Research map / 3D vision / Face and shape
Isometric Multi-Shape Matching
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Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Jointly optimize shape-to-universe point matchings and functional maps with ISOMUSH | Isometric multi-shape matching · TOSCA | AUC: 0.956 -> 0.968 | Helped |
| Jointly optimize shape-to-universe point matchings and functional maps with ISOMUSH | Isometric multi-shape matching · FAUST | AUC: 0.911 -> 0.914 | Helped |
| Jointly optimize shape-to-universe point matchings and functional maps with ISOMUSH | Isometric multi-shape matching · SCAPE | AUC: 0.938 -> 0.940 | Helped |
| Represent pairwise correspondences through shape-to-universe matchings | Isometric multi-shape matching · TOSCA | cycle error: 0.68 -> 0 | Helped |
| Represent pairwise correspondences through shape-to-universe matchings | Isometric multi-shape matching · FAUST | cycle error: 0.41 -> 0 | Helped |
| Represent pairwise correspondences through shape-to-universe matchings | Isometric multi-shape matching · SCAPE | cycle error: 0.58 -> 0 | Helped |
| Optimize multi-matching jointly rather than using the ZOOMOUT+SYNC initialization | Isometric multi-shape matching · TOSCA | AUC: 0.943 -> 0.968 | Helped |
| Optimize multi-matching jointly rather than using the ZOOMOUT+SYNC initialization | Isometric multi-shape matching · FAUST | AUC: 0.909 -> 0.914 | Helped |
| Optimize multi-matching jointly rather than using the ZOOMOUT+SYNC initialization | Isometric multi-shape matching · SCAPE | AUC: 0.922 -> 0.940 | Helped |
Closest papers by meaning
- Multi-Shape Matching with Cycle Consistency Basis via Functional Maps (AAAI 2025 · similarity 0.92)
- Partial-to-Partial Shape Matching with Geometric Consistency (CVPR 2024 · similarity 0.90)
- Higher-Order Ratio Cycles for Fast and Globally Optimal Shape Matching (CVPR 2025 · similarity 0.87)
- EchoMatch: Partial-to-Partial Shape Matching via Correspondence Reflection (CVPR 2025 · similarity 0.87)
- SpiderMatch: 3D Shape Matching with Global Optimality and Geometric Consistency (CVPR 2024 · similarity 0.87)
- Stable-SCore: A Stable Registration-based Framework for 3D Shape Correspondence (CVPR 2025 · similarity 0.85)
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