Research map / 3D vision / Depth and stereo
Warping Residual Based Image Stitching for Large Parallax
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Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Use warping-residual-based weights instead of spatial-distance weights (ablation) | APAP-style adaptive image warping · large-parallax stitching examples | stitching artifacts | Helped |
| Add occlusion handling and neighboring-superpixel homography refinement (ablation) | warping-residual-based image stitching · large-parallax stitching examples | stitching artifacts | Helped |
| Use warping-residual-based adaptive homographies with superpixels | image stitching · 40 test image pairs | average geometric error: 33.3, 21.1, 23.3, and 26.9 -> 13.9 | Helped |
| Use warping-residual-based adaptive homographies with superpixels | image stitching · 40 test image pairs | SSIM: 0.41, 0.49, 0.54, and 0.57 -> 0.62 | Helped |
Closest papers by meaning
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- Towards Progressive Multi-Frequency Representation for Image Warping (CVPR 2024 · similarity 0.82)
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