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Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action
  Recognition
v1v2 (latest)

Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition

23 January 2018
Sijie Yan
Yuanjun Xiong
Dahua Lin
    GNN
ArXiv (abs)PDFHTML

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

50 / 1,280 papers shown
Skeletal Video Anomaly Detection using Deep Learning: Survey, Challenges
  and Future Directions
Skeletal Video Anomaly Detection using Deep Learning: Survey, Challenges and Future DirectionsIEEE Transactions on Emerging Topics in Computational Intelligence (IEEE TETCI), 2022
Pratik K. Mishra
Alex Mihailidis
Shehroz S. Khan
544
27
0
31 Dec 2022
Transformers in Action Recognition: A Review on Temporal Modeling
Transformers in Action Recognition: A Review on Temporal Modeling
Elham Shabaninia
Hossein Nezamabadi-pour
Fatemeh Shafizadegan
ViT
211
14
0
29 Dec 2022
StepNet: Spatial-temporal Part-aware Network for Isolated Sign Language
  Recognition
StepNet: Spatial-temporal Part-aware Network for Isolated Sign Language Recognition
Xi Shen
Zhedong Zheng
Yi Yang
SLR
337
25
0
25 Dec 2022
SLGTformer: An Attention-Based Approach to Sign Language Recognition
SLGTformer: An Attention-Based Approach to Sign Language Recognition
Neil Song
Yu Xiang
SLR
193
7
0
21 Dec 2022
Graph Neural Networks in Computer Vision -- Architectures, Datasets and
  Common Approaches
Graph Neural Networks in Computer Vision -- Architectures, Datasets and Common ApproachesIEEE International Joint Conference on Neural Network (IJCNN), 2022
Maciej Krzywda
S. Lukasik
Amir H. Gandomi
GNN
246
13
0
20 Dec 2022
A Survey on Human Action Recognition
A Survey on Human Action Recognition
Zhou Shuchang
226
0
0
20 Dec 2022
2D Pose Estimation based Child Action Recognition
2D Pose Estimation based Child Action RecognitionIEEE Region 10 Conference (TENCON), 2022
Sanka Mohottala
Sandun Abeygunawardana
Pradeepa Samarasinghe
D. Kasthurirathna
Charith Abhayaratne
181
5
0
18 Dec 2022
Graph Neural Network based Child Activity Recognition
Graph Neural Network based Child Activity RecognitionInternational Conference on Industrial Technology (ICIT), 2022
Sanka Mohottala
Pradeepa Samarasinghe
D. Kasthurirathna
Charith Abhayaratne
BDLGNN
218
7
0
18 Dec 2022
QueryPose: Sparse Multi-Person Pose Regression via Spatial-Aware
  Part-Level Query
QueryPose: Sparse Multi-Person Pose Regression via Spatial-Aware Part-Level QueryNeural Information Processing Systems (NeurIPS), 2022
Yabo Xiao
Kai Su
Xiaojuan Wang
Dongdong Yu
Lei Jin
Mingshu He
Zehuan Yuan
3DH
219
27
0
15 Dec 2022
OpenPack: A Large-scale Dataset for Recognizing Packaging Works in
  IoT-enabled Logistic Environments
OpenPack: A Large-scale Dataset for Recognizing Packaging Works in IoT-enabled Logistic EnvironmentsAnnual IEEE International Conference on Pervasive Computing and Communications (PerCom), 2022
Naoya Yoshimura
Jaime Morales
T. Maekawa
Takahiro Hara
110
32
0
10 Dec 2022
Leveraging Spatio-Temporal Dependency for Skeleton-Based Action
  Recognition
Leveraging Spatio-Temporal Dependency for Skeleton-Based Action RecognitionIEEE International Conference on Computer Vision (ICCV), 2022
Junghoon Lee
Minhyeok Lee
Suhwan Cho
Sungmin Woo
Sungjun Jang
Sangyoun Lee
226
23
0
09 Dec 2022
FLAG3D: A 3D Fitness Activity Dataset with Language Instruction
FLAG3D: A 3D Fitness Activity Dataset with Language InstructionComputer Vision and Pattern Recognition (CVPR), 2022
Yansong Tang
Jinpeng Liu
Aoyang Liu
B. Yang
Wen-Dao Dai
Yongming Rao
Jiwen Lu
Jie Zhou
Xiu Li
300
31
0
09 Dec 2022
Node-oriented Spectral Filtering for Graph Neural Networks
Node-oriented Spectral Filtering for Graph Neural NetworksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Shuai Zheng
Zhenfeng Zhu
Zhizhe Liu
Youru Li
Yao-Min Zhao
288
26
0
07 Dec 2022
Multi-Task Edge Prediction in Temporally-Dynamic Video Graphs
Multi-Task Edge Prediction in Temporally-Dynamic Video GraphsBritish Machine Vision Conference (BMVC), 2022
Osman Ulger
Julian Wiederer
Mohsen Ghafoorian
Vasileios Belagiannis
Pascal Mettes
186
0
0
06 Dec 2022
Tackling Low-Resourced Sign Language Translation: UPC at WMT-SLT 22
Tackling Low-Resourced Sign Language Translation: UPC at WMT-SLT 22Conference on Machine Translation (WMT), 2022
Laia Tarrés
Gerard I. Gállego
Xavier Giró-i-Nieto
Jordi Torres
SLR
206
7
0
02 Dec 2022
DiffPose: Toward More Reliable 3D Pose Estimation
DiffPose: Toward More Reliable 3D Pose EstimationComputer Vision and Pattern Recognition (CVPR), 2022
Jia Gong
Lin Geng Foo
Zhipeng Fan
Qiuhong Ke
Hossein Rahmani
Jing Liu
DiffM
409
155
0
30 Nov 2022
UDE: A Unified Driving Engine for Human Motion Generation
UDE: A Unified Driving Engine for Human Motion GenerationComputer Vision and Pattern Recognition (CVPR), 2022
Zixiang Zhou
Baoyuan Wang
DiffM
230
89
0
29 Nov 2022
Proactive Robot Assistance via Spatio-Temporal Object Modeling
Proactive Robot Assistance via Spatio-Temporal Object ModelingConference on Robot Learning (CoRL), 2022
Maithili Patel
Sonia Chernova
163
35
0
28 Nov 2022
Easy Begun is Half Done: Spatial-Temporal Graph Modeling with
  ST-Curriculum Dropout
Easy Begun is Half Done: Spatial-Temporal Graph Modeling with ST-Curriculum DropoutAAAI Conference on Artificial Intelligence (AAAI), 2022
Hongjun Wang
Jiyuan Chen
Tongbo Pan
Z. Fan
Boyuan Zhang
Renhe Jiang
Lingyu Zhang
Yi Xie
Zhongyin Wang
Xuan Song
GNN
184
13
0
28 Nov 2022
Hierarchical Consistent Contrastive Learning for Skeleton-Based Action
  Recognition with Growing Augmentations
Hierarchical Consistent Contrastive Learning for Skeleton-Based Action Recognition with Growing AugmentationsAAAI Conference on Artificial Intelligence (AAAI), 2022
Jiahang Zhang
Lilang Lin
Jiaying Liu
174
74
0
24 Nov 2022
Understanding the Vulnerability of Skeleton-based Human Activity
  Recognition via Black-box Attack
Understanding the Vulnerability of Skeleton-based Human Activity Recognition via Black-box AttackPattern Recognition (Pattern Recogn.), 2022
Yunfeng Diao
He Wang
Tianjia Shao
Yong-Liang Yang
Kun Zhou
David C. Hogg
Meng Wang
AAML
188
12
0
21 Nov 2022
Normalizing Flows for Human Pose Anomaly Detection
Normalizing Flows for Human Pose Anomaly DetectionIEEE International Conference on Computer Vision (ICCV), 2022
Or Hirschorn
S. Avidan
3DH
342
77
0
20 Nov 2022
GRATIS: Deep Learning Graph Representation with Task-specific Topology
  and Multi-dimensional Edge Features
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
204
30
0
19 Nov 2022
Leveraging Multi-stream Information Fusion for Trajectory Prediction in
  Low-illumination Scenarios: A Multi-channel Graph Convolutional Approach
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
171
3
0
18 Nov 2022
Hypergraph Transformer for Skeleton-based Action Recognition
Hypergraph Transformer for Skeleton-based Action Recognition
Yuxuan Zhou
Zhi-Qi Cheng
Chong Li
Yanwen Fang
Yifeng Geng
Xuansong Xie
Margret Keuper
ViT
328
80
0
17 Nov 2022
Bipartite Graph Reasoning GANs for Person Pose and Facial Image
  Synthesis
Bipartite Graph Reasoning GANs for Person Pose and Facial Image SynthesisInternational Journal of Computer Vision (IJCV), 2022
Hao Tang
Ling Shao
Juil Sock
Andrii Zadaianchuk
201
18
0
12 Nov 2022
A Comprehensive Survey on Distributed Training of Graph Neural Networks
A Comprehensive Survey on Distributed Training of Graph Neural NetworksProceedings of the IEEE (Proc. IEEE), 2022
Haiyang Lin
Yurui Lai
Xiaochun Ye
Xiaochun Ye
Shirui Pan
Wenguang Chen
Yuan Xie
GNN
291
39
0
10 Nov 2022
Contrastive Self-Supervised Learning for Skeleton Representations
Contrastive Self-Supervised Learning for Skeleton Representations
N. Lingg
Miguel Sarabia
Luca Zappella
B. Theobald
SSL
119
0
0
10 Nov 2022
MAgNET: A Graph U-Net Architecture for Mesh-Based Simulations
MAgNET: A Graph U-Net Architecture for Mesh-Based SimulationsEngineering applications of artificial intelligence (EAAI), 2022
Saurabh Deshpande
Stéphane P. A. Bordas
J. Lengiewicz
AI4CEGNN
374
48
0
01 Nov 2022
Spatial-Temporal Synchronous Graph Transformer network (STSGT) for
  COVID-19 forecasting
Spatial-Temporal Synchronous Graph Transformer network (STSGT) for COVID-19 forecastingSmart Health (SH), 2022
Smart Health
Ming Dong
Ying Li
AI4TS
102
11
0
31 Oct 2022
Uncertainty-DTW for Time Series and Sequences
Uncertainty-DTW for Time Series and SequencesEuropean Conference on Computer Vision (ECCV), 2022
Lei Wang
Piotr Koniusz
273
45
0
30 Oct 2022
Temporal-Viewpoint Transportation Plan for Skeletal Few-shot Action
  Recognition
Temporal-Viewpoint Transportation Plan for Skeletal Few-shot Action RecognitionAsian Conference on Computer Vision (ACCV), 2022
Lei Wang
Piotr Koniusz
331
36
0
30 Oct 2022
GaitMixer: Skeleton-based Gait Representation Learning via Wide-spectrum
  Multi-axial Mixer
GaitMixer: Skeleton-based Gait Representation Learning via Wide-spectrum Multi-axial MixerIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Ekkasit Pinyoanuntapong
Ayman Ali
Pu Wang
Minwoo Lee
Chong Chen
CVBM
270
36
0
27 Oct 2022
Learning Joint Representation of Human Motion and Language
Learning Joint Representation of Human Motion and Language
Jihoon Kim
Youngjae Yu
Seungyoung Shin
Taehyun Byun
Sungjoon Choi
201
5
0
27 Oct 2022
THOR-Net: End-to-end Graformer-based Realistic Two Hands and Object
  Reconstruction with Self-supervision
THOR-Net: End-to-end Graformer-based Realistic Two Hands and Object Reconstruction with Self-supervisionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Ahmed Tawfik Aboukhadra
J. Malik
Ahmed Elhayek
Nadia Robertini
D. Stricker
3DH
130
20
0
25 Oct 2022
An Effective Deep Network for Head Pose Estimation without Keypoints
An Effective Deep Network for Head Pose Estimation without KeypointsInternational Conference on Pattern Recognition Applications and Methods (ICPRAM), 2022
Chien Thai
Viet Tran
Minh Bui
Huong Ninh
Hai Yen Tran
3DHCVBM
137
4
0
25 Oct 2022
Transformer-based Action recognition in hand-object interacting
  scenarios
Transformer-based Action recognition in hand-object interacting scenarios
Hoseong Cho
Seungryul Baek
EgoV
110
2
0
20 Oct 2022
MotionBERT: A Unified Perspective on Learning Human Motion
  Representations
MotionBERT: A Unified Perspective on Learning Human Motion RepresentationsIEEE International Conference on Computer Vision (ICCV), 2022
Wenjie Zhu
Xiaoxuan Ma
Zhaoyang Liu
Libin Liu
Wayne Wu
Yizhou Wang
3DH
466
258
0
12 Oct 2022
Uplift and Upsample: Efficient 3D Human Pose Estimation with Uplifting
  Transformers
Uplift and Upsample: Efficient 3D Human Pose Estimation with Uplifting TransformersIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Moritz Einfalt
K. Ludwig
Rainer Lienhart
398
64
0
12 Oct 2022
DG-STGCN: Dynamic Spatial-Temporal Modeling for Skeleton-based Action
  Recognition
DG-STGCN: Dynamic Spatial-Temporal Modeling for Skeleton-based Action Recognition
Haodong Duan
Yuan Liu
Kai-xiang Chen
Dahua Lin
181
59
0
12 Oct 2022
Pose-Guided Graph Convolutional Networks for Skeleton-Based Action
  Recognition
Pose-Guided Graph Convolutional Networks for Skeleton-Based Action RecognitionIEEE Access (IEEE Access), 2022
Han Chen
Yifan Jiang
Hanseok Ko
3DH
225
10
0
10 Oct 2022
AdaptivePose++: A Powerful Single-Stage Network for Multi-Person Pose
  Regression
AdaptivePose++: A Powerful Single-Stage Network for Multi-Person Pose Regression
Yabo Xiao
Xiaojuan Wang
Dongdong Yu
Kai Su
Lei Jin
Mei Song
Shuicheng Yan
Jian-jun Zhao
3DH
207
7
0
08 Oct 2022
Temporal Feature Alignment in Contrastive Self-Supervised Learning for
  Human Activity Recognition
Temporal Feature Alignment in Contrastive Self-Supervised Learning for Human Activity Recognition
Bulat Khaertdinov
S. Asteriadis
217
12
0
07 Oct 2022
Focal and Global Spatial-Temporal Transformer for Skeleton-based Action
  Recognition
Focal and Global Spatial-Temporal Transformer for Skeleton-based Action RecognitionAsian Conference on Computer Vision (ACCV), 2022
Zhimin Gao
Peitao Wang
Pei Lv
Xiaoheng Jiang
Qi-dong Liu
Pichao Wang
Mingliang Xu
Wanqing Li
ViT
266
41
0
06 Oct 2022
Representing Spatial Trajectories as Distributions
Representing Spatial Trajectories as DistributionsNeural Information Processing Systems (NeurIPS), 2022
Dídac Surís
Carl Vondrick
238
6
0
04 Oct 2022
Heatmap Distribution Matching for Human Pose Estimation
Heatmap Distribution Matching for Human Pose EstimationNeural Information Processing Systems (NeurIPS), 2022
Haoxuan Qu
Kepeng Xu
Yujun Cai
Lin Geng Foo
Jun Liu
350
19
0
03 Oct 2022
Application-Driven AI Paradigm for Human Action Recognition
Application-Driven AI Paradigm for Human Action Recognition
Zezhou Chen
Yajie Cui
Kaikai Zhao
Zhaoxiang Liu
Kai Wang
171
0
0
30 Sep 2022
DynDepNet: Learning Time-Varying Dependency Structures from fMRI Data
  via Dynamic Graph Structure Learning
DynDepNet: Learning Time-Varying Dependency Structures from fMRI Data via Dynamic Graph Structure Learning
Alexander Campbell
A. Zippo
L. Passamonti
N. Toschi
Pietro Lio
206
6
0
27 Sep 2022
A Survey on Graph Neural Networks and Graph Transformers in Computer
  Vision: A Task-Oriented Perspective
A Survey on Graph Neural Networks and Graph Transformers in Computer Vision: A Task-Oriented PerspectiveIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Chaoqi Chen
Yushuang Wu
Qiyuan Dai
Hong-Yu Zhou
Mutian Xu
Sibei Yang
Xiaoguang Han
Yizhou Yu
ViTMedImAI4CE
388
133
0
27 Sep 2022
CryptoGCN: Fast and Scalable Homomorphically Encrypted Graph
  Convolutional Network Inference
CryptoGCN: Fast and Scalable Homomorphically Encrypted Graph Convolutional Network InferenceNeural Information Processing Systems (NeurIPS), 2022
Ran Ran
Nuo Xu
Wei Wang
Quan Gang
Jieming Yin
Wujie Wen
GNN
234
33
0
24 Sep 2022
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