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
Joint Edge-Model Sparse Learning is Provably Efficient for Graph Neural Networks Shuai Zhang Ming Wang Pin-Yu Chen Sijia Liu Songtao Lu Miaoyuan Liu MLT 32 16 0 06 Feb 2023
Pyramid Self-attention Polymerization Learning for Semi-supervised Skeleton-based Action Recognition Binqian Xu Xiangbo Shu 35 42 0 05 Feb 2023
Spatiotemporal Decouple-and-Squeeze Contrastive Learning for Semi-Supervised Skeleton-based Action Recognition Binqian Xu Xiangbo Shu 17 55 0 05 Feb 2023
Skeleton-based Human Action Recognition via Convolutional Neural Networks (CNN) Ayman Ali Ekkasit Pinyoanuntapong Pu Wang Mohsen Dorodchi 3DH 25 10 0 31 Jan 2023
Action Capsules: Human Skeleton Action Recognition Ali Farajzadeh Bavil H. Damirchi H. Taghirad 36 15 0 30 Jan 2023
Skeleton-based Action Recognition through Contrasting Two-Stream Spatial-Temporal Networks Chen Pang Xuequan Lu Lei Lyu 38 20 0 27 Jan 2023
Graph Contrastive Learning for Skeleton-based Action Recognition Xiaohui Huang Hao Zhou Jian Wang Haocheng Feng Junyu Han Errui Ding Jingdong Wang Xinggang Wang Wenyu Liu Bin Feng 43 17 0 26 Jan 2023
Understanding and Improving Deep Graph Neural Networks: A Probabilistic Graphical Model Perspective Jiayuan Chen Xiang Zhang Yinfei Xu Tianli Zhao Renjie Xie Wei Xu GNN BDL 31 0 0 25 Jan 2023
Contracting Skeletal Kinematics for Human-Related Video Anomaly Detection Alessandro Flaborea Guido DÁmely S. DÁrrigo Marco Aurelio Sterpa Alessio Sampieri Fabio Galasso 43 11 0 23 Jan 2023
Dance2MIDI: Dance-driven multi-instruments music generation Bo Han Yuheng Li Yixuan Shen Yi Ren Feilin Han 26 5 0 22 Jan 2023
Improving Zero-Shot Action Recognition using Human Instruction with Text Description Na Wu Hiroshi Kera K. Kawamoto 32 7 0 21 Jan 2023
Learning from What is Already Out There: Few-shot Sign Language Recognition with Online Dictionaries Matyáš Boháček M. Hrúz 30 5 0 10 Jan 2023
Attentional Graph Convolutional Network for Structure-aware Audio-Visual Scene Classification Liguang Zhou Yuhongze Zhou Xiaonan Qi Junjie Hu Tin Lun Lam Yangsheng Xu 45 12 0 31 Dec 2022
Skeletal Video Anomaly Detection using Deep Learning: Survey, Challenges and Future Directions Pratik K. Mishra Alex Mihailidis Shehroz S. Khan 41 17 0 31 Dec 2022
Transformers in Action Recognition: A Review on Temporal Modeling Elham Shabaninia Hossein Nezamabadi-pour Fatemeh Shafizadegan ViT 34 8 0 29 Dec 2022
StepNet: Spatial-temporal Part-aware Network for Isolated Sign Language Recognition Xi Shen Zhedong Zheng Yi Yang SLR 43 13 0 25 Dec 2022
SLGTformer: An Attention-Based Approach to Sign Language Recognition Neil Song Yu Xiang SLR 30 0 0 21 Dec 2022
Graph Neural Networks in Computer Vision -- Architectures, Datasets and Common Approaches Maciej Krzywda S. Lukasik Amir H. Gandomi GNN 31 10 0 20 Dec 2022
A Survey on Human Action Recognition Zhou Shuchang 34 0 0 20 Dec 2022
2D Pose Estimation based Child Action Recognition Sanka Mohottala Sandun Abeygunawardana Pradeepa Samarasinghe D. Kasthurirathna Charith Abhayaratne 29 2 0 18 Dec 2022
Graph Neural Network based Child Activity Recognition Sanka Mohottala Pradeepa Samarasinghe D. Kasthurirathna Charith Abhayaratne BDL GNN 20 5 0 18 Dec 2022
QueryPose: Sparse Multi-Person Pose Regression via Spatial-Aware Part-Level Query Yabo Xiao Kai Su Xiaojuan Wang Dongdong Yu Lei Jin Mingshu He Zehuan Yuan 3DH 30 17 0 15 Dec 2022
OpenPack: A Large-scale Dataset for Recognizing Packaging Works in IoT-enabled Logistic Environments Naoya Yoshimura Jaime Morales T. Maekawa Takahiro Hara 30 19 0 10 Dec 2022
Leveraging Spatio-Temporal Dependency for Skeleton-Based Action Recognition Junghoon Lee Minhyeok Lee Suhwan Cho Sungmin Woo Sungjun Jang Sangyoun Lee 22 17 0 09 Dec 2022
FLAG3D: A 3D Fitness Activity Dataset with Language Instruction Yansong Tang Jinpeng Liu Aoyang Liu B. Yang Wen-Dao Dai Yongming Rao Jiwen Lu Jie Zhou Xiu Li 52 22 0 09 Dec 2022
Node-oriented Spectral Filtering for Graph Neural Networks Shuai Zheng Zhenfeng Zhu Zhizhe Liu Youru Li Yao-Min Zhao 32 16 0 07 Dec 2022
Multi-Task Edge Prediction in Temporally-Dynamic Video Graphs Osman Ulger Julian Wiederer Mohsen Ghafoorian Vasileios Belagiannis Pascal Mettes 48 0 0 06 Dec 2022
Tackling Low-Resourced Sign Language Translation: UPC at WMT-SLT 22 Laia Tarrés Gerard I. Gállego Xavier Giró-i-Nieto Jordi Torres SLR 47 5 0 02 Dec 2022
DiffPose: Toward More Reliable 3D Pose Estimation Jia Gong Lin Geng Foo Zhipeng Fan Qiuhong Ke Hossein Rahmani Jing Liu DiffM 41 115 0 30 Nov 2022
UDE: A Unified Driving Engine for Human Motion Generation Zixiang Zhou Baoyuan Wang DiffM 41 61 0 29 Nov 2022
Proactive Robot Assistance via Spatio-Temporal Object Modeling Maithili Patel Sonia Chernova 36 26 0 28 Nov 2022
Easy Begun is Half Done: Spatial-Temporal Graph Modeling with ST-Curriculum Dropout Hongjun Wang Jiyuan Chen Tongbo Pan Z. Fan Boyuan Zhang Renhe Jiang Lingyu Zhang Yi Xie Zhongyin Wang Xuan Song GNN 34 8 0 28 Nov 2022
Hierarchical Consistent Contrastive Learning for Skeleton-Based Action Recognition with Growing Augmentations Jiahang Zhang Lilang Lin Jiaying Liu 25 47 0 24 Nov 2022
Understanding the Vulnerability of Skeleton-based Human Activity Recognition via Black-box Attack Yunfeng Diao He Wang Tianjia Shao Yong-Liang Yang Kun Zhou David C. Hogg Meng Wang AAML 45 7 0 21 Nov 2022
Normalizing Flows for Human Pose Anomaly Detection Or Hirschorn S. Avidan 3DH 29 47 0 20 Nov 2022
GRATIS: Deep Learning Graph Representation with Task-specific Topology and Multi-dimensional Edge Features Siyang Song Yuxin Song Cheng Luo Zhiyuan Song Selim Kuzucu Xi Jia Zhijiang Guo Weicheng Xie Linlin Shen Hatice Gunes 29 25 0 19 Nov 2022
Leveraging Multi-stream Information Fusion for Trajectory Prediction in Low-illumination Scenarios: A Multi-channel Graph Convolutional Approach HaiLong Gong Zirui Li Chao Lu Guodong Du Jianwei Gong 41 0 0 18 Nov 2022
Hypergraph Transformer for Skeleton-based Action Recognition Yuxuan Zhou Zhi-Qi Cheng Chong Li Yanwen Fang Yifeng Geng Xuansong Xie Margret Keuper ViT 37 52 0 17 Nov 2022
Bipartite Graph Reasoning GANs for Person Pose and Facial Image Synthesis Hao Tang Ling Shao Philip Torr N. Sebe 28 13 0 12 Nov 2022
A Comprehensive Survey on Distributed Training of Graph Neural Networks Haiyang Lin Yurui Lai Xiaochun Ye Xiaochun Ye Shirui Pan Wenguang Chen Yuan Xie GNN 43 26 0 10 Nov 2022
Contrastive Self-Supervised Learning for Skeleton Representations N. Lingg Miguel Sarabia Luca Zappella B. Theobald SSL 27 0 0 10 Nov 2022
MAgNET: A Graph U-Net Architecture for Mesh-Based Simulations Saurabh Deshpande Stéphane P. A. Bordas J. Lengiewicz AI4CE GNN 92 28 0 01 Nov 2022
Spatial-Temporal Synchronous Graph Transformer network (STSGT) for COVID-19 forecasting Smart Health Ming Dong Ying Li AI4TS 33 4 0 31 Oct 2022
Uncertainty-DTW for Time Series and Sequences Lei Wang Piotr Koniusz 13 33 0 30 Oct 2022
Temporal-Viewpoint Transportation Plan for Skeletal Few-shot Action Recognition Lei Wang Piotr Koniusz 54 27 0 30 Oct 2022
GaitMixer: Skeleton-based Gait Representation Learning via Wide-spectrum Multi-axial Mixer Ekkasit Pinyoanuntapong Ayman Ali Pu Wang Minwoo Lee Chong Chen CVBM 105 26 0 27 Oct 2022
Learning Joint Representation of Human Motion and Language Jihoon Kim Youngjae Yu Seungyoung Shin Taehyun Byun Sungjoon Choi 36 5 0 27 Oct 2022
THOR-Net: End-to-end Graformer-based Realistic Two Hands and Object Reconstruction with Self-supervision Ahmed Tawfik Aboukhadra J. Malik Ahmed Elhayek Nadia Robertini D. Stricker 3DH 21 12 0 25 Oct 2022
An Effective Deep Network for Head Pose Estimation without Keypoints Chien Thai Viet Tran Minh Bui Huong Ninh Hai Yen Tran 3DH CVBM 19 3 0 25 Oct 2022
Transformer-based Action recognition in hand-object interacting scenarios Hoseong Cho Seungryul Baek EgoV 37 2 0 20 Oct 2022