Human Mesh Recovery

Estimate 3D body mesh from images

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 76–100 of 109 papers

Title	Date	Tasks	Status	Hype
Progressive Multi-view Human Mesh Recovery with Self-Supervision	Dec 10, 2022	BenchmarkingDiversity	—Unverified	0
FLAG3D: A 3D Fitness Activity Dataset with Language Instruction	Dec 9, 2022	Action GenerationAction Recognition	CodeCode Available	0
TORE: Token Reduction for Efficient Human Mesh Recovery with Transformer	Nov 19, 2022	3D geometryHuman Mesh Recovery	—Unverified	0
Multi-view Human Body Mesh Translator	Oct 4, 2022	Human Mesh Recovery	—Unverified	0
Benchmarking and Analyzing 3D Human Pose and Shape Estimation Beyond Algorithms	Sep 21, 2022	3D human pose and shape estimationBenchmarking	CodeCode Available	1
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
VoteHMR: Occlusion-Aware Voting Network for Robust 3D Human Mesh Recovery from Partial Point Clouds	Oct 17, 2021	Human Mesh Recovery	—Unverified	0
Probabilistic Modeling for Human Mesh Recovery	Aug 26, 2021	3D Human Pose Estimation3D Human Reconstruction	CodeCode Available	1
Learning Local Recurrent Models for Human Mesh Recovery	Jul 27, 2021	3D Human Pose Estimation3D Human Shape Estimation	—Unverified	0
Self-supervised 3D Human Mesh Recovery from Noisy Point Clouds	Jul 15, 2021	Human Mesh Recovery	CodeCode Available	1
Everybody Is Unique: Towards Unbiased Human Mesh Recovery	Jul 13, 2021	3D Human Pose Estimation3D Human Shape Estimation	—Unverified	0
PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop	Mar 30, 2021	3D human pose and shape estimation3D Human Pose Estimation	CodeCode Available	1
PC-HMR: Pose Calibration for 3D Human Mesh Recovery from 2D Images/Videos	Mar 16, 2021	3D Human Pose EstimationHuman Mesh Recovery	—Unverified	0
Uncertainty-Aware Human Mesh Recovery From Video by Learning Part-Based 3D Dynamics	Jan 1, 2021	3D Human Reconstruction3D Reconstruction	—Unverified	0
Skeleton2Mesh: Kinematics Prior Injected Unsupervised Human Mesh Recovery	Jan 1, 2021	3D Pose EstimationHuman Mesh Recovery	—Unverified	0
Human Mesh Recovery from Multiple Shots	Dec 17, 2020	3D ReconstructionHuman Mesh Recovery	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