Non-local Graph Convolutional Network for joint Activity Recognition and Motion Prediction
Dianhao Zhang,Ngo Anh Vien,Mien Van,Seán McLoone,Dianhao Zhang,Ngo Anh Vien,Mien Van,Seán McLoone
3D skeleton-based motion prediction and activity recognition are two interwoven tasks in human behaviour analysis. In this work, we propose a motion context modeling methodology that provides a new way to combine the advantages of both graph convolutional neural networks and recurrent neural networks for joint human motion prediction and activity recognition. Our approach is based on using an LSTM...
