Research map / Detection and segmentation / Open-set and few-shot detection
Soft-Segmentation Guided Object Motion Deblurring
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 |
|---|---|---|---|
| use joint soft-segmentation and deblurring | Object motion deblurring on synthetic images · Synthetic images (16-image average) | PSNR: 21.66 -> 22.79 | Helped |
| initialize segmentation with rectangular bounding boxes instead of convex hulls around seed points (ablation) | Soft-Segmentation Guided Object Motion Deblurring · Real object motion deblurring examples | visual deblurring quality | No clear effect |
| use the matting Laplacian in (7) instead of the affinity matrix in (6) (ablation) | Soft-Segmentation Guided Object Motion Deblurring · Object motion deblurring | visual deblurring quality | Helped |
| remove soft-segmentation guidance (ablation) | Object motion deblurring · Object motion deblurring | visual deblurring quality | Hurt |
Closest papers by meaning
- Parameterized Blur Kernel Prior Learning for Local Motion Deblurring (CVPR 2025 · similarity 0.88)
- Real-World Efficient Blind Motion Deblurring via Blur Pixel Discretization (CVPR 2024 · similarity 0.87)
- Adaptive Window Pruning for Efficient Local Motion Deblurring (ICLR 2024 · similarity 0.85)
- Motion-adaptive Separable Collaborative Filters for Blind Motion Deblurring (CVPR 2024 · similarity 0.85)
- ID-Blau: Image Deblurring by Implicit Diffusion-based reBLurring AUgmentation (CVPR 2024 · similarity 0.85)
- DynaMoDe-NeRF: Motion-aware Deblurring Neural Radiance Field for Dynamic Scenes (CVPR 2025 · similarity 0.84)
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.