Research map / Detection and segmentation / Open-set and few-shot detection
Foreground-Aware Image Inpainting
Check your idea against 108,967 papers
AI-extracted summary. Written by AI from the paper's title only (no summary yet). Numbers and claims can be wrong or missing context, so check the paper before you cite or build on it.
Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| add completed foreground contour guidance to image completion (ablation) | Ours · Saliency dataset | L1 Loss: 0.010002 -> 0.009327 | Helped |
| add completed foreground contour guidance to image completion (ablation) | Ours · Saliency dataset | L2 Loss: 0.002597 -> 0.002329 | Helped |
| add completed foreground contour guidance to image completion (ablation) | Ours · Saliency dataset | PSNR: 29.35 -> 29.86 | Helped |
| add completed foreground contour guidance to image completion (ablation) | Ours · Saliency dataset | SSIM: 0.9356 -> 0.9383 | Helped |
| jointly fine-tune the contour completion and image completion modules instead of fixing the contour module (ablation) | Ours · Saliency dataset | inpainting quality | No clear effect |
Closest papers by meaning
- Paint by Inpaint: Learning to Add Image Objects by Removing Them First (CVPR 2025 · similarity 0.88)
- DesignEdit: Unify Spatial-Aware Image Editing via Training-free Inpainting with a Multi-Layered Latent Diffusion Framework (AAAI 2025 · similarity 0.87)
- IMFine: 3D Inpainting via Geometry-guided Multi-view Refinement (CVPR 2025 · similarity 0.87)
- InpDiffusion: Image Inpainting Localization via Conditional Diffusion Models (AAAI 2025 · similarity 0.87)
- Towards Enhanced Image Inpainting: Mitigating Unwanted Object Insertion and Preserving Color Consistency (CVPR 2025 · similarity 0.87)
- NeRFiller: Completing Scenes via Generative 3D Inpainting (CVPR 2024 · similarity 0.85)
Writing a paper in this area? scime draft is a free LaTeX editor with AI included, real-time co-authors and a check of your references and venue rules before you submit. It also imports OpenAI Prism projects.