← 3D Human Pose Estimation
평가 기록
과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.
표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.
| 모델 | 원본 지표·값 | 논문 | 구현 |
|---|---|---|---|
| MDN (Multi-View) |
|
Generating Multiple Hypotheses for 3D Human Pose Estimation with Mixture Density Network 2019-04-11 |
코드 1 · 코드 2 |
| Ray3D (T=9 CPN) |
|
Ray3D: ray-based 3D human pose estimation for monocular absolute 3D localization 2022-03-22 |
코드 1 |
| SRNet (T=1) |
|
SRNet: Improving Generalization in 3D Human Pose Estimation with a Split-and-Recombine Approach 2020-07-18 |
코드 1 |
| HR-Net+VPose+PoseAug |
|
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation 2021-05-06 |
코드 1 |
| Jointformer (CPN) |
|
Jointformer: Single-Frame Lifting Transformer with Error Prediction and Refinement for 3D Human Pose Estimation 2022-08-07 |
코드 1 |
| Multi-view Temporal self-supervised |
|
Learning Temporal 3D Human Pose Estimation with Pseudo-Labels 2021-10-14 |
코드 1 · 코드 2 |
| STRGCN (T=1) |
|
Exploiting Spatial-Temporal Relationships for 3D Pose Estimation via Graph Convolutional Networks 2019-10-01 |
코드 1 |
| MTF-Transformer (M=0.4, T=1, N=1) |
|
Adaptive Multi-view and Temporal Fusing Transformer for 3D Human Pose Estimation 2021-10-11 |
연결 없음 |
| HR-Net+ST-GCN+PoseAug |
|
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation 2021-05-06 |
코드 1 |
| TAG-Net |
|
Cascaded deep monocular 3D human pose estimation with evolutionary training data 2020-06-14 |
코드 1 |
| LoCO |
|
Compressed Volumetric Heatmaps for Multi-Person 3D Pose Estimation 2020-04-01 |
코드 1 |
| VideoPose3D (T=1) |
|
3D human pose estimation in video with temporal convolutions and semi-supervised training 2018-11-28 |
코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8 · 코드 9 · 코드 10 |
| Graph Stacked Hourglass Network (CPN) |
|
Graph Stacked Hourglass Networks for 3D Human Pose Estimation 2021-03-30 |
코드 1 |
| Pose Consensus (monocular) |
|
Consensus-based Optimization for 3D Human Pose Estimation in Camera Coordinates 2019-11-21 |
코드 1 |
| MöbiusGCN |
|
3D Human Pose Estimation Using Möbius Graph Convolutional Networks 2022-03-20 |
연결 없음 |
| PoseLifter |
|
PoseLifter: Absolute 3D human pose lifting network from a single noisy 2D human pose 2019-10-26 |
코드 1 |
| MDN |
|
Generating Multiple Hypotheses for 3D Human Pose Estimation with Mixture Density Network 2019-04-11 |
코드 1 · 코드 2 |
| ONS LCN |
|
Optimizing Network Structure for 3D Human Pose Estimation 2019-10-01 |
연결 없음 |
| SemGCN |
|
Semantic Graph Convolutional Networks for 3D Human Pose Regression 2019-04-06 |
코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 |
| Stereoscopic View Synthesis Subnetwork |
|
Generalizing Monocular 3D Human Pose Estimation in the Wild 2019-04-11 |
코드 1 |
| Sequence-to-sequence network |
|
Exploiting temporal information for 3D pose estimation 2017-11-23 |
코드 1 |
| TAPE (T=16) |
|
TAPE: Temporal Attention-based Probabilistic human pose and shape Estimation 2023-04-29 |
코드 1 |
| Probabilistic Monocular (T=1) |
|
Probabilistic Monocular 3D Human Pose Estimation with Normalizing Flows 2021-07-29 |
코드 1 |
| 2D-3D Lifting self-supervised |
|
Self-Supervised 3D Human Pose Estimation with Multiple-View Geometry 2021-08-17 |
코드 1 |
| SIM (SH detections FT) (MA) |
|
A simple yet effective baseline for 3d human pose estimation 2017-05-08 |
코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8 · 코드 9 · 코드 10 · 코드 11 · 코드 12 · 코드 13 · 코드 14 |
| VoxelKeypointFusion (transfer) |
|
VoxelKeypointFusion: Generalizable Multi-View Multi-Person Pose Estimation 2024-10-24 |
코드 1 |
| VIBE |
|
VIBE: Video Inference for Human Body Pose and Shape Estimation 2019-12-11 |
코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 |
| CanonPose |
|
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild 2020-11-30 |
코드 1 |