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Human Mesh Recovery

Estimate 3D body mesh from images

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–100 of 109 papers

TitleStatusHype
Multimodal Active Measurement for Human Mesh Recovery in Close ProximityCode0
Cloth2Body: Generating 3D Human Body Mesh from 2D Clothing—0
Distribution-Aligned Diffusion for Human Mesh Recovery—0
Co-Evolution of Pose and Mesh for 3D Human Body Estimation from VideoCode1
Generative Approach for Probabilistic Human Mesh Recovery using Diffusion ModelsCode1
JOTR: 3D Joint Contrastive Learning with Transformers for Occluded Human Mesh RecoveryCode1
Learning Dense UV Completion for Human Mesh Recovery—0
Motion-X: A Large-scale 3D Expressive Whole-body Human Motion DatasetCode2
Implicit 3D Human Mesh Recovery using Consistency with Pose and Shape from Unseen-view—0
D3L: Decomposition of 3D Rotation and Lift from 2D Joint to 3D for Human Mesh Recovery—0
Learning Human Mesh Recovery in 3D Scenes—0
Humans in 4D: Reconstructing and Tracking Humans with TransformersCode3
Probabilistic Human Mesh Recovery in 3D Scenes from Egocentric ViewsCode1
SynBody: Synthetic Dataset with Layered Human Models for 3D Human Perception and ModelingCode2
DiffMesh: A Motion-aware Diffusion Framework for Human Mesh Recovery from Videos—0
POTTER: Pooling Attention Transformer for Efficient Human Mesh RecoveryCode1
Diffusion-HPC: Synthetic Data Generation for Human Mesh Recovery in Challenging DomainsCode1
GATOR: Graph-Aware Transformer with Motion-Disentangled Regression for Human Mesh Recovery from a 2D PoseCode1
Delving Deep into Pixel Alignment Feature for Accurate Multi-view Human Mesh Recovery—0
MHEntropy: Entropy Meets Multiple Hypotheses for Pose and Shape RecoveryCode0
3D Human Mesh Recovery with Sequentially Global Rotation EstimationCode0
Learning Analytical Posterior Probability for Human Mesh RecoveryCode1
NeMo: Learning 3D Neural Motion Fields From Multiple Video Instances of the Same Action—0
Deformable Mesh Transformer for 3D Human Mesh RecoveryCode1
NeMo: 3D Neural Motion Fields from Multiple Video Instances of the Same ActionCode1
Progressive Multi-view Human Mesh Recovery with Self-Supervision—0
FLAG3D: A 3D Fitness Activity Dataset with Language InstructionCode0
TORE: Token Reduction for Efficient Human Mesh Recovery with Transformer—0
Multi-view Human Body Mesh Translator—0
Benchmarking and Analyzing 3D Human Pose and Shape Estimation Beyond AlgorithmsCode1
Self-supervised Human Mesh Recovery with Cross-Representation Alignment—0
CLIFF: Carrying Location Information in Full Frames into Human Pose and Shape EstimationCode0
PyMAF-X: Towards Well-aligned Full-body Model Regression from Monocular ImagesCode2
Domain Adaptive 3D Pose Augmentation for In-the-wild Human Mesh RecoveryCode1
Occluded Human Mesh Recovery—0
Recovering 3D Human Mesh from Monocular Images: A SurveyCode2
SMPL-A: Modeling Person-Specific Deformable Anatomy—0
GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic CamerasCode1
A Lightweight Graph Transformer Network for Human Mesh Reconstruction from 2D Human PoseCode1
Leveraging MoCap Data for Human Mesh RecoveryCode1
VoteHMR: Occlusion-Aware Voting Network for Robust 3D Human Mesh Recovery from Partial Point Clouds—0
Probabilistic Modeling for Human Mesh RecoveryCode1
Learning Local Recurrent Models for Human Mesh Recovery—0
Self-supervised 3D Human Mesh Recovery from Noisy Point CloudsCode1
Everybody Is Unique: Towards Unbiased Human Mesh Recovery—0
PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback LoopCode1
PC-HMR: Pose Calibration for 3D Human Mesh Recovery from 2D Images/Videos—0
Uncertainty-Aware Human Mesh Recovery From Video by Learning Part-Based 3D Dynamics—0
Skeleton2Mesh: Kinematics Prior Injected Unsupervised Human Mesh Recovery—0
Human Mesh Recovery from Multiple ShotsCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BEDLAM-CLIFFPVE-All94.6—Unverified
2BEDLAM-CLIFF+PVE-All87.6—Unverified
3Multi-HMRPVE-All76.8—Unverified