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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 301–350 of 665 papers

TitleStatusHype
NToP: NeRF-Powered Large-scale Dataset Generation for 2D and 3D Human Pose Estimation in Top-View Fisheye ImagesCode0
Occlusion Resilient 3D Human Pose Estimation—0
Uncertainty-Aware Testing-Time Optimization for 3D Human Pose Estimation—0
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
D3PRefiner: A Diffusion-based Denoise Method for 3D Human Pose Refinement—0
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
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
Improving the Robustness of 3D Human Pose Estimation: A Benchmark and Learning from Noisy Input—0
Multi-View Person Matching and 3D Pose Estimation with Arbitrary Uncalibrated Camera Networks—0
Learning Unorthogonalized Matrices for Rotation Estimation—0
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
Temporal-Aware Refinement for Video-based Human Pose and Shape Recovery—0
3DHR-Co: A Collaborative Test-time Refinement Framework for In-the-Wild 3D Human-Body Reconstruction Task—0
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
Mirror-Aware Neural HumansCode0
Refined Temporal Pyramidal Compression-and-Amplification Transformer for 3D Human Pose EstimationCode0
DiffHPE: Robust, Coherent 3D Human Pose Lifting with Diffusion—0
PoseGraphNet++: Enriching 3D Human Pose with Orientation Estimation—0
Unsupervised 3D Pose Estimation with Non-Rigid Structure-from-Motion Modeling—0
Iterative Graph Filtering Network for 3D Human Pose EstimationCode0
Weakly Supervised Multi-Modal 3D Human Body Pose Estimation for Autonomous Driving—0
ActionPrompt: Action-Guided 3D Human Pose Estimation With Text and Pose Prompting—0
ProxyCap: Real-time Monocular Full-body Capture in World Space via Human-Centric Proxy-to-Motion Learning—0
Implicit 3D Human Mesh Recovery using Consistency with Pose and Shape from Unseen-view—0
MPM: A Unified 2D-3D Human Pose Representation via Masked Pose Modeling—0
Representation learning of vertex heatmaps for 3D human mesh reconstruction from multi-view images—0
Automatic Labeling of Parkinson’s Disease Gait Videos with Weak SupervisionCode0
LPFormer: LiDAR Pose Estimation Transformer with Multi-Task Network—0
EVOPOSE: A Recursive Transformer For 3D Human Pose Estimation With Kinematic Structure Priors—0
Motion-DVAE: Unsupervised learning for fast human motion denoising—0
Decomposed Human Motion Prior for Video Pose Estimation via Adversarial Training—0
XFormer: Fast and Accurate Monocular 3D Body Capture—0
Regular Splitting Graph Network for 3D Human Pose EstimationCode0
TAPE: Temporal Attention-based Probabilistic human pose and shape EstimationCode0
Occlusion Robust 3D Human Pose Estimation with StridedPoseGraphFormer and Data Augmentation—0
Human Pose Estimation in Monocular Omnidirectional Top-View Images—0
Self-supervised 3D Human Pose Estimation from a Single Image—0
Show:102550
← PrevPage 7 of 14Next →
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