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
Capturing Humans in Motion: Temporal-Attentive 3D Human Pose and Shape Estimation from Monocular Video0
Recovering 3D Human Mesh from Monocular Images: A SurveyCode2
AirPose: Multi-View Fusion Network for Aerial 3D Human Pose and Shape EstimationCode1
Multi-initialization Optimization Network for Accurate 3D Human Pose and Shape Estimation0
Camera Motion Agnostic 3D Human Pose EstimationCode0
Learning to Regress Bodies from Images using Differentiable Semantic RenderingCode1
EventHPE: Event-based 3D Human Pose and Shape EstimationCode1
Revitalizing Optimization for 3D Human Pose and Shape Estimation: A Sparse Constrained Formulation0
PARE: Part Attention Regressor for 3D Human Body EstimationCode1
PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback LoopCode1
Self-Attentive 3D Human Pose and Shape Estimation from Videos0
3D Human Pose, Shape and Texture from Low-Resolution Images and VideosCode1
A novel joint points and silhouette-based method to estimate 3D human pose and shape0
HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape EstimationCode2
Consistency-Aware Graph Network for Human Interaction UnderstandingCode0
Beyond Static Features for Temporally Consistent 3D Human Pose and Shape from a VideoCode1
Synthetic Training for Accurate 3D Human Pose and Shape Estimation in the WildCode1
Sequential 3D Human Pose and Shape Estimation From Point Clouds0
Bodies at Rest: 3D Human Pose and Shape Estimation from a Pressure Image using Synthetic DataCode1
Weakly Supervised 3D Human Pose and Shape Reconstruction with Normalizing Flows0
HEMlets PoSh: Learning Part-Centric Heatmap Triplets for 3D Human Pose and Shape EstimationCode1
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
Coupling Top-down and Bottom-up Methods for 3D Human Pose and Shape Estimation from Monocular Image Sequences0
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Benchmark Results

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