Table 5 Metrics for each component of our model
From: Ancient mural inpainting via structure information guided two-branch model
Loss strategy | Stage1 loss | Stage2 loss |
|---|---|---|
Proposed | \({\ell _{\textrm{stage1}}}\) | \({\ell _{\textrm{stage2}}}\) |
Ablation1 | \({\ell _{\textrm{stage1}}} - {\ell _{\mathrm{s\_adv}}}\) | \({\ell _{\textrm{stage2}}}\) |
Ablation2 | \({\ell _{\textrm{stage1}}} - {\ell _{\textrm{FM}}}\) | \({\ell _{\textrm{stage2}}}\) |
Ablation3 | \({\ell _{\textrm{stage1}}}\) | \({\ell _{\textrm{stage2}}} - {\ell _{l1}}\) |
Ablation4 | \({\ell _{\textrm{stage1}}}\) | \({\ell _{\textrm{stage2}}} - {\ell _{\mathrm{c\_adv}}}\) |
Ablation5 | \({\ell _{\textrm{stage1}}}\) | \({\ell _{\textrm{stage2}}} - {\ell _{\textrm{perc}}}\) |
Ablation6 | \({\ell _{\textrm{stage1}}}\) | \({\ell _{\textrm{stage2}}} - {\ell _{\textrm{style}}}\) |