Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition

23 January 2018

Papers citing "Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition"

50 / 1,196 papers shown

Title
Action-Conditioned 3D Human Motion Synthesis with Transformer VAE Mathis Petrovich Michael J. Black Gül Varol ViT 35 487 0 12 Apr 2021
Learning Chebyshev Basis in Graph Convolutional Networks for Skeleton-based Action Recognition H. Sahbi GNN 33 0 0 12 Apr 2021
Towards Automated and Marker-less Parkinson Disease Assessment: Predicting UPDRS Scores using Sit-stand videos Deval Mehta U. Asif Tian Hao Erhan Bilal Stefan von Cavallar S. Harrer Jeffrey L. Rogers 8 17 0 10 Apr 2021
Graph-based Normalizing Flow for Human Motion Generation and Reconstruction Wenjie Yin Hang Yin Danica Kragic Mårten Björkman 3DH 13 15 0 07 Apr 2021
The Multi-Agent Behavior Dataset: Mouse Dyadic Social Interactions Jennifer J. Sun Tomomi Karigo Dipam Chakraborty Sharada Mohanty Benjamin Wild ... Chen Chen D. Anderson Pietro Perona Yisong Yue Ann Kennedy 32 48 0 06 Apr 2021
FixMyPose: Pose Correctional Captioning and Retrieval Hyounghun Kim Abhaysinh Zala Graham Burri Joey Tianyi Zhou 36 16 0 04 Apr 2021
SGCN:Sparse Graph Convolution Network for Pedestrian Trajectory Prediction Liushuai Shi Le Wang Chengjiang Long Sanping Zhou Mo Zhou Zhenxing Niu G. Hua 38 218 0 04 Apr 2021
UAV-Human: A Large Benchmark for Human Behavior Understanding with Unmanned Aerial Vehicles Tianjiao Li Jun Liu Wei Emma Zhang Yun Ni Wenqian Wang Zhiheng Li AI4TS 33 188 0 02 Apr 2021
Bayesian Graph Convolutional Network for Traffic Prediction Jun Fu Wei Zhou Zhibo Chen GNN BDL 21 8 0 01 Apr 2021
Recognizing Actions in Videos from Unseen Viewpoints A. Piergiovanni Michael S. Ryoo 27 25 0 30 Mar 2021
Graph Stacked Hourglass Networks for 3D Human Pose Estimation Tianhan Xu W. Takano 3DH 32 204 0 30 Mar 2021
Unsupervised Hyperbolic Representation Learning via Message Passing Auto-Encoders Jiwoong Park Junho Cho H. Chang J. Choi SSL 27 23 0 30 Mar 2021
Automated freezing of gait assessment with marker-based motion capture and multi-stage spatial-temporal graph convolutional neural networks Benjamin Filtjens Pieter Ginis A. Nieuwboer P. Slaets Bart Vanrumste 15 19 0 29 Mar 2021
Spatial Dual-Modality Graph Reasoning for Key Information Extraction Hongbin Sun Zhanghui Kuang Xiaoyu Yue Chenhao Lin Wayne Zhang 14 36 0 26 Mar 2021
GPRAR: Graph Convolutional Network based Pose Reconstruction and Action Recognition for Human Trajectory Prediction Manh Huynh G. Alaghband 3DH 21 2 0 25 Mar 2021
$Structure-Aware Face Clustering on a Large-Scale Graph with $\bf{10^{7}}$ Nodes$ Structure-Aware Face Clustering on a Large-Scale Graph with $\bf{10^{7}}$ Nodes Shuai Shen Wanhua Li Zheng Zhu Guan Huang Dalong Du Jiwen Lu Jie Zhou CVBM GNN 18 39 0 24 Mar 2021
AdaSGN: Adapting Joint Number and Model Size for Efficient Skeleton-Based Action Recognition Lei Shi Yifan Zhang Jian Cheng Hanqing Lu 30 46 0 22 Mar 2021
Efficient Spatialtemporal Context Modeling for Action Recognition Congqi Cao Yue Lu Yifan Zhang Dengyang Jiang Yanning Zhang 29 4 0 20 Mar 2021
Learning Multiscale Correlations for Human Motion Prediction Honghong Zhou Caili Guo Hao Zhang Yanjun Wang 3DH 30 16 0 19 Mar 2021
Kinematic Motion Retargeting via Neural Latent Optimization for Learning Sign Language Haodong Zhang Weijie Li Jiangpin Liu Zexi Chen Yuxiang Cui Yue Wang R. Xiong 16 19 0 16 Mar 2021
Skeleton Aware Multi-modal Sign Language Recognition Songyao Jiang Bin Sun Lichen Wang Yue Bai Kunpeng Li Y. Fu SLR 33 167 0 16 Mar 2021
Sampling methods for efficient training of graph convolutional networks: A survey Xin Liu Yurui Lai Lei Deng Guoqi Li Xiaochun Ye Xiaochun Ye GNN 29 100 0 10 Mar 2021
Understanding the Robustness of Skeleton-based Action Recognition under Adversarial Attack He Wang Feixiang He Zhexi Peng Tianjia Shao Yong-Liang Yang Kun Zhou David C. Hogg AAML 40 39 0 09 Mar 2021
Data-Driven Short-Term Voltage Stability Assessment Based on Spatial-Temporal Graph Convolutional Network Yonghong Luo Chao Lu Lipeng Zhu Jie Song 39 57 0 05 Mar 2021
Graph-Time Convolutional Neural Networks Elvin Isufi Gabriele Mazzola GNN AI4TS 24 14 0 02 Mar 2021
Video Action Recognition Using spatio-temporal optical flow video frames Aytekin Nebisoy Saber Malekzadeh 14 1 0 05 Feb 2021
NTU-X: An Enhanced Large-scale Dataset for Improving Pose-based Recognition of Subtle Human Actions Neel Trivedi Anirudh Thatipelli Ravi Kiran Sarvadevabhatla 27 18 0 27 Jan 2021
GaitGraph: Graph Convolutional Network for Skeleton-Based Gait Recognition Torben Teepe Ali R. Khan Johannes Gilg Fabian Herzog S. Hörmann Gerhard Rigoll 3DH CVBM 13 187 0 27 Jan 2021
SkeletonVis: Interactive Visualization for Understanding Adversarial Attacks on Human Action Recognition Models Haekyu Park Zijie J. Wang Nilaksh Das Anindya Paul Pruthvi Perumalla Zhiyan Zhou Duen Horng Chau AAML 15 4 0 26 Jan 2021
Deep Graph Convolutional Networks for Wind Speed Prediction Tomasz Stanczyk S. Mehrkanoon GNN 99 30 0 25 Jan 2021
A Review of Graph Neural Networks and Their Applications in Power Systems Wenlong Liao B. Bak‐Jensen J. Pillai Yuelong Wang Yusen Wang GNN AI4CE 35 212 0 25 Jan 2021
Human Interaction Recognition Framework based on Interacting Body Part Attention Dong-Gyu Lee Seong-Whan Lee 59 25 0 22 Jan 2021
A Two-stream Neural Network for Pose-based Hand Gesture Recognition Chuankun Li Shuai Li Yanbo Gao Xiang Zhang Wanqing Li SLR 8 41 0 22 Jan 2021
Bridging the gap between Human Action Recognition and Online Action Detection Alban Main De Boissiere R. Noumeir 22 0 0 21 Jan 2021
CaEGCN: Cross-Attention Fusion based Enhanced Graph Convolutional Network for Clustering Guangyu Huo Yong Zhang Junbin Gao Boyue Wang Yongli Hu Baocai Yin GNN 38 28 0 18 Jan 2021
Adversarial Interaction Attack: Fooling AI to Misinterpret Human Intentions Nodens Koren Qiuhong Ke Yisen Wang James Bailey Xingjun Ma AAML 14 1 0 17 Jan 2021
Temporal Knowledge Graph Forecasting with Neural ODE Zhen Han Zifeng Ding Yunpu Ma Yujia Gu Volker Tresp AI4TS AI4CE 30 112 0 13 Jan 2021
Temporally Guided Articulated Hand Pose Tracking in Surgical Videos Nathan Louis Luowei Zhou S. Yule R. Dias Milisa Manojlovich F. Pagani D. Likosky Jason J. Corso 41 10 0 12 Jan 2021
Anomaly Detection for Aggregated Data Using Multi-Graph Autoencoder Tomer Meirman Roni Stern Gilad Katz 17 1 0 11 Jan 2021
MAAS: Multi-modal Assignation for Active Speaker Detection Juan Carlos León Alcázar Fabian Caba Heilbron Ali K. Thabet Guohao Li 65 51 0 11 Jan 2021
Modeling Spatial Nonstationarity via Deformable Convolutions for Deep Traffic Flow Prediction Wei Zeng Chengqiao Lin Kang Liu Juncong Lin A. Tung 26 14 0 08 Jan 2021
Tensor Representations for Action Recognition Piotr Koniusz Lei Wang A. Cherian 41 69 0 28 Dec 2020
Deep Learning-Based Human Pose Estimation: A Survey Ce Zheng Wenhan Wu Chong Chen Taojiannan Yang Sijie Zhu Ju Shen N. Kehtarnavaz M. Shah 3DH 105 566 0 24 Dec 2020
Objective Class-based Micro-Expression Recognition through Simultaneous Action Unit Detection and Feature Aggregation Ling Zhou Qi-rong Mao Ming Dong 22 18 0 24 Dec 2020
Multi-grained Trajectory Graph Convolutional Networks for Habit-unrelated Human Motion Prediction Jin Liu Jianqin Yin 3DH 33 2 0 23 Dec 2020
Skeleton-based Approaches based on Machine Vision: A Survey Jie Li Binglin Li Min Gao 32 1 0 23 Dec 2020
Human Action Recognition from Various Data Modalities: A Review Zehua Sun Qiuhong Ke Hossein Rahmani Mohammed Bennamoun Gang Wang Jun Liu MU 56 504 0 22 Dec 2020
A Graph Attention Based Approach for Trajectory Prediction in Multi-agent Sports Games Ding Ding Huimin Huang 9 4 0 18 Dec 2020
Temporal Graph Modeling for Skeleton-based Action Recognition Jianan Li Xuemei Xie Zhifu Zhao Yuhan Cao Qingzhe Pan Guangming Shi 20 11 0 16 Dec 2020
Graph Neural Networks: Taxonomy, Advances and Trends Yu Zhou Haixia Zheng Xin Huang Shufeng Hao Dengao Li Jumin Zhao AI4TS 27 117 0 16 Dec 2020