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 251–300 of 665 papers

TitleStatusHype
Camera Motion Agnostic 3D Human Pose EstimationCode0
Expressive Body Capture: 3D Hands, Face, and Body from a Single ImageCode0
Exploring Latent Cross-Channel Embedding for Accurate 3D Human Pose Reconstruction in a Diffusion FrameworkCode0
Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB ImageCode0
PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human DigitizationCode0
Exploiting temporal information for 3D pose estimationCode0
Exploiting temporal information for 3D human pose estimationCode0
ACRNet: Attention Cube Regression Network for Multi-view Real-time 3D Human Pose Estimation in TelemedicineCode0
PLIKS: A Pseudo-Linear Inverse Kinematic Solver for 3D Human Body EstimationCode0
Exploiting temporal context for 3D human pose estimation in the wildCode0
Exploiting Spatial-Temporal Relationships for 3D Pose Estimation via Graph Convolutional NetworksCode0
A Comprehensive Study of Weight Sharing in Graph Networks for 3D Human Pose EstimationCode0
BodyNet: Volumetric Inference of 3D Human Body ShapesCode0
BoPR: Body-aware Part Regressor for Human Shape and Pose EstimationCode0
PoseGRAF: Geometric-Reinforced Adaptive Fusion for Monocular 3D Human Pose EstimationCode0
Optimizing Local-Global Dependencies for Accurate 3D Human Pose EstimationCode0
PoseLifter: Absolute 3D human pose lifting network from a single noisy 2D human poseCode0
Ordinal Depth Supervision for 3D Human Pose EstimationCode0
Enhancing 3D Human Pose Estimation Amidst Severe Occlusion with Dual Transformer FusionCode0
Absolute Human Pose Estimation with Depth Prediction NetworkCode0
OriNet: A Fully Convolutional Network for 3D Human Pose EstimationCode0
End-to-end Recovery of Human Shape and PoseCode0
NToP: NeRF-Powered Large-scale Dataset Generation for 2D and 3D Human Pose Estimation in Top-View Fisheye ImagesCode0
NanoHTNet: Nano Human Topology Network for Efficient 3D Human Pose EstimationCode0
Neural Body Fitting: Unifying Deep Learning and Model-Based Human Pose and Shape EstimationCode0
Resolving 3D Human Pose Ambiguities with 3D Scene ConstraintsCode0
3D Human Pose Estimation in RGBD Images for Robotic Task LearningCode0
Multi-hypothesis 3D human pose estimation metrics favor miscalibrated distributionsCode0
Dual-stream Transformer-GCN Model with Contextualized Representations Learning for Monocular 3D Human Pose EstimationCode0
Learning to Dress 3D People in Generative ClothingCode0
Back to the Future: Joint Aware Temporal Deep Learning 3D Human Pose EstimationCode0
Automatic Labeling of Parkinson’s Disease Gait Videos with Weak SupervisionCode0
MPT: Mesh Pre-Training with Transformers for Human Pose and Mesh ReconstructionCode0
Multi-task Deep Learning for Real-Time 3D Human Pose Estimation and Action RecognitionCode0
DiffuPose: Monocular 3D Human Pose Estimation via Denoising Diffusion Probabilistic ModelCode0
3D Human Pose Regression using Graph Convolutional NetworkCode0
Monocular Total Capture: Posing Face, Body, and Hands in the WildCode0
3D human pose estimation from depth maps using a deep combination of posesCode0
DeProPose: Deficiency-Proof 3D Human Pose Estimation via Adaptive Multi-View FusionCode0
Mirror-Aware Neural HumansCode0
DensePose: Dense Human Pose Estimation In The WildCode0
3D Human Pose Machines with Self-supervised LearningCode0
MHEntropy: Entropy Meets Multiple Hypotheses for Pose and Shape RecoveryCode0
Multi-view Pose Fusion for Occlusion-Aware 3D Human Pose EstimationCode0
An Integral Pose Regression System for the ECCV2018 PoseTrack ChallengeCode0
Measuring Physical Plausibility of 3D Human Poses Using Physics SimulationCode0
3D Human Pose Estimation with Siamese Equivariant EmbeddingCode0
ManiPose: Manifold-Constrained Multi-Hypothesis 3D Human Pose EstimationCode0
MetaPose: Fast 3D Pose from Multiple Views without 3D SupervisionCode0
Lifting from the Deep: Convolutional 3D Pose Estimation from a Single ImageCode0
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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