| TCMR (T=16 w/o 3DPW) |
- PA-MPJPE
- 55.8
- MPJPE
- 95
- MPVPE
- 111.5
- Acceleration Error
- 7
|
Beyond Static Features for Temporally Consistent 3D Human Pose and Shape from a Video
2020-11-17 |
코드 1 |
| Wenshuo et a;. |
- PA-MPJPE
- 51.4
- MPJPE
- 89.4
- MPVPE
- 112.6
- Acceleration Error
- 17.1
|
Decomposed Human Motion Prior for Video Pose Estimation via Adversarial Training
2023-05-30 |
연결 없음 |
| SPIN |
- PA-MPJPE
- 59.2
- MPJPE
- 96.9
- MPVPE
- 116.4
|
Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop
2019-09-27 |
코드 1 |
| BMP |
- PA-MPJPE
- 63.8
- MPJPE
- 104.1
- MPVPE
- 119.3
|
Body Meshes as Points
2021-05-06 |
코드 1 |
| ZeDO (S=1,J=17) |
- PA-MPJPE
- 40.3
- MPJPE
- 69.7
|
Back to Optimization: Diffusion-based Zero-Shot 3D Human Pose Estimation
2023-07-07 |
코드 1 |
| 3DHR-Co (w/ 2D GT) |
- PA-MPJPE
- 42.11
- MPJPE
- 63.72
|
3DHR-Co: A Collaborative Test-time Refinement Framework for In-the-Wild 3D Human-Body Reconstruction Task
2023-10-02 |
연결 없음 |
| ZeDO (Cross Dataset) |
- PA-MPJPE
- 42.6
- MPJPE
- 80.9
|
Back to Optimization: Diffusion-based Zero-Shot 3D Human Pose Estimation
2023-07-07 |
코드 1 |
| OSX |
- PA-MPJPE
- 45.1
- MPJPE
- 74.7
|
One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer
2023-03-28 |
코드 1 |
| IVT (f=5) |
- PA-MPJPE
- 46
|
IVT: An End-to-End Instance-guided Video Transformer for 3D Pose Estimation
2022-08-06 |
연결 없음 |
| DeciWatch-PARE |
- PA-MPJPE
- 46.4
- MPJPE
- 75.5
|
DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation
2022-03-16 |
코드 1 |
| TCFormer |
- PA-MPJPE
- 49.3
- MPJPE
- 80.6
|
Not All Tokens Are Equal: Human-centric Visual Analysis via Token Clustering Transformer
2022-04-19 |
코드 1 |
| MeTRAbs |
- PA-MPJPE
- 49.7
- MPJPE
- 68.8
|
MeTRAbs: Metric-Scale Truncation-Robust Heatmaps for Absolute 3D Human Pose Estimation
2020-07-12 |
코드 1 |
| FS+WS+OPT(KA+BA+S, 16 frames) |
- PA-MPJPE
- 49.8
- MPJPE
- 80.2
|
Weakly Supervised 3D Human Pose and Shape Reconstruction with Normalizing Flows
2020-03-23 |
연결 없음 |
| THUNDR |
- PA-MPJPE
- 51.5
- MPJPE
- 74.8
|
THUNDR: Transformer-based 3D HUmaN Reconstruction with Markers
2021-06-17 |
연결 없음 |
| EFT |
- PA-MPJPE
- 51.6
|
Exemplar Fine-Tuning for 3D Human Model Fitting Towards In-the-Wild 3D Human Pose Estimation
2020-04-07 |
코드 1 |
| UniHPE (GT) |
- PA-MPJPE
- 51.6
|
UniHPE: Towards Unified Human Pose Estimation via Contrastive Learning
2023-11-24 |
연결 없음 |
| MION |
- PA-MPJPE
- 52.34
- MPJPE
- 81.98
|
Multi-initialization Optimization Network for Accurate 3D Human Pose and Shape Estimation
2021-12-24 |
연결 없음 |
| SPEC |
- PA-MPJPE
- 53.2
|
SPEC: Seeing People in the Wild with an Estimated Camera
2021-10-01 |
코드 1 |
| HuManiFlow |
- PA-MPJPE
- 53.4
- MPJPE
- 83.9
|
HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution Estimation
2023-05-11 |
코드 1 |
| Hierarchical Probabilistic Humans |
- PA-MPJPE
- 53.6
- MPJPE
- 84.9
|
Hierarchical Kinematic Probability Distributions for 3D Human Shape and Pose Estimation from Images in the Wild
2021-10-03 |
코드 1 |
| BlanketGen |
- PA-MPJPE
- 53.96
|
BlanketGen - A synthetic blanket occlusion augmentation pipeline for MoCap datasets
2022-10-21 |
연결 없음 |
| Hand4Whole |
- PA-MPJPE
- 54.4
|
Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation
2020-11-23 |
코드 1 |
| DaNet-DensePose2SMPL |
- PA-MPJPE
- 54.8
- MPJPE
- 85.5
|
Learning 3D Human Shape and Pose from Dense Body Parts
2019-12-31 |
코드 1 |
| ProHMR + fitting |
- PA-MPJPE
- 55.1
|
Probabilistic Modeling for Human Mesh Recovery
2021-08-26 |
코드 1 |
| TUCH |
- PA-MPJPE
- 55.5
- MPJPE
- 84.9
|
On Self-Contact and Human Pose
2021-04-07 |
코드 1 |
| HUND (FS+SS) |
- PA-MPJPE
- 57.5
- MPJPE
- 81.4
|
Neural Descent for Visual 3D Human Pose and Shape
2020-08-16 |
연결 없음 |
| LASOR |
- PA-MPJPE
- 57.9
|
LASOR: Learning Accurate 3D Human Pose and Shape Via Synthetic Occlusion-Aware Data and Neural Mesh Rendering
2021-08-01 |
코드 1 |
| RSC-Net |
- PA-MPJPE
- 58.98
- MPJPE
- 96.36
|
3D Human Shape and Pose from a Single Low-Resolution Image with Self-Supervised Learning
2020-07-27 |
코드 1 · 코드 2 |
| BeyondWeak |
- PA-MPJPE
- 59.7
- MPJPE
- 83.2
|
Beyond Weak Perspective for Monocular 3D Human Pose Estimation
2020-09-14 |
연결 없음 |
| THUNDR (WS) |
- PA-MPJPE
- 59.9
- MPJPE
- 86.8
|
THUNDR: Transformer-based 3D HUmaN Reconstruction with Markers
2021-06-17 |
연결 없음 |