Vertex Feature Encoding and Hierarchical Temporal Modeling in a Spatial-Temporal Graph Convolutional Network for Action Recognition

20 December 2019

Konstantinos Papadopoulos

Papers citing "Vertex Feature Encoding and Hierarchical Temporal Modeling in a Spatial-Temporal Graph Convolutional Network for Action Recognition"

25 / 25 papers shown

Title
SkeleMotion: A New Representation of Skeleton Joint Sequences Based on Motion Information for 3D Action Recognition C. Caetano Jessica Sena Francois Bremond J. A. dos Santos William Robson Schwartz 113 171 0 30 Jul 2019
NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding Jun Liu Amir Shahroudy Mauricio Perez G. Wang Ling-yu Duan Alex C. Kot 77 1,289 0 12 May 2019
Actional-Structural Graph Convolutional Networks for Skeleton-based Action Recognition Maosen Li Siheng Chen Xu Chen Ya Zhang Yanfeng Wang Qi Tian 61 911 0 26 Apr 2019
Semantic Adversarial Network with Multi-scale Pyramid Attention for Video Classification De Xie Cheng Deng Hao Wang Chao Li Dapeng Tao 34 16 0 06 Mar 2019
An Attention Enhanced Graph Convolutional LSTM Network for Skeleton-Based Action Recognition Chenyang Si Wentao Chen Wei Wang Liang Wang Tieniu Tan 70 712 0 25 Feb 2019
3D human pose estimation in video with temporal convolutions and semi-supervised training Dario Pavllo Christoph Feichtenhofer David Grangier Michael Auli 3DH 51 1,011 0 28 Nov 2018
Skeleton-Based Action Recognition with Synchronous Local and Non-local Spatio-temporal Learning and Frequency Attention Guyue Hu Bo Cui Shan Yu 51 41 0 10 Nov 2018
Co-occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Aggregation Chong Li Qiaoyong Zhong Di Xie Shiliang Pu 57 537 0 17 Apr 2018
Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition Sijie Yan Yuanjun Xiong Dahua Lin GNN 239 4,168 0 23 Jan 2018
Skeleton-Based Human Action Recognition with Global Context-Aware Attention LSTM Networks Jun Liu G. Wang Ling-yu Duan Kamila Abdiyeva Alex C. Kot HAI 146 490 0 18 Jul 2017
The Kinetics Human Action Video Dataset W. Kay João Carreira Karen Simonyan Brian Zhang Chloe Hillier ... Tim Green T. Back Apostol Natsev Mustafa Suleyman Andrew Zisserman 250 3,802 0 19 May 2017
Skeleton-based Action Recognition with Convolutional Neural Networks Chong Li Qiaoyong Zhong Di Xie Shiliang Pu MedIm ViT 58 368 0 25 Apr 2017
View Adaptive Recurrent Neural Networks for High Performance Human Action Recognition from Skeleton Data Pengfei Zhang Cuiling Lan Junliang Xing Wenjun Zeng Jianru Xue Nanning Zheng 3DH HAI 154 571 0 24 Mar 2017
A New Representation of Skeleton Sequences for 3D Action Recognition Qiuhong Ke Bennamoun Senjian An Ferdous Sohel F. Boussaïd 3DH 143 792 0 09 Mar 2017
Deep Learning on Lie Groups for Skeleton-based Action Recognition Zhiwu Huang Chengde Wan Thomas Probst Luc Van Gool 3DH 62 280 0 18 Dec 2016
Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields Zhe Cao Tomas Simon S. Wei Yaser Sheikh 3DH 149 6,538 0 24 Nov 2016
Neural Machine Translation in Linear Time Nal Kalchbrenner L. Espeholt Karen Simonyan Aaron van den Oord Alex Graves Koray Kavukcuoglu AIMat 102 552 0 31 Oct 2016
WaveNet: A Generative Model for Raw Audio Aaron van den Oord Sander Dieleman Heiga Zen Karen Simonyan Oriol Vinyals Alex Graves Nal Kalchbrenner A. Senior Koray Kavukcuoglu DiffM 398 7,391 0 12 Sep 2016
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering M. Defferrard Xavier Bresson P. Vandergheynst GNN 339 7,650 0 30 Jun 2016
NTU RGB+D: A Large Scale Dataset for 3D Human Activity Analysis Amir Shahroudy Jun Liu T. Ng G. Wang 240 2,489 0 11 Apr 2016
Multi-Scale Context Aggregation by Dilated Convolutions Feng Yu V. Koltun SSeg 268 8,442 0 23 Nov 2015
Gated Graph Sequence Neural Networks Yujia Li Daniel Tarlow Marc Brockschmidt R. Zemel GNN 341 3,282 0 17 Nov 2015
Convolutional Networks on Graphs for Learning Molecular Fingerprints David Duvenaud D. Maclaurin J. Aguilera-Iparraguirre Rafael Gómez-Bombarelli Timothy D. Hirzel Alán Aspuru-Guzik Ryan P. Adams GNN 221 3,350 0 30 Sep 2015
Deep Convolutional Networks on Graph-Structured Data Mikael Henaff Joan Bruna Yann LeCun GNN 155 1,587 0 16 Jun 2015
Spectral Networks and Locally Connected Networks on Graphs Joan Bruna Wojciech Zaremba Arthur Szlam Yann LeCun GNN 217 4,874 0 21 Dec 2013