Exploring a rich spatial–temporal dependent relational model for skeleton-based action recognition by bidirectional LSTM-CNN

Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition

Sijie Yan, Yuanjun Xiong, Dahua Lin · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 4.6K citations · Full text

Human Body Skeletons, Geometric Learning, Engineering +20

NTU RGB+D: A Large Scale Dataset for 3D Human Activity Analysis

Amir Shahroudy, Jun Liu, Tian-Tsong Ng et al. · 2016 · 2.9K citations

Engineering, Machine Learning, Human Pose Estimation +23

Hierarchical recurrent neural network for skeleton based action recognition

Y. Du, Wei Wang, Liang Wang · 2015 · 1.9K citations

Engineering, Machine Learning, Human Pose Estimation +18

Human Action Recognition by Representing 3D Skeletons as Points in a Lie Group

Raviteja Vemulapalli, Felipe Arrate, Rama Chellappa · 2014 · 1.6K citations

Lie Group, Engineering, Human Pose Estimation +27

Co-Occurrence Feature Learning for Skeleton Based Action Recognition Using Regularized Deep LSTM Networks

Wentao Zhu, Cuiling Lan, Junliang Xing et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2016 · 878 citations · Full text

Engineering, Machine Learning, Human Pose Estimation +18