Research map / 3D vision / Human pose estimation
Expressive Body Capture: 3D Hands, Face, and Body From a Single Image
Check your idea against 108,967 papers
AI-extracted summary. Written by AI from the paper's title only (no summary yet). Numbers and claims can be wrong or missing context, so check the paper before you cite or build on it.
Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| Use a unified body, hand, and face model rather than SMPL+H | SMPL-X fitted with SMPLify-X · EHF | v2v error (mm): 54.2 -> 52.9 | Helped |
| Use a unified body, hand, and face model rather than body-only SMPL | SMPL-X fitted with SMPLify-X · EHF | v2v error (mm): 57.6 -> 52.9 | Helped |
| Feed Body+Hands+Face keypoints to body-only SMPL | SMPL · EHF | v2v error (mm): 57.6 -> 64.5 | Hurt |
| Use the gender-neutral model instead of a gender-specific model (ablation) | SMPLify-X · EHF | v2v error (mm): 52.9 -> 58.0 | Hurt |
| Add VPoser instead of using the SMPLify GMM pose prior (ablation) | SMPLify-X · EHF | v2v error (mm): 56.4 -> 52.9 | Helped |
| Add the collision term (ablation) | SMPLify-X · EHF | v2v error (mm): 53.5 -> 52.9 | Helped |
| Use SMPL-X rather than the hands-only method | SMPL-X and Panteleris et al. · EHF hand joints | 3D joint error (mm): 26.5 -> 19.8 | Helped |
Closest papers by meaning
- SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation (NeurIPS 2023 · similarity 0.90)
- MUC: Mixture of Uncalibrated Cameras for Robust 3D Human Body Reconstruction (AAAI 2025 · similarity 0.90)
- Expressive Gaussian Human Avatars from Monocular RGB Video (NeurIPS 2024 · similarity 0.89)
- Monocular Real-Time Full Body Capture With Inter-Part Correlations (CVPR 2021 · similarity 0.89)
- Total Capture: A 3D Deformation Model for Tracking Faces, Hands, and Bodies (CVPR 2018 · similarity 0.89)
- AiOS: All-in-One-Stage Expressive Human Pose and Shape Estimation (CVPR 2024 · similarity 0.87)
Writing a paper in this area? scime draft is a free LaTeX editor with AI included, real-time co-authors and a check of your references and venue rules before you submit. It also imports OpenAI Prism projects.