| BlazePose: On-device Real-time Body Pose tracking | Jun 17, 2020 | 2D Human Pose Estimation3D Human Pose Estimation | CodeCode Available | 4 |
| CoMotion: Concurrent Multi-person 3D Motion | Apr 16, 2025 | 3D Pose EstimationPose Estimation | CodeCode Available | 3 |
| MotionBERT: A Unified Perspective on Learning Human Motion Representations | Oct 12, 2022 | 3D Human Pose Estimation3D Pose Estimation | CodeCode Available | 3 |
| AthletePose3D: A Benchmark Dataset for 3D Human Pose Estimation and Kinematic Validation in Athletic Movements | Mar 10, 2025 | 3D Human Pose Estimation3D Pose Estimation | CodeCode Available | 2 |
| GST: Precise 3D Human Body from a Single Image with Gaussian Splatting Transformers | Sep 6, 2024 | 3DGS3D human pose and shape estimation | CodeCode Available | 2 |
| AutoSoccerPose: Automated 3D posture Analysis of Soccer Shot Movements | May 20, 2024 | 3D Pose EstimationPose Estimation | CodeCode Available | 2 |
| SelfPose3d: Self-Supervised Multi-Person Multi-View 3d Pose Estimation | Apr 2, 2024 | 3D Pose EstimationPose Estimation | CodeCode Available | 2 |
| 3D Human Mesh Estimation from Virtual Markers | Mar 21, 2023 | 3D Human Pose Estimation3D Pose Estimation | CodeCode Available | 2 |
| FrankMocap: A Monocular 3D Whole-Body Pose Estimation System via Regression and Integration | Aug 13, 2021 | 3D Human Pose Estimation3D Human Reconstruction | CodeCode Available | 2 |
| Reconstructing 3D Human Pose by Watching Humans in the Mirror | Apr 1, 2021 | 3D Pose EstimationPose Estimation | CodeCode Available | 2 |
| The Open Catalyst 2020 (OC20) Dataset and Community Challenges | Oct 20, 2020 | 3D Pose EstimationGraph Neural Network | CodeCode Available | 2 |
| FrankMocap: Fast Monocular 3D Hand and Body Motion Capture by Regression and Integration | Aug 19, 2020 | 3D Hand Pose Estimation3D Human Reconstruction | CodeCode Available | 2 |
| Face Alignment in Full Pose Range: A 3D Total Solution | Apr 2, 2018 | 3D Pose EstimationDepth Image Estimation | CodeCode Available | 2 |
| X as Supervision: Contending with Depth Ambiguity in Unsupervised Monocular 3D Pose Estimation | Nov 20, 2024 | 3D Pose EstimationPose Estimation | CodeCode Available | 1 |
| EventEgo3D: 3D Human Motion Capture from Egocentric Event Streams | Apr 12, 2024 | 3D Human Pose Estimation3D Pose Estimation | CodeCode Available | 1 |
| Platypose: Calibrated Zero-Shot Multi-Hypothesis 3D Human Motion Estimation | Mar 10, 2024 | 3D Pose EstimationMotion Estimation | CodeCode Available | 1 |
| Attention-Propagation Network for Egocentric Heatmap to 3D Pose Lifting | Feb 28, 2024 | 3D Pose EstimationEgocentric Pose Estimation | CodeCode Available | 1 |
| Spatial-Aware Regression for Keypoint Localization | Jan 1, 2024 | 3D Pose EstimationPose Estimation | CodeCode Available | 1 |
| 3D Pose Estimation of Two Interacting Hands from a Monocular Event Camera | Dec 21, 2023 | 3D Pose Estimation3D Reconstruction | CodeCode Available | 1 |
| Mask as Supervision: Leveraging Unified Mask Information for Unsupervised 3D Pose Estimation | Dec 12, 2023 | 3D Pose EstimationDiversity | CodeCode Available | 1 |
| DeepSimHO: Stable Pose Estimation for Hand-Object Interaction via Physics Simulation | Oct 11, 2023 | 3D Pose Estimationhand-object pose | CodeCode Available | 1 |
| FreeMan: Towards Benchmarking 3D Human Pose Estimation under Real-World Conditions | Sep 10, 2023 | 3D Human Pose Estimation3D Pose Estimation | CodeCode Available | 1 |
| Probabilistic Triangulation for Uncalibrated Multi-View 3D Human Pose Estimation | Sep 9, 2023 | 3D Human Pose Estimation3D Pose Estimation | CodeCode Available | 1 |
| Monocular 3D Human Pose Estimation for Sports Broadcasts using Partial Sports Field Registration | Apr 10, 2023 | 2D Human Pose Estimation3D Human Pose Estimation | CodeCode Available | 1 |
| 3D-POP - An automated annotation approach to facilitate markerless 2D-3D tracking of freely moving birds with marker-based motion capture | Mar 23, 2023 | 3D Pose EstimationAnimal Pose Estimation | CodeCode Available | 1 |
| Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis Aggregation | Mar 21, 2023 | 3D Human Pose Estimation3D Pose Estimation | CodeCode Available | 1 |
| 3D Human Pose and Shape Estimation via HybrIK-Transformer | Feb 9, 2023 | 3D human pose and shape estimation3D Human Pose Estimation | CodeCode Available | 1 |
| HDFormer: High-order Directed Transformer for 3D Human Pose Estimation | Feb 3, 2023 | 3D Human Pose Estimation3D Pose Estimation | CodeCode Available | 1 |
| Algebraically Rigorous Quaternion Framework for the Neural Network Pose Estimation Problem | Jan 1, 2023 | 3D Pose EstimationPose Estimation | CodeCode Available | 1 |
| DiffPose: Toward More Reliable 3D Pose Estimation | Nov 30, 2022 | 3D Human Pose Estimation3D Pose Estimation | CodeCode Available | 1 |
| Kinematic-aware Hierarchical Attention Network for Human Pose Estimation in Videos | Nov 29, 2022 | 2D Pose Estimation3D Human Pose Estimation | CodeCode Available | 1 |
| MEEV: Body Mesh Estimation On Egocentric Video | Oct 21, 2022 | 3D human pose and shape estimation3D Human Pose Estimation | CodeCode Available | 1 |
| Faster VoxelPose: Real-time 3D Human Pose Estimation by Orthographic Projection | Jul 22, 2022 | 3D Human Pose Estimation3D Multi-Person Pose Estimation | CodeCode Available | 1 |
| VirtualPose: Learning Generalizable 3D Human Pose Models from Virtual Data | Jul 20, 2022 | 3D Multi-Person Pose Estimation3D Multi-Person Pose Estimation (absolute) | CodeCode Available | 1 |
| Snipper: A Spatiotemporal Transformer for Simultaneous Multi-Person 3D Pose Estimation Tracking and Forecasting on a Video Snippet | Jul 9, 2022 | 3D Pose EstimationMotion Forecasting | CodeCode Available | 1 |
| Dual networks based 3D Multi-Person Pose Estimation from Monocular Video | May 2, 2022 | 3D Human Pose Estimation3D Multi-Person Pose Estimation | CodeCode Available | 1 |
| What's in your hands? 3D Reconstruction of Generic Objects in Hands | Apr 14, 2022 | 3D Pose Estimation3D Reconstruction | CodeCode Available | 1 |
| DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation | Mar 16, 2022 | 2D Human Pose Estimation3D Human Pose Estimation | CodeCode Available | 1 |
| Distribution-Aware Single-Stage Models for Multi-Person 3D Pose Estimation | Mar 15, 2022 | 3D Multi-Person Pose Estimation3D Multi-Person Pose Estimation (absolute) | CodeCode Available | 1 |
| ConDor: Self-Supervised Canonicalization of 3D Pose for Partial Shapes | Jan 19, 2022 | 3D Canonicalization3D Geometry Perception | CodeCode Available | 1 |
| Graph Neural Networks for Cross-Camera Data Association | Jan 17, 2022 | 3D Pose EstimationGraph Matching | CodeCode Available | 1 |
| Rethinking the Data Annotation Process for Multi-view 3D Pose Estimation with Active Learning and Self-Training | Dec 27, 2021 | 3D Pose EstimationActive Learning | CodeCode Available | 1 |
| SmoothNet: A Plug-and-Play Network for Refining Human Poses in Videos | Dec 27, 2021 | 2D Human Pose Estimation3D Human Pose Estimation | CodeCode Available | 1 |
| Local and Global Point Cloud Reconstruction for 3D Hand Pose Estimation | Dec 13, 2021 | 3D Hand Pose Estimation3D Point Cloud Reconstruction | CodeCode Available | 1 |
| Direct Multi-view Multi-person 3D Pose Estimation | Nov 7, 2021 | 3D Multi-Person Pose Estimation3D Pose Estimation | CodeCode Available | 1 |
| Neural View Synthesis and Matching for Semi-Supervised Few-Shot Learning of 3D Pose | Oct 27, 2021 | 3D Pose EstimationFew-Shot Learning | CodeCode Available | 1 |
| TransFusion: Cross-view Fusion with Transformer for 3D Human Pose Estimation | Oct 18, 2021 | 3D Human Pose Estimation3D Pose Estimation | CodeCode Available | 1 |
| HUMAN4D: A Human-Centric Multimodal Dataset for Motions and Immersive Media | Oct 14, 2021 | 3D Pose EstimationBenchmarking | CodeCode Available | 1 |
| Unsupervised 3D Pose Estimation for Hierarchical Dance Video Recognition | Sep 19, 2021 | 3D Pose EstimationPose Estimation | CodeCode Available | 1 |
| GraFormer: Graph Convolution Transformer for 3D Pose Estimation | Sep 17, 2021 | 3D Pose EstimationImplicit Relations | CodeCode Available | 1 |
