Research map / 3D vision / Face and shape
SimulCap : Single-View Human Performance Capture With Cloth Simulation
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Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Add cloth simulation and iterative depth fitting to capture | SimulCap · Single-view RGBD human performance capture | cloth dynamics realism | Helped |
| Add multi-layer representation and physics-based capture instead of single-surface capture | SimulCap vs DoubleFusion · Single-view human performance capture | cloth-body interaction realism | Helped |
| Add physics-based cloth simulation to infer occluded cloth motion | SimulCap · Invisible cloth regions | plausibility of reconstructed cloth dynamics | Helped |
| Add iterative depth fitting (ablation) | SimulCap · Visible cloth region | depth consistency | Helped |
| Remove the body-depth interpenetration term (ablation) | SimulCap body tracking · Body and cloth tracking | tracking realism | Hurt |
| Replace physics-based cloth simulation and fitting with ICP-based non-rigid tracking for each cloth | Multi-layer baseline · Single-view human performance capture | cloth dynamics detail | Hurt |
| Use single-piece geometry for the outer surface instead of separate body and garment layers | DoubleFusion · Cloth-body interactions | interaction realism | Hurt |
Closest papers by meaning
- FreeCloth: Free-form Generation Enhances Challenging Clothed Human Modeling (CVPR 2025 · similarity 0.87)
- Holoported Characters: Real-time Free-viewpoint Rendering of Humans from Sparse RGB Cameras (CVPR 2024 · similarity 0.86)
- DLCA-Recon: Dynamic Loose Clothing Avatar Reconstruction from Monocular Videos (AAAI 2024 · similarity 0.84)
- GBC-Splat: Generalizable Gaussian-Based Clothed Human Digitalization under Sparse RGB Cameras (CVPR 2025 · similarity 0.84)
- PGC: Physics-Based Gaussian Cloth from a Single Pose (CVPR 2025 · similarity 0.84)
- IntrinsicAvatar: Physically Based Inverse Rendering of Dynamic Humans from Monocular Videos via Explicit Ray Tracing (CVPR 2024 · similarity 0.84)
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