Research map / Image generation / Image restoration
Side Window Filtering
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Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Replace centered local windows with side or corner-aligned windows and select the output closest to the input pixel | BOX, GAU, MED, BIL, and GUI · Image smoothing | edge preservation | Helped |
| Replace centered local windows with side or corner-aligned windows | BOX, GAU, MED, BIL, and GUI · Image denoising | edge preservation | Helped |
| Replace centered local windows with side or corner-aligned windows | BOX, GAU, MED, BIL, and GUI · Image enhancement | halo artifacts | Helped |
| Use side-window versions of the filters | BIL and GUI · HDR tone mapping | halo artifacts | Helped |
| Add side-window filtering to the iterative weighted guided filter framework | IS-WGF · BSR Dataset natural-image structure-preserving texture-removing | structure preservation | Helped |
| Use side-window weighted guided filtering in mutual-structure extraction | MS-WGF · RGB and depth image pairs | mutual-structure extraction quality | Helped |
| Use side-window weighted guided filtering instead of the original mutual-structure filter | MS-WGF · Depth image mutual-structure extraction | removal of non-mutual structures | Helped |
| Replace the centered neighborhood with a selected side window | Colorization by optimization · Colorization | color leakage | Helped |
| Apply side-window filtering rather than the original filter | BOX · 1 mega pixels, gray-scale images | computational time: 0.052 -> 0.215 | Hurt |
| Apply side-window filtering rather than the original filter | GAU · 1 mega pixels, gray-scale images | computational time: 0.023 -> 0.23 | Hurt |
| Apply side-window filtering rather than the original filter | MED · 1 mega pixels, gray-scale images | computational time: 1.16 -> 3.67 | Hurt |
| Apply side-window filtering rather than the original filter | BIL · 1 mega pixels, gray-scale images | computational time: 8.69 -> 26.2 | Hurt |
Closest papers by meaning
- StraightPCF: Straight Point Cloud Filtering (CVPR 2024 · similarity 0.82)
- Adaptive Window Pruning for Efficient Local Motion Deblurring (ICLR 2024 · similarity 0.81)
- SmartEraser: Remove Anything from Images using Masked-Region Guidance (CVPR 2025 · similarity 0.80)
- DiffusionEdge: Diffusion Probabilistic Model for Crisp Edge Detection (AAAI 2024 · similarity 0.80)
- MetaShadow: Object-Centered Shadow Detection, Removal, and Synthesis (CVPR 2025 · similarity 0.80)
- Hierarchical Adaptive Filtering Network for Text Image Specular Highlight Removal (CVPR 2025 · similarity 0.80)
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