SOTAVerified

3D human pose and shape estimation

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 41–50 of 50 papers

TitleStatusHype
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 Clouds—0
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 Flows—0
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 Sequences—0
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Benchmark Results

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