| 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 |
| 3D Pose-Based Temporal Action Segmentation for Figure Skating: A Fine-Grained and Jump Procedure-Aware Annotation Approach | Aug 29, 2024 | Action SegmentationMarkerless Motion Capture | CodeCode Available | 1 | 5 |
| SportsCap: Monocular 3D Human Motion Capture and Fine-grained Understanding in Challenging Sports Videos | Apr 23, 2021 | Action AssessmentAttribute | CodeCode Available | 1 | 5 |
| Capturing and Inferring Dense Full-Body Human-Scene Contact | Jun 20, 2022 | 4kContact Detection | CodeCode Available | 1 | 5 |
| Towards Single Camera Human 3D-Kinematics | Jan 13, 2023 | Markerless Motion Capture | CodeCode Available | 1 | 5 |
| Machine Vision-Enabled Sports Performance Analysis | Dec 18, 2023 | Markerless Motion Capture | CodeCode Available | 0 | 5 |
| Synergetic Reconstruction from 2D Pose and 3D Motion for Wide-Space Multi-Person Video Motion Capture in the Wild | Jan 16, 2020 | 3D ReconstructionMarkerless Motion Capture | CodeCode Available | 0 | 5 |
| Rethinking Pose in 3D: Multi-stage Refinement and Recovery for Markerless Motion Capture | Aug 4, 2018 | 3D Human Pose EstimationMarkerless Motion Capture | CodeCode Available | 0 | 5 |
| A Review of Deep Learning Techniques for Markerless Human Motion on Synthetic Datasets | Jan 7, 2022 | Markerless Motion Capture | CodeCode Available | 0 | 5 |
| VideoRun2D: Cost-Effective Markerless Motion Capture for Sprint Biomechanics | Sep 16, 2024 | Markerless Motion Capture | CodeCode Available | 0 | 5 |
| Efficient Unsupervised Temporal Segmentation of Motion Data | Oct 22, 2015 | ClusteringMarkerless Motion Capture | —Unverified | 0 | 0 |
| Fast Neural Inverse Kinematics on Human Body Motions | Jun 22, 2025 | Markerless Motion Capture | —Unverified | 0 | 0 |
| FlyCap: Markerless Motion Capture Using Multiple Autonomous Flying Cameras | Oct 29, 2016 | Markerless Motion CaptureVisual Odometry | —Unverified | 0 | 0 |
| Fusing uncalibrated IMUs and handheld smartphone video to reconstruct knee kinematics | May 27, 2024 | Markerless Motion CaptureSensor Fusion | —Unverified | 0 | 0 |
| General Automatic Human Shape and Motion Capture Using Volumetric Contour Cues | Jul 28, 2016 | Markerless Motion Capture | —Unverified | 0 | 0 |
| KinTwin: Imitation Learning with Torque and Muscle Driven Biomechanical Models Enables Precise Replication of Able-Bodied and Impaired Movement from Markerless Motion Capture | May 19, 2025 | Imitation LearningMarkerless Motion Capture | —Unverified | 0 | 0 |
| MAMMA: Markerless & Automatic Multi-Person Motion Action Capture | Jun 16, 2025 | Markerless Motion Capture | —Unverified | 0 | 0 |
| Markerless Motion Capture and Biomechanical Analysis Pipeline | Mar 19, 2023 | Markerless Motion CapturePose Estimation | —Unverified | 0 | 0 |
| Markerless Outdoor Human Motion Capture Using Multiple Autonomous Micro Aerial Vehicles | Oct 1, 2019 | Markerless Motion Capture | —Unverified | 0 | 0 |
| Measuring and modeling the motor system with machine learning | Mar 22, 2021 | BIG-bench Machine LearningDimensionality Reduction | —Unverified | 0 | 0 |
| Motion Capture from Pan-Tilt Cameras with Unknown Orientation | Aug 30, 2019 | Markerless Motion Capture | —Unverified | 0 | 0 |
| OpenCap markerless motion capture estimation of lower extremity kinematics and dynamics in cycling | Aug 20, 2024 | Markerless Motion Capture | —Unverified | 0 | 0 |
| Overcoming the Domain Gap in Contrastive Learning of Neural Action Representations | Nov 29, 2021 | Contrastive LearningDomain Adaptation | —Unverified | 0 | 0 |
| Quantifying Jump Height Using Markerless Motion Capture with a Single Smartphone | Feb 21, 2023 | Camera CalibrationMarkerless Motion Capture | —Unverified | 0 | 0 |
| Real-Time Human Motion Capture with Multiple Depth Cameras | May 25, 2016 | 3D Pose EstimationImage Segmentation | —Unverified | 0 | 0 |
| Self-Supervised Learning of Gait-Based Biomarkers | Jul 30, 2023 | Contrastive LearningDiagnostic | —Unverified | 0 | 0 |
| SkelFormer: Markerless 3D Pose and Shape Estimation using Skeletal Transformers | Apr 19, 2024 | 3D Human Pose EstimationKeypoint Detection | —Unverified | 0 | 0 |
| 3D Kinematics Estimation from Video with a Biomechanical Model and Synthetic Training Data | Feb 20, 2024 | Keypoint DetectionMarkerless Motion Capture | —Unverified | 0 | 0 |
| Walking on Thin Air: Environment-Free Physics-based Markerless Motion Capture | Dec 4, 2018 | Markerless Motion Capture | —Unverified | 0 | 0 |
| Animation of 3D Human Model Using Markerless Motion Capture Applied To Sports | Feb 11, 2014 | Image AnimationMarkerless Motion Capture | —Unverified | 0 | 0 |
| A review of 3D human pose estimation algorithms for markerless motion capture | Oct 13, 2020 | 2D Pose Estimation3D Human Pose Estimation | —Unverified | 0 | 0 |
| Biomechanical Reconstruction with Confidence Intervals from Multiview Markerless Motion Capture | Feb 10, 2025 | Markerless Motion Capture | —Unverified | 0 | 0 |
| BiomechGPT: Towards a Biomechanically Fluent Multimodal Foundation Model for Clinically Relevant Motion Tasks | May 24, 2025 | Activity RecognitionDescriptive | —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 |
| Capture Dense: Markerless Motion Capture Meets Dense Pose Estimation | Dec 5, 2018 | Human ParsingMarkerless Motion Capture | —Unverified | 0 | 0 |
| Differentiable Biomechanics for Markerless Motion Capture in Upper Limb Stroke Rehabilitation: A Comparison with Optical Motion Capture | Nov 22, 2024 | Markerless Motion Capture | —Unverified | 0 | 0 |
| Differentiable Biomechanics Unlocks Opportunities for Markerless Motion Capture | Feb 27, 2024 | GPUMarkerless Motion Capture | —Unverified | 0 | 0 |
| Dynamic Gaussian Splatting from Markerless Motion Capture can Reconstruct Infants Movements | Oct 30, 2023 | Markerless Motion CaptureSemantic Segmentation | —Unverified | 0 | 0 |