Fig. 2.
The general pipeline of skeleton-based action recognition using deep learning methods. Firstly, the skeleton data was obtained in 2 ways, directly from depth sensors or from pose estimation algorithms. The skeleton will be sent into RNNs, CNNs, GCNs, or Transformer-based neural networks. Finally, we get the accurate action category.