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 301350 of 665 papers

TitleStatusHype
Uncertainty-Aware Adaptation for Self-Supervised 3D Human Pose Estimation0
On Triangulation as a Form of Self-Supervision for 3D Human Pose Estimation0
LiDARCap: Long-range Marker-less 3D Human Motion Capture with LiDAR Point Clouds0
CrossFormer: Cross Spatio-Temporal Transformer for 3D Human Pose EstimationCode1
Occluded Human Mesh Recovery0
Ray3D: ray-based 3D human pose estimation for monocular absolute 3D localizationCode1
3D Human Pose Estimation Using Möbius Graph Convolutional Networks0
HybridCap: Inertia-aid Monocular Capture of Challenging Human Motions0
HSC4D: Human-centered 4D Scene Capture in Large-scale Indoor-outdoor Space Using Wearable IMUs and LiDARCode1
DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose EstimationCode1
Capturing Humans in Motion: Temporal-Attentive 3D Human Pose and Shape Estimation from Monocular Video0
P-STMO: Pre-Trained Spatial Temporal Many-to-One Model for 3D Human Pose EstimationCode1
Quantification of Occlusion Handling Capability of a 3D Human Pose Estimation FrameworkCode0
Real-Time Hybrid Mapping of Populated Indoor Scenes using a Low-Cost Monocular UAV0
MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in VideoCode2
Estimating Egocentric 3D Human Pose in the Wild with External Weak Supervision0
SmoothNet: A Plug-and-Play Network for Refining Human Poses in VideosCode1
Multi-initialization Optimization Network for Accurate 3D Human Pose and Shape Estimation0
HSPACE: Synthetic Parametric Humans Animated in Complex Environments0
Multi-modal 3D Human Pose Estimation with 2D Weak Supervision in Autonomous Driving0
AdaptPose: Cross-Dataset Adaptation for 3D Human Pose Estimation by Learnable Motion GenerationCode1
PONet: Robust 3D Human Pose Estimation via Learning Orientations Only0
ICON: Implicit Clothed humans Obtained from NormalsCode2
ElePose: Unsupervised 3D Human Pose Estimation by Predicting Camera Elevation and Learning Normalizing Flows on 2D PosesCode1
GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic CamerasCode1
Camera Motion Agnostic 3D Human Pose EstimationCode0
Camera Distortion-aware 3D Human Pose Estimation in Video with Optimization-based Meta-LearningCode1
MHFormer: Multi-Hypothesis Transformer for 3D Human Pose EstimationCode1
A Lightweight Graph Transformer Network for Human Mesh Reconstruction from 2D Human PoseCode1
Hierarchical Graph Networks for 3D Human Pose EstimationCode0
Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online AdaptationCode1
Higher-Order Implicit Fairing Networks for 3D Human Pose Estimation0
Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation0
Dynamic Multi-Person Mesh Recovery From Uncalibrated Multi-View CamerasCode1
TransFusion: Cross-view Fusion with Transformer for 3D Human Pose EstimationCode1
Leveraging MoCap Data for Human Mesh RecoveryCode1
Localization with Sampling-ArgmaxCode1
Joint 3D Human Shape Recovery and Pose Estimation from a Single Image with Bilayer GraphCode0
3D Human Pose Estimation for Free-form Activity Using WiFi Signals0
Learning Temporal 3D Human Pose Estimation with Pseudo-LabelsCode0
Real-time, low-cost multi-person 3D pose estimation0
Adaptive Multi-view and Temporal Fusing Transformer for 3D Human Pose Estimation0
Learning to Regress Bodies from Images using Differentiable Semantic RenderingCode1
Hierarchical Kinematic Probability Distributions for 3D Human Shape and Pose Estimation from Images in the WildCode1
Generalizable Human Pose Triangulation0
SPEC: Seeing People in the Wild with an Estimated CameraCode1
Learning Dynamical Human-Joint Affinity for 3D Pose Estimation in Videos0
Encoder-decoder with Multi-level Attention for 3D Human Shape and Pose EstimationCode1
DC-GNet: Deep Mesh Relation Capturing Graph Convolution Network for 3D Human Shape Reconstruction0
Probabilistic Modeling for Human Mesh RecoveryCode1
Show:102550
← PrevPage 7 of 14Next →

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