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 251–300 of 665 papers

TitleStatusHype
Capturing Humans in Motion: Temporal-Attentive 3D Human Pose and Shape Estimation from Monocular Video—0
3D Human Pose Estimation Using Möbius Graph Convolutional Networks—0
LPFormer: LiDAR Pose Estimation Transformer with Multi-Task Network—0
Fusing Audio, Textual and Visual Features for Sentiment Analysis of News Videos—0
FusePose: IMU-Vision Sensor Fusion in Kinematic Space for Parametric Human Pose Estimation—0
3D Human Pose Estimation Using Convolutional Neural Networks with 2D Pose Information—0
Can 3D Pose be Learned from 2D Projections Alone?—0
CameraPose: Weakly-Supervised Monocular 3D Human Pose Estimation by Leveraging In-the-wild 2D Annotations—0
FBI-Pose: Towards Bridging the Gap between 2D Images and 3D Human Poses using Forward-or-Backward Information—0
Listening Human Behavior: 3D Human Pose Estimation With Acoustic Signals—0
M3GYM: A Large-Scale Multimodal Multi-view Multi-person Pose Dataset for Fitness Activity Understanding in Real-world Settings—0
Maximum-Margin Structured Learning with Deep Networks for 3D Human Pose Estimation—0
ExtPose: Robust and Coherent Pose Estimation by Extending ViTs—0
ActionPrompt: Action-Guided 3D Human Pose Estimation With Text and Pose Prompting—0
Exploring Severe Occlusion: Multi-Person 3D Pose Estimation with Gated Convolution—0
Multiview-Consistent Semi-Supervised Learning for 3D Human Pose Estimation—0
Exploring 3D Human Pose Estimation and Forecasting from the Robot's Perspective: The HARPER Dataset—0
LiftFormer: 3D Human Pose Estimation using attention models—0
LiDARCap: Long-range Marker-less 3D Human Motion Capture with LiDAR Point Clouds—0
BundleMoCap: Efficient, Robust and Smooth Motion Capture from Sparse Multiview Videos—0
Lifting by Image -- Leveraging Image Cues for Accurate 3D Human Pose Estimation—0
Lightweight 3D Human Pose Estimation Network Training Using Teacher-Student Learning—0
Acoustic-based 3D Human Pose Estimation Robust to Human Position—0
Building Spatio-temporal Transformers for Egocentric 3D Pose Estimation—0
Explicit Occlusion Reasoning for Multi-person 3D Human Pose Estimation—0
Bring Your Rear Cameras for Egocentric 3D Human Pose Estimation—0
EVOPOSE: A Recursive Transformer For 3D Human Pose Estimation With Kinematic Structure Priors—0
Everybody Is Unique: Towards Unbiased Human Mesh Recovery—0
3D Human Pose Estimation on a Configurable Bed from a Pressure Image—0
Leveraging Temporal Joint Depths for Improving 3D Human Pose Estimation in Video—0
Lightweight Multi-View 3D Pose Estimation through Camera-Disentangled Representation—0
Estimating Egocentric 3D Human Pose in the Wild with External Weak Supervision—0
ESCAPE: Energy-based Selective Adaptive Correction for Out-of-distribution 3D Human Pose Estimation—0
3D Human Pose Estimation in the Wild by Adversarial Learning—0
Error Bounds of Projection Models in Weakly Supervised 3D Human Pose Estimation—0
Enhanced 3D Human Pose Estimation from Videos by using Attention-Based Neural Network with Dilated Convolutions—0
BlazePose GHUM Holistic: Real-time 3D Human Landmarks and Pose Estimation—0
2D-3D Pose Consistency-based Conditional Random Fields for 3D Human Pose Estimation—0
A Bayesian Framework for Sparse Representation-Based 3D Human Pose Estimation—0
End-to-end Dynamic Matching Network for Multi-view Multi-person 3d Pose Estimation—0
BlanketGen - A synthetic blanket occlusion augmentation pipeline for MoCap datasets—0
3D-UGCN: A Unified Graph Convolutional Network for Robust 3D Human Pose Estimation from Monocular RGB Images—0
Embodied Scene-aware Human Pose Estimation—0
Monocular Human Pose and Shape Reconstruction using Part Differentiable Rendering—0
BioPose: Biomechanically-accurate 3D Pose Estimation from Monocular Videos—0
Learning Unorthogonalized Matrices for Rotation Estimation—0
LInKs "Lifting Independent Keypoints" -- Partial Pose Lifting for Occlusion Handling with Improved Accuracy in 2D-3D Human Pose Estimation—0
Beyond Weak Perspective for Monocular 3D Human Pose Estimation—0
3D Pictorial Structures for Multiple Human Pose Estimation—0
Benchmarking 3D Human Pose Estimation Models Under Occlusions—0
Show:102550
← PrevPage 6 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