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

Showing 51100 of 665 papers

TitleStatusHype
A Graph Attention Spatio-temporal Convolutional Network for 3D Human Pose Estimation in VideoCode1
Combining Implicit Function Learning and Parametric Models for 3D Human ReconstructionCode1
3D Human Mesh Regression with Dense CorrespondenceCode1
Fusing Wearable IMUs with Multi-View Images for Human Pose Estimation: A Geometric ApproachCode1
3D Human Motion Estimation via Motion Compression and RefinementCode1
AdaFuse: Adaptive Multiview Fusion for Accurate Human Pose Estimation in the WildCode1
Context Modeling in 3D Human Pose Estimation: A Unified PerspectiveCode1
GLA-GCN: Global-local Adaptive Graph Convolutional Network for 3D Human Pose Estimation from Monocular VideoCode1
AdaptPose: Cross-Dataset Adaptation for 3D Human Pose Estimation by Learnable Motion GenerationCode1
A Dual-Augmentor Framework for Domain Generalization in 3D Human Pose EstimationCode1
Global-to-Local Modeling for Video-based 3D Human Pose and Shape EstimationCode1
Graph and Temporal Convolutional Networks for 3D Multi-person Pose Estimation in Monocular VideosCode1
Fusing Monocular Images and Sparse IMU Signals for Real-time Human Motion CaptureCode1
GATOR: Graph-Aware Transformer with Motion-Disentangled Regression for Human Mesh Recovery from a 2D PoseCode1
FLEX: Extrinsic Parameters-free Multi-view 3D Human Motion ReconstructionCode1
3D human pose estimation in video with temporal convolutions and semi-supervised trainingCode1
Exemplar Fine-Tuning for 3D Human Model Fitting Towards In-the-Wild 3D Human Pose EstimationCode1
Bilevel Online Adaptation for Out-of-Domain Human Mesh ReconstructionCode1
Coarse-to-Fine Volumetric Prediction for Single-Image 3D Human PoseCode1
Faster VoxelPose: Real-time 3D Human Pose Estimation by Orthographic ProjectionCode1
FreeMan: Towards Benchmarking 3D Human Pose Estimation under Real-World ConditionsCode1
GFPose: Learning 3D Human Pose Prior with Gradient FieldsCode1
Epipolar TransformersCode1
VoxelPose: Towards Multi-Camera 3D Human Pose Estimation in Wild EnvironmentCode1
Estimating Egocentric 3D Human Pose in Global SpaceCode1
Cascaded deep monocular 3D human pose estimation with evolutionary training dataCode1
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent ConversationCode1
Capturing the motion of every joint: 3D human pose and shape estimation with independent tokensCode1
EM-POSE: 3D Human Pose Estimation From Sparse Electromagnetic TrackersCode1
Attention Mechanism Exploits Temporal Contexts: Real-Time 3D Human Pose ReconstructionCode1
Dynamic Multiscale Graph Neural Networks for 3D Skeleton-Based Human Motion PredictionCode1
Efficient Domain Adaptation via Generative Prior for 3D Infant Pose EstimationCode1
EgoPoseFormer: A Simple Baseline for Stereo Egocentric 3D Human Pose EstimationCode1
A simple yet effective baseline for 3d human pose estimationCode1
Learning to Estimate Robust 3D Human Mesh from In-the-Wild Crowded ScenesCode1
Efficient Human Pose Estimation via 3D Event Point CloudCode1
ARTS: Semi-Analytical Regressor using Disentangled Skeletal Representations for Human Mesh Recovery from VideosCode1
PoseBench3D: A Cross-Dataset Analysis Framework for 3D Human Pose EstimationCode1
Back to Optimization: Diffusion-based Zero-Shot 3D Human Pose EstimationCode1
3D Human Shape and Pose from a Single Low-Resolution Image with Self-Supervised LearningCode1
3D-LFM: Lifting Foundation ModelCode1
Encoder-decoder with Multi-level Attention for 3D Human Shape and Pose EstimationCode1
Beyond Static Features for Temporally Consistent 3D Human Pose and Shape from a VideoCode1
End-to-End Human Pose and Mesh Reconstruction with TransformersCode1
3D Human Pose Estimation With Spatio-Temporal Criss-Cross AttentionCode1
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the WildCode1
Compressed Volumetric Heatmaps for Multi-Person 3D Pose EstimationCode1
BLAPose: Enhancing 3D Human Pose Estimation with Bone Length AdjustmentCode1
Dynamic Multi-Person Mesh Recovery From Uncalibrated Multi-View CamerasCode1
ElePose: Unsupervised 3D Human Pose Estimation by Predicting Camera Elevation and Learning Normalizing Flows on 2D PosesCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Simple-baselinePA-MPJPE157Unverified
2HMRMPJPE130Unverified
3BMPMPVPE119.3Unverified
4SPINMPVPE116.4Unverified
5Wenshuo et a;.MPVPE112.6Unverified
6TCMR (T=16 w/o 3DPW)MPVPE111.5Unverified
7CHOMPMPVPE110.1Unverified
8PC-HMRMPVPE108.6Unverified
93DCrowdNetMPVPE108.5Unverified
10SMPLifyPA-MPJPE106.8Unverified
#ModelMetricClaimedVerifiedStatus
1VNect (Augm.)MPJPE124.7Unverified
2HMRMPJPE124.2Unverified
3Single-Shot Multi-PersonMPJPE122.2Unverified
4MehtaMPJPE117.6Unverified
5PONetMPJPE115Unverified
6Pose Consensus (monocular)MPJPE112.1Unverified
7GeoRep (fully-supervised)MPJPE110.8Unverified
8XFormer (HRNet)MPJPE109.8Unverified
9EpipolarPose (fully-supervised)MPJPE108.99Unverified
10SPINMPJPE105.2Unverified