| MotionBERT: A Unified Perspective on Learning Human Motion Representations | Oct 12, 2022 | 3D Human Pose Estimation3D Pose Estimation | CodeCode Available | 3 | 5 |
| MotionAGFormer: Enhancing 3D Human Pose Estimation with a Transformer-GCNFormer Network | Oct 25, 2023 | 3D Human Pose EstimationClassification | CodeCode Available | 2 | 5 |
| ICON: Implicit Clothed humans Obtained from Normals | Dec 16, 2021 | 3D Human Pose Estimation3D Human Reconstruction | CodeCode Available | 2 | 5 |
| KTPFormer: Kinematics and Trajectory Prior Knowledge-Enhanced Transformer for 3D Human Pose Estimation | Mar 31, 2024 | 3D Human Pose EstimationMonocular 3D Human Pose Estimation | CodeCode Available | 2 | 5 |
| PoseMamba: Monocular 3D Human Pose Estimation with Bidirectional Global-Local Spatio-Temporal State Space Model | Aug 7, 2024 | 3D Human Pose EstimationLong-range modeling | CodeCode Available | 2 | 5 |
| MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video | Mar 2, 2022 | 3D Human Pose EstimationClassification | CodeCode Available | 2 | 5 |
| TCPFormer: Learning Temporal Correlation with Implicit Pose Proxy for 3D Human Pose Estimation | Jan 3, 2025 | 3D Human Pose EstimationMonocular 3D Human Pose Estimation | CodeCode Available | 2 | 5 |
| 3D Human Pose and Shape Estimation via HybrIK-Transformer | Feb 9, 2023 | 3D human pose and shape estimation3D Human Pose Estimation | CodeCode Available | 1 | 5 |
| Monocular 3D Human Pose Estimation by Generation and Ordinal Ranking | Apr 2, 2019 | 3D Human Pose EstimationImage to 3D | CodeCode Available | 1 | 5 |
| Graph and Temporal Convolutional Networks for 3D Multi-person Pose Estimation in Monocular Videos | Dec 22, 2020 | 3D Absolute Human Pose Estimation3D Human Pose Estimation | CodeCode Available | 1 | 5 |
| Improving Robustness and Accuracy via Relative Information Encoding in 3D Human Pose Estimation | Jul 29, 2021 | 3D Human Pose EstimationMonocular 3D Human Pose Estimation | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Diffusion-Based 3D Human Pose Estimation with Multi-Hypothesis Aggregation | Mar 21, 2023 | 3D Human Pose Estimation3D Pose Estimation | CodeCode Available | 1 | 5 |
| Uplift and Upsample: Efficient 3D Human Pose Estimation with Uplifting Transformers | Oct 12, 2022 | 2D Pose Estimation3D Human Pose Estimation | CodeCode Available | 1 | 5 |
| VIBE: Video Inference for Human Body Pose and Shape Estimation | Dec 11, 2019 | 3D Human Pose Estimation3D Pose Estimation | CodeCode Available | 1 | 5 |
| Exploiting Temporal Contexts with Strided Transformer for 3D Human Pose Estimation | Mar 26, 2021 | 3D Human Pose EstimationMonocular 3D Human Pose Estimation | CodeCode Available | 1 | 5 |
| A simple yet effective baseline for 3d human pose estimation | May 8, 2017 | 3D Human Pose Estimation3D Pose Estimation | CodeCode Available | 1 | 5 |
| Ray3D: ray-based 3D human pose estimation for monocular absolute 3D localization | Mar 22, 2022 | 3D Human Pose EstimationMonocular 3D Human Pose Estimation | CodeCode Available | 1 | 5 |
| AGORA: Avatars in Geography Optimized for Regression Analysis | Apr 29, 2021 | 2D Human Pose Estimation3D Human Pose Estimation | CodeCode Available | 1 | 5 |
| SRNet: Improving Generalization in 3D Human Pose Estimation with a Split-and-Recombine Approach | Jul 18, 2020 | 3D Human Pose EstimationMonocular 3D Human Pose Estimation | CodeCode Available | 1 | 5 |
| DECA: Deep viewpoint-Equivariant human pose estimation using Capsule Autoencoders | Aug 19, 2021 | 3D Human Pose EstimationMonocular 3D Human Pose Estimation | CodeCode Available | 1 | 5 |
| Anatomy-aware 3D Human Pose Estimation with Bone-based Pose Decomposition | Feb 24, 2020 | 3D Human Pose EstimationAnatomy | CodeCode Available | 1 | 5 |
| Probabilistic Monocular 3D Human Pose Estimation with Normalizing Flows | Jul 29, 2021 | 3D Human Pose EstimationMonocular 3D Human Pose Estimation | CodeCode Available | 1 | 5 |
| 3D-LFM: Lifting Foundation Model | Dec 19, 2023 | 3D Facial Landmark Localization3D Hand Pose Estimation | CodeCode Available | 1 | 5 |
| Attention Mechanism Exploits Temporal Contexts: Real-Time 3D Human Pose Reconstruction | Jun 1, 2020 | 2D Pose Estimation3D Human Pose Estimation | CodeCode Available | 1 | 5 |
| DiffPose: Toward More Reliable 3D Pose Estimation | Nov 30, 2022 | 3D Human Pose Estimation3D Pose Estimation | CodeCode Available | 1 | 5 |
| Sampling is Matter: Point-guided 3D Human Mesh Reconstruction | Apr 19, 2023 | 3D Hand Pose Estimation3D Human Pose Estimation | CodeCode Available | 1 | 5 |
| CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild | Nov 30, 2020 | 3D Human Pose EstimationMonocular 3D Human Pose Estimation | CodeCode Available | 1 | 5 |
| Disentangled Diffusion-Based 3D Human Pose Estimation with Hierarchical Spatial and Temporal Denoiser | Mar 7, 2024 | 3D Human Pose EstimationDisentanglement | CodeCode Available | 1 | 5 |
| Double-chain Constraints for 3D Human Pose Estimation in Images and Videos | Aug 10, 2023 | 3D Human Pose EstimationMonocular 3D Human Pose Estimation | CodeCode Available | 1 | 5 |
| Motion Guided 3D Pose Estimation from Videos | Apr 29, 2020 | 3D Human Pose Estimation3D Pose Estimation | CodeCode Available | 1 | 5 |
| 3D human pose estimation in video with temporal convolutions and semi-supervised training | Nov 28, 2018 | 3D Human Pose EstimationMonocular 3D Human Pose Estimation | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Jointformer: Single-Frame Lifting Transformer with Error Prediction and Refinement for 3D Human Pose Estimation | Aug 7, 2022 | 3D Human Pose EstimationMonocular 3D Human Pose Estimation | CodeCode Available | 1 | 5 |
| Capturing and Inferring Dense Full-Body Human-Scene Contact | Jun 20, 2022 | 4kContact Detection | CodeCode Available | 1 | 5 |
| PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation | May 6, 2021 | 3D Human Pose EstimationData Augmentation | CodeCode Available | 1 | 5 |
| Cascaded deep monocular 3D human pose estimation with evolutionary training data | Jun 14, 2020 | 3D Human Pose EstimationData Augmentation | CodeCode Available | 1 | 5 |
| P-STMO: Pre-Trained Spatial Temporal Many-to-One Model for 3D Human Pose Estimation | Mar 15, 2022 | 3D Human Pose EstimationDenoising | CodeCode Available | 1 | 5 |
| Semantic Graph Convolutional Networks for 3D Human Pose Regression | Apr 6, 2019 | 3D Human Pose EstimationMonocular 3D Human Pose Estimation | CodeCode Available | 1 | 5 |
| GFPose: Learning 3D Human Pose Prior with Gradient Fields | Dec 16, 2022 | 3D Human Pose EstimationDenoising | CodeCode Available | 1 | 5 |
| 3D Human Pose Estimation with Spatial and Temporal Transformers | Mar 18, 2021 | 3D Human Pose Estimationimage-classification | CodeCode Available | 1 | 5 |
| Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image | Jul 26, 2019 | 3D Absolute Human Pose Estimation3D Depth Estimation | CodeCode Available | 0 | 5 |
| DiffuPose: Monocular 3D Human Pose Estimation via Denoising Diffusion Probabilistic Model | Dec 6, 2022 | 3D Human Pose EstimationDenoising | CodeCode Available | 0 | 5 |
| ActiveMoCap: Optimized Viewpoint Selection for Active Human Motion Capture | Dec 18, 2019 | 3D Human Pose EstimationMonocular 3D Human Pose Estimation | CodeCode Available | 0 | 5 |
| DensePose: Dense Human Pose Estimation In The Wild | Feb 1, 2018 | 3D Human Pose EstimationMonocular 3D Human Pose Estimation | CodeCode Available | 0 | 5 |
| Monocular Total Capture: Posing Face, Body, and Hands in the Wild | Dec 4, 2018 | 3D Human Pose EstimationHand Pose Estimation | CodeCode Available | 0 | 5 |
| Heuristic Weakly Supervised 3D Human Pose Estimation | May 23, 2021 | 3D Human Pose Estimation3D Pose Estimation | CodeCode Available | 0 | 5 |
| ConvFormer: Parameter Reduction in Transformer Models for 3D Human Pose Estimation by Leveraging Dynamic Multi-Headed Convolutional Attention | Apr 4, 2023 | 3D Human Pose EstimationMonocular 3D Human Pose Estimation | CodeCode Available | 0 | 5 |
| Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image | Jan 1, 2017 | 3D Human Pose Estimation3D Pose Estimation | CodeCode Available | 0 | 5 |
| Learning 3D Human Pose from Structure and Motion | Nov 25, 2017 | 3D Human Pose EstimationMonocular 3D Human Pose Estimation | CodeCode Available | 0 | 5 |
