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
Uncertainty-Driven Action Quality Assessment Caixia Zhou Yaping Huang 23 10 0 29 Jul 2022
Graph Neural Networks to Predict Sports Outcomes Peter Xenopoulos Claudio Silva 30 6 0 28 Jul 2022
Gaia: Graph Neural Network with Temporal Shift aware Attention for Gross Merchandise Value Forecast in E-commerce Borui Ye Shuo Yang Binbin Hu Qing Cui Youqiang He Kai Huang Jun Zhou Yanming Fang 30 5 0 27 Jul 2022
Multimodal-GuideNet: Gaze-Probe Bidirectional Guidance in Obstetric Ultrasound Scanning Qianhui Men Clare Teng L. Drukker A. Papageorghiou A. Noble 35 8 0 26 Jul 2022
Efficient and Accurate Skeleton-Based Two-Person Interaction Recognition Using Inter- and Intra-body Graphs Yoshiki Ito Quan Kong Kenichi Morita Tomoaki Yoshinaga 3DH 26 6 0 26 Jul 2022
Live Stream Temporally Embedded 3D Human Body Pose and Shape Estimation Zhouping Wang Sarah Ostadabbas 3DH 29 5 0 25 Jul 2022
IGFormer: Interaction Graph Transformer for Skeleton-based Human Interaction Recognition Yunsheng Pang Qiuhong Ke Hossein Rahmani James Bailey Jing Liu ViT 38 45 0 25 Jul 2022
Dynamic Graph Reasoning for Multi-person 3D Pose Estimation Zhongwei Qiu Qiansheng Yang Jian Wang Dongmei Fu 30 11 0 22 Jul 2022
Faster VoxelPose: Real-time 3D Human Pose Estimation by Orthographic Projection Hang Ye Wentao Zhu Chun-yu Wang Rujie Wu Yizhou Wang 3DH 42 45 0 22 Jul 2022
Vision-based Human Fall Detection Systems using Deep Learning: A Review Ekram Alam Abu Sufian P. Dutta Marco Leo 38 83 0 22 Jul 2022
Real-Time Elderly Monitoring for Senior Safety by Lightweight Human Action Recognition Han Sun Yu-Chun Chen 16 11 0 21 Jul 2022
An Efficient Framework for Few-shot Skeleton-based Temporal Action Segmentation Leiyang Xu Qianqian Wang Xiaotian Lin Lin Yuan MedIm 32 6 0 20 Jul 2022
Collaborating Domain-shared and Target-specific Feature Clustering for Cross-domain 3D Action Recognition Qinying Liu Zilei Wang 26 9 0 20 Jul 2022
Learning Sequence Representations by Non-local Recurrent Neural Memory Wenjie Pei Xin Feng Canmiao Fu Qi Cao Guangming Lu Yu-Wing Tai AI4TS 32 1 0 20 Jul 2022
Hierarchically Self-Supervised Transformer for Human Skeleton Representation Learning Yuxiao Chen Long Zhao Jianbo Yuan Yu Tian Zhaoyang Xia Shijie Geng Ligong Han Dimitris N. Metaxas ViT 26 32 0 20 Jul 2022
Geometric Features Informed Multi-person Human-object Interaction Recognition in Videos Tanqiu Qiao Qianhui Men Frederick W. B. Li Yoshiki Kubotani Shigeo Morishima Hubert P. H. Shum 29 16 0 19 Jul 2022
Action Quality Assessment with Temporal Parsing Transformer Yang Bai Desen Zhou Songyang Zhang Jian Wang Errui Ding Yu Guan Yang Long Jingdong Wang ViT 29 39 0 19 Jul 2022
Learning from Temporal Spatial Cubism for Cross-Dataset Skeleton-based Action Recognition Yansong Tang Xingyu Liu Xumin Yu Danyang Zhang Jiwen Lu Jie Zhou 29 20 0 17 Jul 2022
A Dual-Masked Auto-Encoder for Robust Motion Capture with Spatial-Temporal Skeletal Token Completion Junkun Jiang Jie Chen Yike Guo 3DH 29 10 0 15 Jul 2022
Pose-based Tremor Classification for Parkinson's Disease Diagnosis from Video Hao Zhang Edmond S. L. Ho Xiatian Zhang Hubert P. H. Shum OOD 31 11 0 14 Jul 2022
SHREC 2022 Track on Online Detection of Heterogeneous Gestures A. Caputo Marco Emporio Andrea Giachetti Marco Cristani Guido Borghi ... M. Tran F. Ambellan M. Hanik Esfandiar Nava Yazdani C. V. Tycowicz 14 12 0 14 Jul 2022
Entry-Flipped Transformer for Inference and Prediction of Participant Behavior Bo Hu Tat-Jen Cham 36 8 0 13 Jul 2022
Skeletal Human Action Recognition using Hybrid Attention based Graph Convolutional Network Hao Xing Darius Burschka GNN 3DH 32 7 0 12 Jul 2022
A Skeleton-aware Graph Convolutional Network for Human-Object Interaction Detection Manli Zhu Edmond S. L. Ho Hubert P. H. Shum 3DH 30 3 0 11 Jul 2022
Adaptive Graph Spatial-Temporal Transformer Network for Traffic Flow Forecasting Aosong Feng Leandros Tassiulas AI4TS 24 59 0 09 Jul 2022
Contrastive Learning from Spatio-Temporal Mixed Skeleton Sequences for Self-Supervised Skeleton-Based Action Recognition Zhan Chen Hong Liu Tianyu Guo Zhengyang Chen Pinhao Song Haoling Tang SSL 35 18 0 07 Jul 2022
$Light-weight spatio-temporal graphs for segmentation and ejection fraction prediction in cardiac ultrasound$ Light-weight spatio-temporal graphs for segmentation and ejection fraction prediction in cardiac ultrasound S. Thomas A. Gilbert Guy Ben-Yosef 6 28 0 06 Jul 2022
Literature on Hand GESTURE Recognition using Graph based methods Neha Baranwal Varun Sharma 11 0 0 01 Jul 2022
GaitForeMer: Self-Supervised Pre-Training of Transformers via Human Motion Forecasting for Few-Shot Gait Impairment Severity Estimation Mark Endo K. Poston E. Sullivan L. Fei-Fei K. Pohl Ehsan Adeli 23 19 0 30 Jun 2022
Graph-Time Convolutional Neural Networks: Architecture and Theoretical Analysis Mohammad Sabbaqi Elvin Isufi GNN AI4TS 51 15 0 30 Jun 2022
Skeleton-based Action Recognition via Adaptive Cross-Form Learning Xuanhan Wang Yan Dai Lianli Gao Jingkuan Song 28 20 0 30 Jun 2022
Spatial Transformer Network with Transfer Learning for Small-scale Fine-grained Skeleton-based Tai Chi Action Recognition Lin Yuan Zhen He Qianqian Wang Leiyang Xu Xiang Ma ViT 37 2 0 30 Jun 2022
A New Adjacency Matrix Configuration in GCN-based Models for Skeleton-based Action Recognition Zheng Fang Xiongwei Zhang Tieyong Cao Yunfei Zheng Meng Sun GNN 35 0 0 29 Jun 2022
Multi-Scale Spatial Temporal Graph Convolutional Network for Skeleton-Based Action Recognition Zhan Chen Sicheng Li Bing Yang Qinghan Li Hong Liu 37 255 0 27 Jun 2022
Multi-Variate Time Series Forecasting on Variable Subsets Jatin Chauhan A. Raghuveer Rishi Saket Jay Nandy B. Ravindran AI4TS 35 9 0 25 Jun 2022
Learn to Predict How Humans Manipulate Large-sized Objects from Interactive Motions Weilin Wan Lei Yang Lingjie Liu Zhuoying Zhang Ruixing Jia Yi-King Choi Jia Pan Christian Theobalt Taku Komura Wenping Wang 21 22 0 25 Jun 2022
Real-Time Online Skeleton Extraction and Gesture Recognition on Pepper Axel Lefrant Jean-Marc Montanier SLR 31 0 0 22 Jun 2022
MoDi: Unconditional Motion Synthesis from Diverse Data Sigal Raab Inbal Leibovitch Peizhuo Li Kfir Aberman O. Sorkine-Hornung Daniel Cohen-Or DiffM 31 54 0 16 Jun 2022
DreamNet: A Deep Riemannian Network based on SPD Manifold Learning for Visual Classification Rui Wang Xiaojun Wu Ziheng Chen Tianyang Xu J. Kittler 19 2 0 16 Jun 2022
Feature Overcorrelation in Deep Graph Neural Networks: A New Perspective Wei Jin Xiaorui Liu Yao Ma Charu C. Aggarwal Jiliang Tang 37 42 0 15 Jun 2022
Graph-based Spatial Transformer with Memory Replay for Multi-future Pedestrian Trajectory Prediction Lihuan Li Maurice Pagnucco Yang Song 34 58 0 12 Jun 2022
tBDFS: Temporal Graph Neural Network Leveraging DFS Uriel Singer Haggai Roitman Ido Guy Kira Radinsky AI4CE 33 0 0 12 Jun 2022
Defending Adversarial Examples by Negative Correlation Ensemble Wenjian Luo Hongwei Zhang Linghao Kong Zhijian Chen Jiaheng Zhang AAML 25 1 0 11 Jun 2022
Efficient Human Pose Estimation via 3D Event Point Cloud Jiaan Chen Haowen Shi Yaozu Ye Kailun Yang Lei Sun Kaiwei Wang 3DPC 3DH 35 25 0 09 Jun 2022
An Adaptive Federated Relevance Framework for Spatial Temporal Graph Learning Tiehua Zhang Yuze Liu Zhishu Shen Ruiqian Xu Xin Chen Xiaowei Huang Xi Zheng FedML AI4TS 40 9 0 07 Jun 2022
Spatial-Temporal Adaptive Graph Convolution with Attention Network for Traffic Forecasting Weikang Chen Yawen Li Zhe Xue Ang Li Guobin Wu GNN AI4TS 29 5 0 07 Jun 2022
Spatial Feature Mapping for 6DoF Object Pose Estimation Jianhan Mei Xudong Jiang Henghui Ding 3DPC 34 14 0 03 Jun 2022
A Survey on Video Action Recognition in Sports: Datasets, Methods and Applications Fei Wu Qingzhong Wang Jian Bian Haoyi Xiong Ning Ding Feixiang Lu Junqing Cheng Dejing Dou AI4TS 44 53 0 02 Jun 2022
Vision GNN: An Image is Worth Graph of Nodes Kai Han Yunhe Wang Jianyuan Guo Yehui Tang Enhua Wu GNN 3DH 35 357 0 01 Jun 2022
Skeleton-based Action Recognition via Temporal-Channel Aggregation Shengqin Wang Yongji Zhang M. Zhao Hong Qi Kai Wang Fenglin Wei Yu-Gang Jiang 41 23 0 31 May 2022