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3D human pose and shape estimation

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

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 21–30 of 50 papers

Title	Date	Tasks	Status	Hype	Score
HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution Estimation	May 11, 2023	3D human pose and shape estimation3D Human Pose Estimation	CodeCode Available	1	5
3D Human Pose and Shape Estimation via HybrIK-Transformer	Feb 9, 2023	3D human pose and shape estimation3D Human Pose Estimation	CodeCode Available	1	5
IKOL: Inverse kinematics optimization layer for 3D human pose and shape estimation via Gauss-Newton differentiation	Feb 2, 2023	3D human pose and shape estimation3D Human Pose Estimation	CodeCode Available	1	5
Learning to Regress Bodies from Images using Differentiable Semantic Rendering	Oct 7, 2021	3D human pose and shape estimation3D Human Pose Estimation	CodeCode Available	1	5
MEEV: Body Mesh Estimation On Egocentric Video	Oct 21, 2022	3D human pose and shape estimation3D Human Pose Estimation	CodeCode Available	1	5
PARE: Part Attention Regressor for 3D Human Body Estimation	Apr 17, 2021	3D human pose and shape estimation3D Human Pose Estimation	CodeCode Available	1	5
Synthetic Training for Accurate 3D Human Pose and Shape Estimation in the Wild	Sep 21, 2020	3D human pose and shape estimation3D Human Pose Estimation	CodeCode Available	1	5
Unite the People: Closing the Loop Between 3D and 2D Human Representations	Jan 10, 2017	3D human pose and shape estimation3D Human Pose Estimation	CodeCode Available	0	5
CLIFF: Carrying Location Information in Full Frames into Human Pose and Shape Estimation	Aug 1, 2022	3D human pose and shape estimation3D Human Pose Estimation	CodeCode Available	0	5
Convolutional Mesh Regression for Single-Image Human Shape Reconstruction	May 8, 2019	3D geometry3D Hand Pose Estimation	CodeCode Available	0	5

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	SemanticsTTA (HMR2.0)	Average MPJPE (mm)	104.6	—	Unverified
2	MEEV	Average MPJPE (mm)	82.3	—	Unverified