Two-stream spatio-temporal GCN-transformer networks for skeleton-based action recognition

The Graph Neural Network Model

Franco Scarselli, M. Gori, Ah Chung Tsoi et al. · IEEE Transactions on Neural Networks · 2008 · 8.8K citations

Long-term recurrent convolutional networks for visual recognition and description

Jeff Donahue, Lisa Anne Hendricks, Sergio Guadarrama et al. · 2015 · 5.2K citations

OpenPose: Realtime Multi-Person 2D Pose Estimation Using Part Affinity Fields

Zhe Cao, Gines Hidalgo, Tomas Simon et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2019 · 4.8K citations

Engineering, Machine Learning, Human Pose Estimation +22

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

A Closer Look at Spatiotemporal Convolutions for Action Recognition

Du Tran, Heng Wang, Lorenzo Torresani et al. · 2018 · 3.4K citations

Engineering, Machine Learning, Convolutional Filters +17