Two-stream RNN/CNN for action recognition in 3D videos

• Published in: Proceedings of the ... IEEE/RSJ International Conference on Intelligent Robots and Systems pp. 4260 - 4267
• Main Authors: Rui Zhao, Ali, Haider, van der Smagt, Patrick
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.09.2017
• Subjects: Convolution; Logic gates; Recurrent neural networks; Skeleton; Three-dimensional displays; Training; Videos

The recognition of actions from video sequences has many applications in health monitoring, assisted living, surveillance, and smart homes. Despite advances in sensing, in particular related to 3D video, the methodologies to process the data are still subject to research. We demonstrate superior res...