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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 41–50 of 109 papers

Title	Date	Tasks	Status	Hype	Score
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	5
3D Human Mesh Recovery with Sequentially Global Rotation Estimation	Jan 1, 2023	Human Mesh Recovery	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
Human Mesh Recovery from Monocular Images via a Skeleton-disentangled Representation	Aug 20, 2019	3D Human Pose Estimation3D Pose Estimation	CodeCode Available	0	5
ANTHROPOS-V: benchmarking the novel task of Crowd Volume Estimation	Jan 3, 2025	BenchmarkingCrowd Counting	CodeCode Available	0	5
Optimizing Local-Global Dependencies for Accurate 3D Human Pose Estimation	Dec 27, 2024	3D Human Pose EstimationHuman Mesh Recovery	CodeCode Available	0	5
MHEntropy: Entropy Meets Multiple Hypotheses for Pose and Shape Recovery	Jan 1, 2023	3D Hand Pose Estimation3D Human Pose Estimation	CodeCode Available	0	5
Multimodal Active Measurement for Human Mesh Recovery in Close Proximity	Oct 12, 2023	Human Mesh RecoveryPose Estimation	CodeCode Available	0	5
FLAG3D: A 3D Fitness Activity Dataset with Language Instruction	Dec 9, 2022	Action GenerationAction Recognition	CodeCode Available	0	5
Incorporating Test-Time Optimization into Training with Dual Networks for Human Mesh Recovery	Jan 25, 2024	Human Mesh RecoveryMeta-Learning	CodeCode Available	0	5

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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