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 101–150 of 665 papers

TitleStatusHype
Towards Precise 3D Human Pose Estimation with Multi-Perspective Spatial-Temporal Relational TransformersCode1
Multi-Person 3D Pose Estimation from Multi-View Uncalibrated Depth Cameras—0
Exploring Latent Cross-Channel Embedding for Accurate 3D Human Pose Reconstruction in a Diffusion FrameworkCode0
Diffusion-based Pose Refinement and Muti-hypothesis Generation for 3D Human Pose EstimaitonCode1
D3PRefiner: A Diffusion-based Denoise Method for 3D Human Pose Refinement—0
STAF: 3D Human Mesh Recovery from Video with Spatio-Temporal Alignment FusionCode2
Instance-aware Contrastive Learning for Occluded Human Mesh ReconstructionCode1
PoseIRM: Enhance 3D Human Pose Estimation on Unseen Camera Settings via Invariant Risk Minimization—0
3D Human Pose Perception from Egocentric Stereo Videos—0
Geometry-Biased Transformer for Robust Multi-View 3D Human Pose Reconstruction—0
Lifting by Image -- Leveraging Image Cues for Accurate 3D Human Pose Estimation—0
STRIDE: Single-video based Temporally Continuous Occlusion-Robust 3D Pose EstimationCode0
3D-LFM: Lifting Foundation ModelCode1
SoloPose: One-Shot Kinematic 3D Human Pose Estimation with Video Data AugmentationCode1
WHAM: Reconstructing World-grounded Humans with Accurate 3D MotionCode3
VoxelKP: A Voxel-based Network Architecture for Human Keypoint Estimation in LiDAR DataCode1
Improving the Robustness of 3D Human Pose Estimation: A Benchmark and Learning from Noisy Input—0
ManiPose: Manifold-Constrained Multi-Hypothesis 3D Human Pose EstimationCode0
LiCamPose: Combining Multi-View LiDAR and RGB Cameras for Robust Single-frame 3D Human Pose Estimation—0
Multi-View Person Matching and 3D Pose Estimation with Arbitrary Uncalibrated Camera Networks—0
Hulk: A Universal Knowledge Translator for Human-Centric TasksCode2
Learning Unorthogonalized Matrices for Rotation Estimation—0
W-HMR: Monocular Human Mesh Recovery in World Space with Weak-Supervised CalibrationCode1
UniHPE: Towards Unified Human Pose Estimation via Contrastive Learning—0
RSB-Pose: Robust Short-Baseline Binocular 3D Human Pose Estimation with Occlusion Handling—0
BundleMoCap: Efficient, Robust and Smooth Motion Capture from Sparse Multiview Videos—0
Two Views Are Better than One: Monocular 3D Pose Estimation with Multiview Consistency—0
LiDAR-HMR: 3D Human Mesh Recovery from LiDARCode1
Hourglass Tokenizer for Efficient Transformer-Based 3D Human Pose EstimationCode2
Multiple View Geometry Transformers for 3D Human Pose EstimationCode1
Efficient Domain Adaptation via Generative Prior for 3D Infant Pose EstimationCode1
Temporal-Aware Refinement for Video-based Human Pose and Shape Recovery—0
MotionAGFormer: Enhancing 3D Human Pose Estimation with a Transformer-GCNFormer NetworkCode2
3DHR-Co: A Collaborative Test-time Refinement Framework for In-the-Wild 3D Human-Body Reconstruction Task—0
SMPLer-X: Scaling Up Expressive Human Pose and Shape EstimationCode3
Unsupervised Multi-Person 3D Human Pose Estimation From 2D Poses Alone—0
Understanding Pose and Appearance Disentanglement in 3D Human Pose Estimation—0
GloPro: Globally-Consistent Uncertainty-Aware 3D Human Pose Estimation & Tracking in the Wild—0
TEMPO: Efficient Multi-View Pose Estimation, Tracking, and Forecasting—0
LInKs "Lifting Independent Keypoints" -- Partial Pose Lifting for Occlusion Handling with Improved Accuracy in 2D-3D Human Pose Estimation—0
FreeMan: Towards Benchmarking 3D Human Pose Estimation under Real-World ConditionsCode1
Mirror-Aware Neural HumansCode0
Probabilistic Triangulation for Uncalibrated Multi-View 3D Human Pose EstimationCode1
Refined Temporal Pyramidal Compression-and-Amplification Transformer for 3D Human Pose EstimationCode0
DiffHPE: Robust, Coherent 3D Human Pose Lifting with Diffusion—0
Fusing Monocular Images and Sparse IMU Signals for Real-time Human Motion CaptureCode1
Spatio-temporal MLP-graph network for 3D human pose estimationCode1
PoseGraphNet++: Enriching 3D Human Pose with Orientation Estimation—0
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
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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