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Human Mesh Recovery

Estimate 3D body mesh from images

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 81–90 of 109 papers

Title	Date	Tasks	Status	Hype
Self-supervised Human Mesh Recovery with Cross-Representation Alignment	Sep 10, 2022	DiversityHuman Mesh Recovery	—Unverified	0
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
PyMAF-X: Towards Well-aligned Full-body Model Regression from Monocular Images	Jul 13, 2022	3D human pose and shape estimation3D Human Pose Estimation	CodeCode Available	2
Domain Adaptive 3D Pose Augmentation for In-the-wild Human Mesh Recovery	Jun 21, 2022	Data AugmentationDomain Adaptation	CodeCode Available	1
Occluded Human Mesh Recovery	Mar 24, 2022	3D Human Pose EstimationHuman Mesh Recovery	—Unverified	0
Recovering 3D Human Mesh from Monocular Images: A Survey	Mar 3, 2022	3D human pose and shape estimationHuman Mesh Recovery	CodeCode Available	2
SMPL-A: Modeling Person-Specific Deformable Anatomy	Jan 1, 2022	AnatomyDiagnostic	—Unverified	0
GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras	Dec 2, 2021	3D Human Pose EstimationGlobal 3D Human Pose Estimation	CodeCode Available	1
A Lightweight Graph Transformer Network for Human Mesh Reconstruction from 2D Human Pose	Nov 24, 2021	3D Human Pose Estimation3D Human Shape Estimation	CodeCode Available	1
Leveraging MoCap Data for Human Mesh Recovery	Oct 18, 2021	3D Human Pose Estimation3D Human Reconstruction	CodeCode Available	1

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	BEDLAM-CLIFF	PVE-All	94.6	—	Unverified
2	BEDLAM-CLIFF+	PVE-All	87.6	—	Unverified
3	Multi-HMR	PVE-All	76.8	—	Unverified