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 501–550 of 665 papers

TitleStatusHype
Unsupervised Adversarial Learning of 3D Human Pose from 2D Joint Locations—0
Unsupervised Cross-Domain 3D Human Pose Estimation via Pseudo-Label-Guided Global Transforms—0
Temporal Representation Learning on Monocular Videos for 3D Human Pose Estimation—0
Unsupervised Multi-Person 3D Human Pose Estimation From 2D Poses Alone—0
UPose3D: Uncertainty-Aware 3D Human Pose Estimation with Cross-View and Temporal Cues—0
UPTor: Unified 3D Human Pose Dynamics and Trajectory Prediction for Human-Robot Interaction—0
View Consistency Aware Holistic Triangulation for 3D Human Pose Estimation—0
View Invariant 3D Human Pose Estimation—0
VoxelTrack: Multi-Person 3D Human Pose Estimation and Tracking in the Wild—0
VTP: Volumetric Transformer for Multi-view Multi-person 3D Pose Estimation—0
Weakly Supervised 3D Human Pose and Shape Reconstruction with Normalizing Flows—0
Weakly-Supervised 3D Human Pose Learning via Multi-view Images in the Wild—0
Weakly-Supervised 3D Pose Estimation from a Single Image using Multi-View Consistency—0
Weakly-supervised 3D Human Pose Estimation with Cross-view U-shaped Graph Convolutional Network—0
Weakly-Supervised Discovery of Geometry-Aware Representation for 3D Human Pose Estimation—0
Weakly Supervised Multi-Modal 3D Human Body Pose Estimation for Autonomous Driving—0
Weakly-supervised Pre-training for 3D Human Pose Estimation via Perspective Knowledge—0
WorldPose: A World Cup Dataset for Global 3D Human Pose Estimation—0
XFormer: Fast and Accurate Monocular 3D Body Capture—0
Neuromorphic High-Frequency 3D Dancing Pose Estimation in Dynamic Environment—0
Monocular Human Pose Estimation: A Survey of Deep Learning-based Methods—0
Motion-DVAE: Unsupervised learning for fast human motion denoising—0
Motion Projection Consistency Based 3D Human Pose Estimation with Virtual Bones from Monocular Videos—0
Moulding Humans: Non-parametric 3D Human Shape Estimation from Single Images—0
MPM: A Unified 2D-3D Human Pose Representation via Masked Pose Modeling—0
mRI: Multi-modal 3D Human Pose Estimation Dataset using mmWave, RGB-D, and Inertial Sensors—0
MUG: Multi-human Graph Network for 3D Mesh Reconstruction from 2D Pose—0
Multi-hop graph transformer network for 3D human pose estimation—0
Multi-initialization Optimization Network for Accurate 3D Human Pose and Shape Estimation—0
Multi-modal 3D Human Pose Estimation with 2D Weak Supervision in Autonomous Driving—0
Multi-modal Pose Diffuser: A Multimodal Generative Conditional Pose Prior—0
Multi-Person 3D Human Pose Estimation from Monocular Images—0
Multi-person 3D pose estimation from a single image captured by a fisheye camera—0
Multi-Person 3D Pose Estimation from Multi-View Uncalibrated Depth Cameras—0
Multi-person Physics-based Pose Estimation for Combat Sports—0
Multi-Scale Networks for 3D Human Pose Estimation with Inference Stage Optimization—0
Multi-View Matching (MVM): Facilitating Multi-Person 3D Pose Estimation Learning with Action-Frozen People Video—0
Multi-View Person Matching and 3D Pose Estimation with Arbitrary Uncalibrated Camera Networks—0
Mirror-Aware Neural HumansCode0
Regular Splitting Graph Network for 3D Human Pose EstimationCode0
Monocular Total Capture: Posing Face, Body, and Hands in the WildCode0
MHEntropy: Entropy Meets Multiple Hypotheses for Pose and Shape RecoveryCode0
MetaPose: Fast 3D Pose from Multiple Views without 3D SupervisionCode0
Synthetic Occlusion Augmentation with Volumetric Heatmaps for the 2018 ECCV PoseTrack Challenge on 3D Human Pose EstimationCode0
Measuring Physical Plausibility of 3D Human Poses Using Physics SimulationCode0
Adapted Human Pose: Monocular 3D Human Pose Estimation with Zero Real 3D Pose DataCode0
RepNet: Weakly Supervised Training of an Adversarial Reprojection Network for 3D Human Pose EstimationCode0
Unsupervised Cross-Modal Alignment for Multi-Person 3D Pose EstimationCode0
MPT: Mesh Pre-Training with Transformers for Human Pose and Mesh ReconstructionCode0
Decanus to Legatus: Synthetic training for 2D-3D human pose liftingCode0
Show:102550
← PrevPage 11 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