SOTAVerified

3D Human Pose Estimation

3D Human Pose Estimation is a computer vision task that involves estimating the 3D positions and orientations of body joints and bones from 2D images or videos. The goal is to reconstruct the 3D pose of a person in real-time, which can be used in a variety of applications, such as virtual reality, human-computer interaction, and motion analysis.

Papers

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Showing 51–100 of 665 papers

TitleStatusHype
MeshPose: Unifying DensePose and 3D Body Mesh reconstructionCode1
KITRO: Refining Human Mesh by 2D Clues and Kinematic-tree RotationCode1
EventEgo3D: 3D Human Motion Capture from Egocentric Event StreamsCode1
GTA-HDR: A Large-Scale Synthetic Dataset for HDR Image ReconstructionCode1
EgoPoseFormer: A Simple Baseline for Stereo Egocentric 3D Human Pose EstimationCode1
A Dual-Augmentor Framework for Domain Generalization in 3D Human Pose EstimationCode1
Disentangled Diffusion-Based 3D Human Pose Estimation with Hierarchical Spatial and Temporal DenoiserCode1
Lester: rotoscope animation through video object segmentation and trackingCode1
Towards Precise 3D Human Pose Estimation with Multi-Perspective Spatial-Temporal Relational TransformersCode1
Diffusion-based Pose Refinement and Muti-hypothesis Generation for 3D Human Pose EstimaitonCode1
Instance-aware Contrastive Learning for Occluded Human Mesh ReconstructionCode1
3D-LFM: Lifting Foundation ModelCode1
SoloPose: One-Shot Kinematic 3D Human Pose Estimation with Video Data AugmentationCode1
VoxelKP: A Voxel-based Network Architecture for Human Keypoint Estimation in LiDAR DataCode1
W-HMR: Monocular Human Mesh Recovery in World Space with Weak-Supervised CalibrationCode1
LiDAR-HMR: 3D Human Mesh Recovery from LiDARCode1
Multiple View Geometry Transformers for 3D Human Pose EstimationCode1
Efficient Domain Adaptation via Generative Prior for 3D Infant Pose EstimationCode1
FreeMan: Towards Benchmarking 3D Human Pose Estimation under Real-World ConditionsCode1
Probabilistic Triangulation for Uncalibrated Multi-View 3D Human Pose EstimationCode1
Fusing Monocular Images and Sparse IMU Signals for Real-time Human Motion CaptureCode1
Spatio-temporal MLP-graph network for 3D human pose estimationCode1
Co-Evolution of Pose and Mesh for 3D Human Body Estimation from VideoCode1
3D-Aware Neural Body Fitting for Occlusion Robust 3D Human Pose EstimationCode1
PoSynDA: Multi-Hypothesis Pose Synthesis Domain Adaptation for Robust 3D Human Pose EstimationCode1
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent ConversationCode1
Cyclic Test-Time Adaptation on Monocular Video for 3D Human Mesh ReconstructionCode1
Double-chain Constraints for 3D Human Pose Estimation in Images and VideosCode1
Human-M3: A Multi-view Multi-modal Dataset for 3D Human Pose Estimation in Outdoor ScenesCode1
GLA-GCN: Global-local Adaptive Graph Convolutional Network for 3D Human Pose Estimation from Monocular VideoCode1
Back to Optimization: Diffusion-based Zero-Shot 3D Human Pose EstimationCode1
HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution EstimationCode1
Interweaved Graph and Attention Network for 3D Human Pose EstimationCode1
Sampling is Matter: Point-guided 3D Human Mesh ReconstructionCode1
Monocular 3D Human Pose Estimation for Sports Broadcasts using Partial Sports Field RegistrationCode1
SportsPose -- A Dynamic 3D sports pose datasetCode1
Global Adaptation meets Local Generalization: Unsupervised Domain Adaptation for 3D Human Pose EstimationCode1
Global-to-Local Modeling for Video-based 3D Human Pose and Shape EstimationCode1
Zolly: Zoom Focal Length Correctly for Perspective-Distorted Human Mesh ReconstructionCode1
A Hybrid ANN-SNN Architecture for Low-Power and Low-Latency Visual PerceptionCode1
POTTER: Pooling Attention Transformer for Efficient Human Mesh RecoveryCode1
Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis AggregationCode1
Highly Efficient 3D Human Pose Tracking from Events with Spiking Spatiotemporal TransformerCode1
SLOPER4D: A Scene-Aware Dataset for Global 4D Human Pose Estimation in Urban EnvironmentsCode1
GATOR: Graph-Aware Transformer with Motion-Disentangled Regression for Human Mesh Recovery from a 2D PoseCode1
Capturing the motion of every joint: 3D human pose and shape estimation with independent tokensCode1
HTNet: Human Topology Aware Network for 3D Human Pose EstimationCode1
3D Human Pose and Shape Estimation via HybrIK-TransformerCode1
HDFormer: High-order Directed Transformer for 3D Human Pose EstimationCode1
IKOL: Inverse kinematics optimization layer for 3D human pose and shape estimation via Gauss-Newton differentiationCode1
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All datasets3DPWMPI-INF-3DHPHuman3.6MHumanEva-IH3WBTotal CaptureEMDBAGORAPanopticSurreal3D Poses in the Wild ChallengeAIST++

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Simple-baselinePA-MPJPE157—Unverified
2HMRMPJPE130—Unverified
3BMPMPVPE119.3—Unverified
4SPINMPVPE116.4—Unverified
5Wenshuo et a;.MPVPE112.6—Unverified
6TCMR (T=16 w/o 3DPW)MPVPE111.5—Unverified
7CHOMPMPVPE110.1—Unverified
8PC-HMRMPVPE108.6—Unverified
93DCrowdNetMPVPE108.5—Unverified
10SMPLifyPA-MPJPE106.8—Unverified
#ModelMetricClaimedVerifiedStatus
1VNect (Augm.)MPJPE124.7—Unverified
2HMRMPJPE124.2—Unverified
3Single-Shot Multi-PersonMPJPE122.2—Unverified
4MehtaMPJPE117.6—Unverified
5PONetMPJPE115—Unverified
6Pose Consensus (monocular)MPJPE112.1—Unverified
7GeoRep (fully-supervised)MPJPE110.8—Unverified
8XFormer (HRNet)MPJPE109.8—Unverified
9EpipolarPose (fully-supervised)MPJPE108.99—Unverified
10SPINMPJPE105.2—Unverified