Latest Research in Human Pose and Action Recognition

24 research papers · 2026 median publication year

Top Research Topics in Human Pose and Action Recognition

Highest-Cited Papers

  1. DirtyMoCap: Robust Motion Capture from Unconstrained Markers
  2. Prosthesis-Aware 3D Human Pose Estimation: A Dataset and Benchmark for RSP Users
  3. Pose Magic++: Integrating Mamba and HyperGCN for Efficient and Temporally Consistent 3D Human Pose Estimation
  4. MEgoVista: Multi-view Ego-aware Motion Estimation for Metric 4D Hands and Head in the Wild
  5. Human Pose-Constrained UV Map Estimation
  6. BGM2Pose: Active 3D Human Pose Estimation with Non-Stationary Sounds
  7. AG-EgoPose: Spatially Anchored Residual Correction with Action Context for Monocular Egocentric 3D Pose Estimation
  8. Detection-Guided Keypoint Estimation for Humanoid Robots from Video Frames
  9. KAD-Net: Kinematics-Aware Decoupled Learning for Robust 3D Hand Pose Estimation from a Single Depth Image
  10. PSEG improves human pose estimation via plug-and-play structural edge guidance
  11. From Where to How: Continuous 4D Interaction Forecasting from Egocentric Video
  12. Human posture recognition model integrating YOLOv8 pose and graph multilayer perceptron
  13. MFA-Pose: Human Pose Estimation with Multi-Scale Context Fusion and Adaptive Gated Upsampling for Industrial Surveillance
  14. Sound-based Multi-Person 3D Pose Estimation
  15. Technology Assessment of Solar-Assisted Underground Thermal Energy Storage Potential Using a Lithology-Resolved GIS–Laboratory Framework
  16. MuyBridge: Mobile Human Center-of-Mass Estimation from Monocular Video via Sparse Fusion
  17. On the Role of Rotation Equivariance in Monocular 2D-to-3D Human Pose Lifting
  18. Feed-Forward Multi-view Multi-person Reconstruction with Contrastive Human-Aware 3D Representation
  19. MEOM: Multi-View Expected-OKS Maximization for Human Pose Triangulation
  20. Everybody Tracking Every Body
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L3 Region - - 2026 Sep Q3

Human Pose and Action Recognition

24 papers

Top Topics (4)

Computer Vision and Pattern Recognition17
Human Pose and Action Recognition5
Geothermal Energy Systems and Applications1
Signal Processing1

Top Publications (20)

1.DirtyMoCap: Robust Motion Capture from Unconstrained Markers2.Prosthesis-Aware 3D Human Pose Estimation: A Dataset and Benchmark for RSP Users3.Pose Magic++: Integrating Mamba and HyperGCN for Efficient and Temporally Consistent 3D Human Pose Estimation4.MEgoVista: Multi-view Ego-aware Motion Estimation for Metric 4D Hands and Head in the Wild5.Human Pose-Constrained UV Map Estimation6.BGM2Pose: Active 3D Human Pose Estimation with Non-Stationary Sounds7.AG-EgoPose: Spatially Anchored Residual Correction with Action Context for Monocular Egocentric 3D Pose Estimation8.Detection-Guided Keypoint Estimation for Humanoid Robots from Video Frames9.KAD-Net: Kinematics-Aware Decoupled Learning for Robust 3D Hand Pose Estimation from a Single Depth Image10.PSEG improves human pose estimation via plug-and-play structural edge guidance11.From Where to How: Continuous 4D Interaction Forecasting from Egocentric Video12.Human posture recognition model integrating YOLOv8 pose and graph multilayer perceptron13.MFA-Pose: Human Pose Estimation with Multi-Scale Context Fusion and Adaptive Gated Upsampling for Industrial Surveillance14.Sound-based Multi-Person 3D Pose Estimation15.Technology Assessment of Solar-Assisted Underground Thermal Energy Storage Potential Using a Lithology-Resolved GIS–Laboratory Framework16.MuyBridge: Mobile Human Center-of-Mass Estimation from Monocular Video via Sparse Fusion17.On the Role of Rotation Equivariance in Monocular 2D-to-3D Human Pose Lifting18.Feed-Forward Multi-view Multi-person Reconstruction with Contrastive Human-Aware 3D Representation19.MEOM: Multi-View Expected-OKS Maximization for Human Pose Triangulation20.Everybody Tracking Every Body
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