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 251300 of 665 papers

TitleStatusHype
Capturing Humans in Motion: Temporal-Attentive 3D Human Pose and Shape Estimation from Monocular Video0
3D Human Pose Estimation Using Möbius Graph Convolutional Networks0
LPFormer: LiDAR Pose Estimation Transformer with Multi-Task Network0
Fusing Audio, Textual and Visual Features for Sentiment Analysis of News Videos0
FusePose: IMU-Vision Sensor Fusion in Kinematic Space for Parametric Human Pose Estimation0
3D Human Pose Estimation Using Convolutional Neural Networks with 2D Pose Information0
Can 3D Pose be Learned from 2D Projections Alone?0
CameraPose: Weakly-Supervised Monocular 3D Human Pose Estimation by Leveraging In-the-wild 2D Annotations0
FBI-Pose: Towards Bridging the Gap between 2D Images and 3D Human Poses using Forward-or-Backward Information0
Listening Human Behavior: 3D Human Pose Estimation With Acoustic Signals0
M3GYM: A Large-Scale Multimodal Multi-view Multi-person Pose Dataset for Fitness Activity Understanding in Real-world Settings0
Maximum-Margin Structured Learning with Deep Networks for 3D Human Pose Estimation0
ExtPose: Robust and Coherent Pose Estimation by Extending ViTs0
ActionPrompt: Action-Guided 3D Human Pose Estimation With Text and Pose Prompting0
Exploring Severe Occlusion: Multi-Person 3D Pose Estimation with Gated Convolution0
Multiview-Consistent Semi-Supervised Learning for 3D Human Pose Estimation0
Exploring 3D Human Pose Estimation and Forecasting from the Robot's Perspective: The HARPER Dataset0
LiftFormer: 3D Human Pose Estimation using attention models0
LiDARCap: Long-range Marker-less 3D Human Motion Capture with LiDAR Point Clouds0
BundleMoCap: Efficient, Robust and Smooth Motion Capture from Sparse Multiview Videos0
Lifting by Image -- Leveraging Image Cues for Accurate 3D Human Pose Estimation0
Lightweight 3D Human Pose Estimation Network Training Using Teacher-Student Learning0
Acoustic-based 3D Human Pose Estimation Robust to Human Position0
Building Spatio-temporal Transformers for Egocentric 3D Pose Estimation0
Explicit Occlusion Reasoning for Multi-person 3D Human Pose Estimation0
Bring Your Rear Cameras for Egocentric 3D Human Pose Estimation0
EVOPOSE: A Recursive Transformer For 3D Human Pose Estimation With Kinematic Structure Priors0
Everybody Is Unique: Towards Unbiased Human Mesh Recovery0
3D Human Pose Estimation on a Configurable Bed from a Pressure Image0
Leveraging Temporal Joint Depths for Improving 3D Human Pose Estimation in Video0
Lightweight Multi-View 3D Pose Estimation through Camera-Disentangled Representation0
Estimating Egocentric 3D Human Pose in the Wild with External Weak Supervision0
ESCAPE: Energy-based Selective Adaptive Correction for Out-of-distribution 3D Human Pose Estimation0
3D Human Pose Estimation in the Wild by Adversarial Learning0
Error Bounds of Projection Models in Weakly Supervised 3D Human Pose Estimation0
Enhanced 3D Human Pose Estimation from Videos by using Attention-Based Neural Network with Dilated Convolutions0
BlazePose GHUM Holistic: Real-time 3D Human Landmarks and Pose Estimation0
2D-3D Pose Consistency-based Conditional Random Fields for 3D Human Pose Estimation0
A Bayesian Framework for Sparse Representation-Based 3D Human Pose Estimation0
End-to-end Dynamic Matching Network for Multi-view Multi-person 3d Pose Estimation0
BlanketGen - A synthetic blanket occlusion augmentation pipeline for MoCap datasets0
3D-UGCN: A Unified Graph Convolutional Network for Robust 3D Human Pose Estimation from Monocular RGB Images0
Embodied Scene-aware Human Pose Estimation0
Monocular Human Pose and Shape Reconstruction using Part Differentiable Rendering0
BioPose: Biomechanically-accurate 3D Pose Estimation from Monocular Videos0
Learning Unorthogonalized Matrices for Rotation Estimation0
LInKs "Lifting Independent Keypoints" -- Partial Pose Lifting for Occlusion Handling with Improved Accuracy in 2D-3D Human Pose Estimation0
Beyond Weak Perspective for Monocular 3D Human Pose Estimation0
3D Pictorial Structures for Multiple Human Pose Estimation0
Benchmarking 3D Human Pose Estimation Models Under Occlusions0
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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