Research map / 3D vision / Face and shape
SMPLicit: Topology-Aware Generative Model for Clothed People
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Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Use SMPLicit instead of CAPE for scan fitting | 3D scan fitting · Sizer, short sleeves, lower-body | distance to surface (mm): 1.15 -> 0.78 | Helped |
| Use SMPLicit instead of CAPE for scan fitting | 3D scan fitting · Sizer, short sleeves, upper-body | distance to surface (mm): 0.87 -> 0.46 | Helped |
| Use SMPLicit instead of CAPE for scan fitting | 3D scan fitting · Sizer, long sleeves, lower-body | distance to surface (mm): 1.09 -> 0.58 | Helped |
| Use SMPLicit instead of CAPE for scan fitting | 3D scan fitting · Sizer, long sleeves, upper-body | distance to surface (mm): 1.35 -> 0.52 | Helped |
| Use SMPLicit instead of TailorNet for scan fitting | 3D scan fitting · Sizer, short sleeves, upper-body | distance to surface (mm): 0.32 -> 0.46 | Hurt |
| Use SMPLicit instead of TailorNet for scan fitting | 3D scan fitting · Sizer, long sleeves, lower-body | distance to surface (mm): 0.48 -> 0.58 | Hurt |
| Use SMPLicit instead of TailorNet for scan fitting | 3D scan fitting · Sizer, long sleeves, upper-body | distance to surface (mm): 0.41 -> 0.52 | Hurt |
Closest papers by meaning
- Learning to Dress 3D People in Generative Clothing (CVPR 2020 · similarity 0.93)
- SCALE: Modeling Clothed Humans with a Surface Codec of Articulated Local Elements (CVPR 2021 · similarity 0.90)
- SCULPT: Shape-Conditioned Unpaired Learning of Pose-dependent Clothed and Textured Human Meshes (CVPR 2024 · similarity 0.89)
- TailorNet: Predicting Clothing in 3D as a Function of Human Pose, Shape and Garment Style (CVPR 2020 · similarity 0.89)
- FreeCloth: Free-form Generation Enhances Challenging Clothed Human Modeling (CVPR 2025 · similarity 0.87)
- VS: Reconstructing Clothed 3D Human from Single Image via Vertex Shift (CVPR 2024 · similarity 0.86)
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