SOTAVerified

3D human pose and shape estimation

Estimate 3D human pose and shape (e.g. SMPL) from images

Papers

Showing 2650 of 50 papers

TitleStatusHype
PARE: Part Attention Regressor for 3D Human Body EstimationCode1
Synthetic Training for Accurate 3D Human Pose and Shape Estimation in the WildCode1
Sequential 3D Human Pose and Shape Estimation From Point Clouds0
Learnable human mesh triangulation for 3D human pose and shape estimation0
A novel joint points and silhouette-based method to estimate 3D human pose and shape0
3D Human Reconstruction in the Wild with Synthetic Data Using Generative Models0
Rethinking Self-Supervised Visual Representation Learning in Pre-training for 3D Human Pose and Shape Estimation0
Revitalizing Optimization for 3D Human Pose and Shape Estimation: A Sparse Constrained Formulation0
Self-Attentive 3D Human Pose and Shape Estimation from Videos0
Capturing Humans in Motion: Temporal-Attentive 3D Human Pose and Shape Estimation from Monocular Video0
Semantics-aware Test-time Adaptation for 3D Human Pose Estimation0
Weakly Supervised 3D Human Pose and Shape Reconstruction with Normalizing Flows0
Multi-initialization Optimization Network for Accurate 3D Human Pose and Shape Estimation0
BundleMoCap: Efficient, Robust and Smooth Motion Capture from Sparse Multiview Videos0
Personalized 3D Human Pose and Shape Refinement0
PointHPS: Cascaded 3D Human Pose and Shape Estimation from Point Clouds0
PSVT: End-to-End Multi-person 3D Pose and Shape Estimation with Progressive Video Transformers0
Coupling Top-down and Bottom-up Methods for 3D Human Pose and Shape Estimation from Monocular Image Sequences0
Learning 3D Human Shape and Pose from Dense Body PartsCode0
Convolutional Mesh Regression for Single-Image Human Shape ReconstructionCode0
Unite the People: Closing the Loop Between 3D and 2D Human RepresentationsCode0
CLIFF: Carrying Location Information in Full Frames into Human Pose and Shape EstimationCode0
Camera Motion Agnostic 3D Human Pose EstimationCode0
Consistency-Aware Graph Network for Human Interaction UnderstandingCode0
Utilizing Uncertainty in 2D Pose Detectors for Probabilistic 3D Human Mesh RecoveryCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SemanticsTTA (HMR2.0)Average MPJPE (mm)104.6Unverified
2MEEVAverage MPJPE (mm)82.3Unverified