| Neural Localizer Fields for Continuous 3D Human Pose and Shape Estimation | Jul 10, 2024 | 3D human pose and shape estimation | CodeCode Available | 3 | 5 |
| CameraHMR: Aligning People with Perspective | Nov 12, 2024 | 3D human pose and shape estimation | CodeCode Available | 3 | 5 |
| 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 | 5 |
| Recovering 3D Human Mesh from Monocular Images: A Survey | Mar 3, 2022 | 3D human pose and shape estimationHuman Mesh Recovery | CodeCode Available | 2 | 5 |
| HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation | Nov 30, 2020 | 3D human pose and shape estimation3D Human Pose Estimation | CodeCode Available | 2 | 5 |
| PyMAF-X: Towards Well-aligned Full-body Model Regression from Monocular Images | Jul 13, 2022 | 3D human pose and shape estimation3D Human Pose Estimation | CodeCode Available | 2 | 5 |
| NIKI: Neural Inverse Kinematics with Invertible Neural Networks for 3D Human Pose and Shape Estimation | May 15, 2023 | 3D human pose and shape estimation3D Human Pose Estimation | CodeCode Available | 2 | 5 |
| Bodies at Rest: 3D Human Pose and Shape Estimation from a Pressure Image using Synthetic Data | Apr 2, 2020 | 3D human pose and shape estimation3D Human Pose Estimation | CodeCode Available | 1 | 5 |
| Capturing the motion of every joint: 3D human pose and shape estimation with independent tokens | Mar 1, 2023 | 3D human pose and shape estimation3D Human Pose Estimation | CodeCode Available | 1 | 5 |
| PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop | Mar 30, 2021 | 3D human pose and shape estimation3D Human Pose Estimation | CodeCode Available | 1 | 5 |
| 3D Human Pose, Shape and Texture from Low-Resolution Images and Videos | Mar 11, 2021 | 3D human pose and shape estimationContrastive Learning | CodeCode Available | 1 | 5 |
| AirPose: Multi-View Fusion Network for Aerial 3D Human Pose and Shape Estimation | Jan 20, 2022 | 3D human pose and shape estimation | CodeCode Available | 1 | 5 |
| AnthroNet: Conditional Generation of Humans via Anthropometrics | Sep 7, 2023 | 3D human pose and shape estimation3D Human Reconstruction | CodeCode Available | 1 | 5 |
| Benchmarking and Analyzing 3D Human Pose and Shape Estimation Beyond Algorithms | Sep 21, 2022 | 3D human pose and shape estimationBenchmarking | CodeCode Available | 1 | 5 |
| Beyond Static Features for Temporally Consistent 3D Human Pose and Shape from a Video | Nov 17, 2020 | 3D human pose and shape estimation3D Human Pose Estimation | CodeCode Available | 1 | 5 |
| BinaryHPE: 3D Human Pose and Shape Estimation via Binarization | Nov 24, 2023 | 3D human pose and shape estimationBinarization | CodeCode Available | 1 | 5 |
| D-PoSE: Depth as an Intermediate Representation for 3D Human Pose and Shape Estimation | Oct 7, 2024 | 3D human pose and shape estimation | CodeCode Available | 1 | 5 |
| EventHPE: Event-based 3D Human Pose and Shape Estimation | Aug 15, 2021 | 3D human pose and shape estimationOptical Flow Estimation | CodeCode Available | 1 | 5 |
| Global-to-Local Modeling for Video-based 3D Human Pose and Shape Estimation | Mar 26, 2023 | 3D human pose and shape estimation3D Human Pose Estimation | CodeCode Available | 1 | 5 |
| HEMlets PoSh: Learning Part-Centric Heatmap Triplets for 3D Human Pose and Shape Estimation | Mar 10, 2020 | 3D human pose and shape estimation3D Human Pose Estimation | CodeCode Available | 1 | 5 |
| HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution Estimation | May 11, 2023 | 3D human pose and shape estimation3D Human Pose Estimation | CodeCode Available | 1 | 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 |
| IKOL: Inverse kinematics optimization layer for 3D human pose and shape estimation via Gauss-Newton differentiation | Feb 2, 2023 | 3D human pose and shape estimation3D Human Pose Estimation | CodeCode Available | 1 | 5 |
| Learning to Regress Bodies from Images using Differentiable Semantic Rendering | Oct 7, 2021 | 3D human pose and shape estimation3D Human Pose Estimation | CodeCode Available | 1 | 5 |
| MEEV: Body Mesh Estimation On Egocentric Video | Oct 21, 2022 | 3D human pose and shape estimation3D Human Pose Estimation | CodeCode Available | 1 | 5 |
| PARE: Part Attention Regressor for 3D Human Body Estimation | Apr 17, 2021 | 3D human pose and shape estimation3D Human Pose Estimation | CodeCode Available | 1 | 5 |
| Synthetic Training for Accurate 3D Human Pose and Shape Estimation in the Wild | Sep 21, 2020 | 3D human pose and shape estimation3D Human Pose Estimation | CodeCode Available | 1 | 5 |
| Unite the People: Closing the Loop Between 3D and 2D Human Representations | Jan 10, 2017 | 3D human pose and shape estimation3D Human Pose Estimation | CodeCode Available | 0 | 5 |
| CLIFF: Carrying Location Information in Full Frames into Human Pose and Shape Estimation | Aug 1, 2022 | 3D human pose and shape estimation3D Human Pose Estimation | CodeCode Available | 0 | 5 |
| Convolutional Mesh Regression for Single-Image Human Shape Reconstruction | May 8, 2019 | 3D geometry3D Hand Pose Estimation | CodeCode Available | 0 | 5 |
| Utilizing Uncertainty in 2D Pose Detectors for Probabilistic 3D Human Mesh Recovery | Nov 25, 2024 | 3D human pose and shape estimationDiversity | CodeCode Available | 0 | 5 |
| Learning 3D Human Shape and Pose from Dense Body Parts | Dec 31, 2019 | 3D human pose and shape estimation3D Human Pose Estimation | CodeCode Available | 0 | 5 |
| Camera Motion Agnostic 3D Human Pose Estimation | Dec 1, 2021 | 3D human pose and shape estimation3D Human Pose Estimation | CodeCode Available | 0 | 5 |
| Consistency-Aware Graph Network for Human Interaction Understanding | Nov 20, 2020 | 3D human pose and shape estimation | CodeCode Available | 0 | 5 |
| PSVT: End-to-End Multi-person 3D Pose and Shape Estimation with Progressive Video Transformers | Mar 16, 2023 | 3D human pose and shape estimation3D Human Pose Estimation | —Unverified | 0 | 0 |
| Coupling Top-down and Bottom-up Methods for 3D Human Pose and Shape Estimation from Monocular Image Sequences | Oct 1, 2014 | 3D human pose and shape estimation | —Unverified | 0 | 0 |
| A novel joint points and silhouette-based method to estimate 3D human pose and shape | Dec 11, 2020 | 3D human pose and shape estimationPose Estimation | —Unverified | 0 | 0 |
| 3D Human Reconstruction in the Wild with Synthetic Data Using Generative Models | Mar 17, 2024 | 3D human pose and shape estimation3D Human Pose Estimation | —Unverified | 0 | 0 |
| Rethinking Self-Supervised Visual Representation Learning in Pre-training for 3D Human Pose and Shape Estimation | Mar 9, 2023 | 3D human pose and shape estimationobject-detection | —Unverified | 0 | 0 |
| Revitalizing Optimization for 3D Human Pose and Shape Estimation: A Sparse Constrained Formulation | May 28, 2021 | 3D human pose and shape estimationAvg | —Unverified | 0 | 0 |
| Self-Attentive 3D Human Pose and Shape Estimation from Videos | Mar 26, 2021 | 3D human pose and shape estimation3D Human Pose Estimation | —Unverified | 0 | 0 |
| Capturing Humans in Motion: Temporal-Attentive 3D Human Pose and Shape Estimation from Monocular Video | Mar 16, 2022 | 3D human pose and shape estimation3D Human Pose Estimation | —Unverified | 0 | 0 |
| Semantics-aware Test-time Adaptation for 3D Human Pose Estimation | Feb 15, 2025 | 3D human pose and shape estimation3D Human Pose Estimation | —Unverified | 0 | 0 |
| Sequential 3D Human Pose and Shape Estimation From Point Clouds | Jun 1, 2020 | 3D human pose and shape estimation3D Human Shape Estimation | —Unverified | 0 | 0 |
| Learnable human mesh triangulation for 3D human pose and shape estimation | Aug 24, 2022 | 3D human pose and shape estimation3D Human Pose Estimation | —Unverified | 0 | 0 |
| Weakly Supervised 3D Human Pose and Shape Reconstruction with Normalizing Flows | Mar 23, 2020 | 3D human pose and shape estimation3D Human Pose Estimation | —Unverified | 0 | 0 |
| Multi-initialization Optimization Network for Accurate 3D Human Pose and Shape Estimation | Dec 24, 2021 | 3D human pose and shape estimation3D Human Pose Estimation | —Unverified | 0 | 0 |
| BundleMoCap: Efficient, Robust and Smooth Motion Capture from Sparse Multiview Videos | Nov 21, 2023 | 3D human pose and shape estimation3D Human Pose Estimation | —Unverified | 0 | 0 |
| Personalized 3D Human Pose and Shape Refinement | Mar 18, 2024 | 3D human pose and shape estimation | —Unverified | 0 | 0 |
| PointHPS: Cascaded 3D Human Pose and Shape Estimation from Point Clouds | Aug 28, 2023 | 3D human pose and shape estimation | —Unverified | 0 | 0 |
