Latest Research in Human Pose and Action Recognition

14 research papers · 2026 median publication year

Top Research Topics in Human Pose and Action Recognition

Highest-Cited Papers

  1. A multi-modal deep learning approach: towards robust sports activity recognition in aerial videos
  2. ME-BATNet: A Lightweight Multi-Task Edge Intelligence Network for Real-Time Badminton Stroke Recognition and Shuttlecock Trajectory Tracking on Mobile Devices
  3. GymPose: a new benchmark and pose-based framework for fine-grained action classification
  4. One for All: Generalist Foundation Model for Cross-Sensor Skeleton Representation Learning
  5. JRTE-GCN: A Graph Convolutional Network with Joint Relation Topology Evolution Modeling for Skeleton-Based Action Recognition
  6. ChildGaze: A Benchmark Dataset for Collaborative Behavior Understanding in Children
  7. Application of human action recognition in film and television editing based on multi-scale visual transformer and attention mechanism
  8. SemChain: Semantic-guided Motion Chains for Skeleton-based Action Recognition
  9. Recognition-Guided Generative Skeleton Imputation for Robust Action Recognition Under Severe Occlusion in Construction Scenarios
  10. BPA-STGCN: Body-Part-Aware Spatio-Temporal Graph Convolutional Network for Stable Skeleton-Based Action Recognition
  11. ELASTIC: Trajectory-Based Synchronization of Event and Tracking Data in Soccer
  12. MASQ: Mask-Aware Spatiotemporal Quantization for Unsupervised Skeleton Action Segmentation
  13. Pose-Anchored Optical Flow for Low-Latency Human Action Anticipation in Human-Robot Teaming
  14. Motion-Guided Dynamic-Graph Construction with Kinematic-Aware Transformer for Skeleton Action Recognition
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L3 Region - - 2026 Sep Q3

Human Pose and Action Recognition

14 papers

Top Topics (4)

Human Pose and Action Recognition8
Computer Vision and Pattern Recognition4
Occupational Health and Safety Research1
Databases1

Top Publications (14)

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