RGB-D-based Human Motion Recognition with Deep Learning: A Survey

  title={RGB-D-based Human Motion Recognition with Deep Learning: A Survey},
  author={Pichao Wang and Wanqing Li and Philip Ogunbona and Jun Wan and Sergio Escalera},
Human motion recognition is one of the most important branches of human-centered research activities. In recent years, motion recognition based on RGB-D data has attracted much attention. Along with the development in artificial intelligence, deep learning techniques have gained remarkable success in computer vision. In particular, convolutional neural networks (CNN) have achieved great success for image-based tasks, and recurrent neural networks (RNN) are renowned for sequence-based problems… CONTINUE READING
7 Citations
183 References
Similar Papers


Publications referenced by this paper.
Showing 1-10 of 183 references

A unified framework for multi-modal isolated gesture recognition

  • J. Duan, S. Zhou, J. Wan, X. Guo, S. Z. Li
  • ACM Transactions on Multimedia Computing…
  • 2016
Highly Influential
4 Excerpts

Similar Papers

Loading similar papers…