32 | 29.17 | 0.792 | |
DNF41 | 30.62 | 0.797 | |
Full Pipeline (Self -Attention U-net + HDR) | 30.78 | 0.799 |
