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 21–30 of 50 papers

TitleStatusHype
HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution EstimationCode1
3D Human Pose and Shape Estimation via HybrIK-TransformerCode1
IKOL: Inverse kinematics optimization layer for 3D human pose and shape estimation via Gauss-Newton differentiationCode1
Learning to Regress Bodies from Images using Differentiable Semantic RenderingCode1
MEEV: Body Mesh Estimation On Egocentric VideoCode1
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 Clouds—0
Learnable human mesh triangulation for 3D human pose and shape estimation—0
A novel joint points and silhouette-based method to estimate 3D human pose and shape—0
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Benchmark Results

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