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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
Heatmap Pooling Network for Action Recognition from RGB Videos
Heatmap Pooling Network for Action Recognition from RGB VideosIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Mengyuan Liu
Jinfu Liu
Yongkang Jiang
Bin He
86
0
0
03 Dec 2025
SkeletonAgent: An Agentic Interaction Framework for Skeleton-based Action Recognition
SkeletonAgent: An Agentic Interaction Framework for Skeleton-based Action Recognition
Hongda Liu
Yunfan Liu
Changlu Wang
Yunlong Wang
Zhenan Sun
LLMAG
227
0
0
27 Nov 2025
Parts-Mamba: Augmenting Joint Context with Part-Level Scanning for Occluded Human Skeleton
Parts-Mamba: Augmenting Joint Context with Part-Level Scanning for Occluded Human Skeleton
Tianyi Shen
Huijuan Xu
Nilesh A. Ahuja
Omesh Tickoo
P. W. Shin
V. Narayanan
120
0
0
21 Nov 2025
MMCM: Multimodality-aware Metric using Clustering-based Modes for Probabilistic Human Motion Prediction
MMCM: Multimodality-aware Metric using Clustering-based Modes for Probabilistic Human Motion Prediction
Kyotaro Tokoro
Hiromu Taketsugu
Norimichi Ukita
88
0
0
19 Nov 2025
Skeletons Speak Louder than Text: A Motion-Aware Pretraining Paradigm for Video-Based Person Re-Identification
Skeletons Speak Louder than Text: A Motion-Aware Pretraining Paradigm for Video-Based Person Re-Identification
Rifen Lin
Alex Jinpeng Wang
Jiawei Mo
Min Li
152
0
0
17 Nov 2025
Reperio-rPPG: Relational Temporal Graph Neural Networks for Periodicity Learning in Remote Physiological Measurement
Reperio-rPPG: Relational Temporal Graph Neural Networks for Periodicity Learning in Remote Physiological Measurement
Ba-Thinh Nguyen
Thach-Ha Ngoc Pham
Hoang-Long Duc Nguyen
Thi-Duyen Ngo
Thanh-Ha Le
AI4TS
326
0
0
08 Nov 2025
Accurate online action and gesture recognition system using detectors and Deep SPD Siamese Networks
Accurate online action and gesture recognition system using detectors and Deep SPD Siamese Networks
Mohamed Sanim Akremi
Rim Slama
Hedi Tabia
85
0
0
07 Nov 2025
Grounding Foundational Vision Models with 3D Human Poses for Robust Action Recognition
Grounding Foundational Vision Models with 3D Human Poses for Robust Action Recognition
Nicholas Babey
Tiffany Gu
Yiheng Li
Cristian Meo
Kevin Zhu
111
0
0
06 Nov 2025
HGFreNet: Hop-hybrid GraphFomer for 3D Human Pose Estimation with Trajectory Consistency in Frequency Domain
HGFreNet: Hop-hybrid GraphFomer for 3D Human Pose Estimation with Trajectory Consistency in Frequency Domain
Kai Zhai
Ziyan Huang
Qiang Nie
Xiang Li
Bo Ouyang
3DH
144
0
0
03 Nov 2025
A Topology-Aware Graph Convolutional Network for Human Pose Similarity and Action Quality Assessment
A Topology-Aware Graph Convolutional Network for Human Pose Similarity and Action Quality Assessment
Minmin Zeng
3DH
174
0
0
03 Nov 2025
Informative Sample Selection Model for Skeleton-based Action Recognition with Limited Training Samples
Informative Sample Selection Model for Skeleton-based Action Recognition with Limited Training Samples
Zhigang Tu
Zhengbo Zhang
Jia Gong
J. Yuan
Bo Du
93
1
0
29 Oct 2025
GACA-DiT: Diffusion-based Dance-to-Music Generation with Genre-Adaptive Rhythm and Context-Aware Alignment
GACA-DiT: Diffusion-based Dance-to-Music Generation with Genre-Adaptive Rhythm and Context-Aware Alignment
Jinting Wang
Chenxing Li
Li Liu
73
1
0
28 Oct 2025
InvDec: Inverted Decoder for Multivariate Time Series Forecasting with Separated Temporal and Variate Modeling
InvDec: Inverted Decoder for Multivariate Time Series Forecasting with Separated Temporal and Variate Modeling
Yuhang Wang
AI4TS
94
0
0
23 Oct 2025
Advances in 4D Representation: Geometry, Motion, and Interaction
Advances in 4D Representation: Geometry, Motion, and Interaction
M. Zhao
Sauradip Nag
Kai Wang
Aditya Vora
Guangda Ji
Peter Chun
Ali Mahdavi Amiri
Hao Zhang
209
0
0
22 Oct 2025
FST.ai 2.0: An Explainable AI Ecosystem for Fair, Fast, and Inclusive Decision-Making in Olympic and Paralympic Taekwondo
FST.ai 2.0: An Explainable AI Ecosystem for Fair, Fast, and Inclusive Decision-Making in Olympic and Paralympic Taekwondo
Keivan K1 Shariatmadar
Ahmad Osman
Ramin Ray
Kisam Kim
182
0
0
21 Oct 2025
MGTS-Net: Exploring Graph-Enhanced Multimodal Fusion for Augmented Time Series Forecasting
MGTS-Net: Exploring Graph-Enhanced Multimodal Fusion for Augmented Time Series Forecasting
Shule Hao
Junpeng Bao
Wenli Li
AI4TS
98
0
0
18 Oct 2025
FIDDLE: Reinforcement Learning for Quantum Fidelity Enhancement
FIDDLE: Reinforcement Learning for Quantum Fidelity Enhancement
Hoang M. Ngo
Tamer Kahveci
My T. Thai
78
0
0
17 Oct 2025
IsoSignVid2Aud: Sign Language Video to Audio Conversion without Text Intermediaries
IsoSignVid2Aud: Sign Language Video to Audio Conversion without Text Intermediaries
Harsh Kavediya
Vighnesh Nayak
Bheeshm Sharma
Balamurugan Palaniappan
SLR
194
0
0
09 Oct 2025
Human Action Recognition from Point Clouds over Time
Human Action Recognition from Point Clouds over Time
James Dickens
3DPC3DH
316
0
0
07 Oct 2025
MoME: Estimating Psychological Traits from Gait with Multi-Stage Mixture of Movement Experts
MoME: Estimating Psychological Traits from Gait with Multi-Stage Mixture of Movement Experts
Andy Catruna
Adrian Cosma
Emilian Radoi
195
0
0
06 Oct 2025
From Actions to Kinesics: Extracting Human Psychological States through Bodily Movements
From Actions to Kinesics: Extracting Human Psychological States through Bodily Movements
Cheyu Lin
Katherine A. Flanigan
32
0
0
06 Oct 2025
MoReact: Generating Reactive Motion from Textual Descriptions
MoReact: Generating Reactive Motion from Textual Descriptions
Xiyan Xu
Sirui Xu
Yu Wang
Liang-Yan Gui
VGen
166
1
0
28 Sep 2025
MMeViT: Multi-Modal ensemble ViT for Post-Stroke Rehabilitation Action Recognition
MMeViT: Multi-Modal ensemble ViT for Post-Stroke Rehabilitation Action Recognition
Ye-eun Kim
Suhyeon Lim
Andrew J. Choi
33
0
0
27 Sep 2025
AI-Based Stroke Rehabilitation Domiciliary Assessment System with ST_GCN Attention
AI-Based Stroke Rehabilitation Domiciliary Assessment System with ST_GCN Attention
Suhyeon Lim
Ye-eun Kim
Andrew J. Choi
157
0
0
27 Sep 2025
RSTGCN: Railway-centric Spatio-Temporal Graph Convolutional Network for Train Delay Prediction
RSTGCN: Railway-centric Spatio-Temporal Graph Convolutional Network for Train Delay Prediction
Koyena Chowdhury
Paramita Koley
Abhijnan Chakraborty
Saptarshi Ghosh
GNN
150
0
0
26 Sep 2025
Sigma: Semantically Informative Pre-training for Skeleton-based Sign Language Understanding
Sigma: Semantically Informative Pre-training for Skeleton-based Sign Language Understanding
Muxin Pu
Mei Kuan Lim
Chun Yong Chong
Chen Change Loy
113
0
0
25 Sep 2025
LSTC-MDA: A Unified Framework for Long-Short Term Temporal Convolution and Mixed Data Augmentation in Skeleton-Based Action Recognition
LSTC-MDA: A Unified Framework for Long-Short Term Temporal Convolution and Mixed Data Augmentation in Skeleton-Based Action Recognition
Feng Ding
H. Fu
Soroush Oraki
Jie Liang
65
0
0
18 Sep 2025
Structure-Preserving Margin Distribution Learning for High-Order Tensor Data with Low-Rank Decomposition
Structure-Preserving Margin Distribution Learning for High-Order Tensor Data with Low-Rank Decomposition
Yang Xu
Junpeng Li
Changchun Hua
Yana Yang
MQ
72
0
0
18 Sep 2025
Implicit Kinodynamic Motion Retargeting for Human-to-humanoid Imitation Learning
Implicit Kinodynamic Motion Retargeting for Human-to-humanoid Imitation Learning
Xingyu Chen
Hanyu Wu
Sikai Wu
M. Zhou
Diyun Xiang
Haodong Zhang
92
0
0
18 Sep 2025
Spatiotemporal graph neural process for reconstruction, extrapolation, and classification of cardiac trajectories
Spatiotemporal graph neural process for reconstruction, extrapolation, and classification of cardiac trajectories
Jaume Banus
Augustin C. Ogier
Roger Hullin
Philippe Meyer
Ruud B. van Heeswijk
Jonas Richiardi
136
0
0
16 Sep 2025
3D Human Pose and Shape Estimation from LiDAR Point Clouds: A Review
3D Human Pose and Shape Estimation from LiDAR Point Clouds: A Review
Salma Galaaoui
Eduardo Valle
David Picard
Nermin Samet
3DH
240
0
0
15 Sep 2025
Action Hints: Semantic Typicality and Context Uniqueness for Generalizable Skeleton-based Video Anomaly Detection
Action Hints: Semantic Typicality and Context Uniqueness for Generalizable Skeleton-based Video Anomaly Detection
Canhui Tang
Sanping Zhou
Haoyue Shi
Le Wang
133
0
0
14 Sep 2025
Video Understanding by Design: How Datasets Shape Architectures and Insights
Video Understanding by Design: How Datasets Shape Architectures and Insights
Lei Wang
Piotr Koniusz
Yongsheng Gao
3DVVGenAI4TS
237
0
0
11 Sep 2025
Improvement of Human-Object Interaction Action Recognition Using Scene Information and Multi-Task Learning Approach
Improvement of Human-Object Interaction Action Recognition Using Scene Information and Multi-Task Learning Approach
Hesham M. Shehata
Mohammad Abdolrahmani
150
0
0
11 Sep 2025
G3CN: Gaussian Topology Refinement Gated Graph Convolutional Network for Skeleton-Based Action Recognition
G3CN: Gaussian Topology Refinement Gated Graph Convolutional Network for Skeleton-Based Action Recognition
Haiqing Ren
Zhongkai Luo
Heng Fan
Xiaohui Yuan
Guanchen Wang
L. Zhang
113
0
0
09 Sep 2025
Language-guided Recursive Spatiotemporal Graph Modeling for Video Summarization
Language-guided Recursive Spatiotemporal Graph Modeling for Video SummarizationInternational Journal of Computer Vision (IJCV), 2025
Jungin Park
Jiyoung Lee
Kwanghoon Sohn
90
0
0
06 Sep 2025
DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation
DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation
Haitao Tian
Pierre Payeur
156
0
0
05 Sep 2025
Towards Efficient General Feature Prediction in Masked Skeleton Modeling
Towards Efficient General Feature Prediction in Masked Skeleton Modeling
Shengkai Sun
Zefan Zhang
Jianfeng Dong
Zhiyong Cheng
Xiaojun Chang
Meng Wang
158
1
0
03 Sep 2025
An End-to-End Framework for Video Multi-Person Pose Estimation
An End-to-End Framework for Video Multi-Person Pose Estimation
Zhihong Wei
113
0
0
01 Sep 2025
CascadeFormer: A Family of Two-stage Cascading Transformers for Skeleton-based Human Action Recognition
CascadeFormer: A Family of Two-stage Cascading Transformers for Skeleton-based Human Action Recognition
Yusen Peng
Alper Yilmaz
ViT
93
0
0
31 Aug 2025
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models?
Why Relational Graphs Will Save the Next Generation of Vision Foundation Models?Social Science Research Network (SSRN), 2025
Fatemeh Ziaeetabar
117
0
0
25 Aug 2025
Few-shot Human Action Anomaly Detection via a Unified Contrastive Learning Framework
Few-shot Human Action Anomaly Detection via a Unified Contrastive Learning Framework
Koichiro Kamide
Shunsuke Sakai
Shun Maeda
Chunzhi Gu
Chao Zhang
96
0
0
25 Aug 2025
HyperDiff: Hypergraph Guided Diffusion Model for 3D Human Pose Estimation
HyperDiff: Hypergraph Guided Diffusion Model for 3D Human Pose Estimation
Bing Han
Yuhua Huang
Pan Gao
153
0
0
20 Aug 2025
MS-CLR: Multi-Skeleton Contrastive Learning for Human Action Recognition
MS-CLR: Multi-Skeleton Contrastive Learning for Human Action Recognition
Mert Kiray
Alvaro Ritter
Nassir Navab
Benjamin Busam
132
1
0
20 Aug 2025
Learnable SMPLify: A Neural Solution for Optimization-Free Human Pose Inverse Kinematics
Learnable SMPLify: A Neural Solution for Optimization-Free Human Pose Inverse Kinematics
Yuchen Yang
Linfeng Dong
Wei Wang
Zhihang Zhong
Xiao-Fu Sun
3DH
154
1
0
19 Aug 2025
MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation
MaskSem: Semantic-Guided Masking for Learning 3D Hybrid High-Order Motion Representation
Wei Wei
Shaojie Zhang
Yonghao Dang
Jianqin Yin
104
0
0
18 Aug 2025
EgoMusic-driven Human Dance Motion Estimation with Skeleton Mamba
EgoMusic-driven Human Dance Motion Estimation with Skeleton Mamba
Quang Minh Nguyen
Nhat Le
Baoru Huang
Minh Nhat Vu
Chengcheng Tang
Van-Dinh Nguyen
Ngan Le
Thieu Vo
A. Nguyen
92
2
0
14 Aug 2025
Human-in-Context: Unified Cross-Domain 3D Human Motion Modeling via In-Context Learning
Human-in-Context: Unified Cross-Domain 3D Human Motion Modeling via In-Context Learning
Mengyuan Liu
Xinshun Wang
Zhongbin Fang
Deheng Ye
Xia Li
Tao Tang
Songtao Wu
Xiangtai Li
Ming-Hsuan Yang
3DH
185
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14 Aug 2025
A Signer-Invariant Conformer and Multi-Scale Fusion Transformer for Continuous Sign Language Recognition
A Signer-Invariant Conformer and Multi-Scale Fusion Transformer for Continuous Sign Language Recognition
Md Rezwanul Haque
Md. Milon Islam
S M Taslim Uddin Raju
Fakhri Karray
SLR
170
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12 Aug 2025
Morphological Analysis of Semiconductor Microstructures using Skeleton Graphs
Morphological Analysis of Semiconductor Microstructures using Skeleton Graphs
Noriko Nitta
Rei Miyata
Naoto Oishi
40
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