3D Multi-Person Pose Estimation
A survey of 3D multi-person pose estimation methods for recovering human pose in both relative and absolute coordinate settings.
Project Snapshot
| Signal | Details |
|---|---|
| Timeline | Aug 2022 to Nov 2022 |
| Organization | XPENG Robotics |
| Focus | 3D Multi-Person Pose Estimation |
| Stack | Custom implementation and project-specific tooling |
Pose Settings
| Setting | Meaning |
|---|---|
| Person-centric | Root-relative 3D pose estimation |
| Camera-centric | Absolute 3D pose estimation in camera coordinates |
Architectures Reviewed
- Graph convolutional networks.
- Temporal convolutional networks.
- Recent methods that combine spatial body structure with temporal motion cues.