Research graph
References from Topology-aware validation of 3D skeleton kinematics for athletic movement classification using AthletePose3D. Local targets link to admitted publications; unresolved targets remain external evidence.
Markerless human pose estimation for biomedical applications: a survey
10.3389/fcomp.2023.1153160 · 2023 · External reference
Monocular 3D human pose estimation for sports broadcasts using partial sports field registration
10.48550/arxiv.2304.04437 · 2023 · External reference
Random forests
10.1023/a:1010933404324 · 2001 · External reference
Channel-wise topology refinement graph convolution for skeleton-based action recognition
2021 · External reference
Multi-scale spatial temporal graph convolutional network for skeleton-based action recognition
10.1609/aaai.v35i2.16197 · 2021 · External reference
Markerless motion capture and biomechanical analysis pipeline
10.48550/arxiv.2303.10654 · 2023 · External reference
SkateFormer: skeletal-temporal transformer for human action recognition
2024 · External reference
Revisiting skeleton-based action recognition
2022 · External reference
SportsPose –a dynamic 3D sports pose dataset
10.1109/cvprw59228.2023.00550 · 2023 · External reference
RTMPose: real-time multi-person pose estimation based on MMPose
10.48550/arxiv.2303.07399 · 2023 · External reference
OpenCap markerless motion capture estimation of lower extremity kinematics and dynamics in cycling
10.48550/arxiv.2409.03766 · 2024 · External reference
Anipose: A toolkit for robust markerless 3D pose estimation
10.1016/j.celrep.2021.109730 · 2021 · External reference
Hierarchically decomposed graph convolutional networks for skeleton-based action recognition
10.1109/iccv51070.2023.00958 · 2023 · External reference
Actional-structural graph convolutional networks for skeleton-based action recognition
10.1109/cvpr.2019.00371 · 2019 · External reference
MHFormer: multi-hypothesis transformer for 3D human pose estimation
10.1109/cvpr52688.2022.01280 · 2022 · External reference
Topological symmetry enhanced graph convolution for skeleton-based action recognition
10.48550/arxiv.2411.12560 · 2024 · External reference
NTU RGB+D 120: a large-scale benchmark for 3D human activity understanding
10.1109/tpami.2019.2916873 · 2020 · External reference
Disentangling and unifying graph convolutions for skeleton-based action recognition
10.1109/cvpr42600.2020.00022 · 2020 · External reference
Markerless tracking of user-defined features with deep learning
10.1038/s41593-018-0209-y · 2018 · External reference
Deep-learning-based markerless pose estimation systems in gait analysis: DeepLabCut custom training and the refinement function
10.1038/s41598-025-85591-1 · 2025 · External reference
3D human pose estimation in video with temporal convolutions and semi-supervised training
2019 · External reference
Scikit-learn: machine learning in Python
2011 · External reference
AthleticsPose: authentic sports motion dataset on athletic field and evaluation of monocular 3D pose estimation ability
10.48550/arxiv.2507.12905 · 2025 · External reference
Spatial temporal graph convolutional networks for skeleton-based action recognition
10.1609/aaai.v32i1.12328 · 2018 · External reference
AthletePose3D: a benchmark dataset for 3D human pose estimation and kinematic validation in athletic movements
10.48550/arxiv.2503.07499 · 2025 · External reference
3D human pose estimation with spatial and temporal transformers
2021 · External reference
Overcoming topology agnosticism: enhancing skeleton-based action recognition through redefined skeletal topology awareness
10.48550/arxiv.2305.11468 · 2023 · External reference
Hypergraph transformer for skeleton-based action recognition
10.48550/arxiv.2211.09590 · 2022 · External reference
MotionBERT: a unified perspective on learning human motion representations
10.1109/iccv51070.2023.01385 · 2023 · External reference
Anipose: A toolkit for robust markerless 3D pose estimation
10.1016/j.celrep.2021.109730 · ExternalCitation · doi-reference
Random forests
10.1023/a:1010933404324 · ExternalCitation · doi-reference
Markerless tracking of user-defined features with deep learning
10.1038/s41593-018-0209-y · ExternalCitation · doi-reference
Deep-learning-based markerless pose estimation systems in gait analysis: DeepLabCut custom training and the refinement function
10.1038/s41598-025-85591-1 · ExternalCitation · doi-reference
Actional-structural graph convolutional networks for skeleton-based action recognition
10.1109/cvpr.2019.00371 · ExternalCitation · doi-reference
Disentangling and unifying graph convolutions for skeleton-based action recognition
10.1109/cvpr42600.2020.00022 · ExternalCitation · doi-reference
MHFormer: multi-hypothesis transformer for 3D human pose estimation
10.1109/cvpr52688.2022.01280 · ExternalCitation · doi-reference
SportsPose –a dynamic 3D sports pose dataset
10.1109/cvprw59228.2023.00550 · ExternalCitation · doi-reference
Hierarchically decomposed graph convolutional networks for skeleton-based action recognition
10.1109/iccv51070.2023.00958 · ExternalCitation · doi-reference
MotionBERT: a unified perspective on learning human motion representations
10.1109/iccv51070.2023.01385 · ExternalCitation · doi-reference
NTU RGB+D 120: a large-scale benchmark for 3D human activity understanding
10.1109/tpami.2019.2916873 · ExternalCitation · doi-reference
Spatial temporal graph convolutional networks for skeleton-based action recognition
10.1609/aaai.v32i1.12328 · ExternalCitation · doi-reference
Multi-scale spatial temporal graph convolutional network for skeleton-based action recognition
10.1609/aaai.v35i2.16197 · ExternalCitation · doi-reference
Markerless human pose estimation for biomedical applications: a survey
10.3389/fcomp.2023.1153160 · ExternalCitation · doi-reference
Hypergraph transformer for skeleton-based action recognition
10.48550/arxiv.2211.09590 · ExternalCitation · doi-reference
RTMPose: real-time multi-person pose estimation based on MMPose
10.48550/arxiv.2303.07399 · ExternalCitation · doi-reference
Markerless motion capture and biomechanical analysis pipeline
10.48550/arxiv.2303.10654 · ExternalCitation · doi-reference
Monocular 3D human pose estimation for sports broadcasts using partial sports field registration
10.48550/arxiv.2304.04437 · ExternalCitation · doi-reference
Overcoming topology agnosticism: enhancing skeleton-based action recognition through redefined skeletal topology awareness
10.48550/arxiv.2305.11468 · ExternalCitation · doi-reference
OpenCap markerless motion capture estimation of lower extremity kinematics and dynamics in cycling
10.48550/arxiv.2409.03766 · ExternalCitation · doi-reference
Topological symmetry enhanced graph convolution for skeleton-based action recognition
10.48550/arxiv.2411.12560 · ExternalCitation · doi-reference
AthletePose3D: a benchmark dataset for 3D human pose estimation and kinematic validation in athletic movements
10.48550/arxiv.2503.07499 · ExternalCitation · doi-reference
AthleticsPose: authentic sports motion dataset on athletic field and evaluation of monocular 3D pose estimation ability
10.48550/arxiv.2507.12905 · ExternalCitation · doi-reference
