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 351400 of 665 papers

TitleStatusHype
HybridCap: Inertia-aid Monocular Capture of Challenging Human Motions0
Image-based Synthesis for Deep 3D Human Pose Estimation0
Implicit 3D Human Mesh Recovery using Consistency with Pose and Shape from Unseen-view0
Improving the Robustness of 3D Human Pose Estimation: A Benchmark and Learning from Noisy Input0
Inference Stage Optimization for Cross-scenario 3D Human Pose Estimation0
Integrated In-vehicle Monitoring System Using 3D Human Pose Estimation and Seat Belt Segmentation0
Intelligent Carpet: Inferring 3D Human Pose From Tactile Signals0
In the Wild Human Pose Estimation Using Explicit 2D Features and Intermediate 3D Representations0
Inverse Graphics with Probabilistic CAD Models0
Iterated Second-Order Label Sensitive Pooling for 3D Human Pose Estimation0
It's all Relative: Monocular 3D Human Pose Estimation from Weakly Supervised Data0
IVT: An End-to-End Instance-guided Video Transformer for 3D Pose Estimation0
KAMA: 3D Keypoint Aware Body Mesh Articulation0
Kinematic-Structure-Preserved Representation for Unsupervised 3D Human Pose Estimation0
KinePose: A temporally optimized inverse kinematics technique for 6DOF human pose estimation with biomechanical constraints0
LCR-Net: Localization-Classification-Regression for Human Pose0
LCR-Net++: Multi-person 2D and 3D Pose Detection in Natural Images0
Learnable human mesh triangulation for 3D human pose and shape estimation0
Learning Dynamical Human-Joint Affinity for 3D Pose Estimation in Videos0
Learning Local Recurrent Models for Human Mesh Recovery0
Learning Monocular 3D Human Pose Estimation from Multi-view Images0
Learning Pose Grammar for Monocular 3D Pose Estimation0
Learning Pose Grammar to Encode Human Body Configuration for 3D Pose Estimation0
Learning Probabilistic Non-Linear Latent Variable Models for Tracking Complex Activities0
Learning to Estimate 3D Human Pose and Shape from a Single Color Image0
Learning to Estimate 3D Human Pose from Point Cloud0
Learning Unorthogonalized Matrices for Rotation Estimation0
Leveraging Temporal Joint Depths for Improving 3D Human Pose Estimation in Video0
LiDARCap: Long-range Marker-less 3D Human Motion Capture with LiDAR Point Clouds0
LiftFormer: 3D Human Pose Estimation using attention models0
Lifting by Image -- Leveraging Image Cues for Accurate 3D Human Pose Estimation0
Lightweight 3D Human Pose Estimation Network Training Using Teacher-Student Learning0
Lightweight Multi-View 3D Pose Estimation through Camera-Disentangled Representation0
LInKs "Lifting Independent Keypoints" -- Partial Pose Lifting for Occlusion Handling with Improved Accuracy in 2D-3D Human Pose Estimation0
Listening Human Behavior: 3D Human Pose Estimation With Acoustic Signals0
LPFormer: LiDAR Pose Estimation Transformer with Multi-Task Network0
M3GYM: A Large-Scale Multimodal Multi-view Multi-person Pose Dataset for Fitness Activity Understanding in Real-world Settings0
Making the Invisible Visible: Action Recognition Through Walls and Occlusions0
Markerless Multi-view 3D Human Pose Estimation: a survey0
Maximum-Margin Structured Learning with Deep Networks for 3D Human Pose Estimation0
MoCap-guided Data Augmentation for 3D Pose Estimation in the Wild0
Monocular 3D Human Pose Estimation by Predicting Depth on Joints0
Monocular 3D Human Pose Estimation In The Wild Using Improved CNN Supervision0
Mutual Adaptive Reasoning for Monocular 3D Multi-Person Pose Estimation0
MV-SSM: Multi-View State Space Modeling for 3D Human Pose Estimation0
Neural Descent for Visual 3D Human Pose and Shape0
Non-Local Latent Relation Distillation for Self-Adaptive 3D Human Pose Estimation0
Not All Parts Are Created Equal: 3D Pose Estimation by Modeling Bi-Directional Dependencies of Body Parts0
Object-Occluded Human Shape and Pose Estimation From a Single Color Image0
Occluded Human Mesh Recovery0
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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