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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"

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Title
Iterate & Cluster: Iterative Semi-Supervised Action Recognition Jingyuan Li Eli Shlizerman 101 12 0 12 Jun 2020
Egocentric Object Manipulation Graphs Eadom Dessalene Michael Maynord Chinmaya Devaraj Cornelia Fermuller Yiannis Aloimonos EgoV 150 20 0 05 Jun 2020
How to Build a Graph-Based Deep Learning Architecture in Traffic Domain: A Survey Jiexia Ye Juanjuan Zhao Kejiang Ye Chengzhong Xu GNN AI4TS AI4CE 402 228 0 24 May 2020
Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks Zonghan Wu Shirui Pan Guodong Long Jing Jiang Xiaojun Chang Chengqi Zhang AI4TS 209 1,773 0 24 May 2020
AnimGAN: A Spatiotemporally-Conditioned Generative Adversarial Network for Character Animation Maryam Sadat Mirzaei Kourosh Meshgi Etienne Frigo T. Nishida GAN 139 13 0 23 May 2020
Towards Understanding the Adversarial Vulnerability of Skeleton-based Action Recognition Tianhang Zheng Sheng Liu Changyou Chen Junsong Yuan Baochun Li K. Ren AAML 201 19 0 14 May 2020
Skeleton-Aware Networks for Deep Motion Retargeting Kfir Aberman Peizhuo Li Dani Lischinski O. Sorkine-Hornung Daniel Cohen-Or Baoquan Chen 160 229 0 12 May 2020
Human in Events: A Large-Scale Benchmark for Human-centric Video Analysis in Complex Events Weiyao Lin Huabin Liu Shizhan Liu Yuxi Li Rui Qian Tao Wang Ning Xu H. Xiong Guojun Qi Andrii Zadaianchuk 355 21 0 09 May 2020
AN-GCN: An Anonymous Graph Convolutional Network Defense Against Edge-Perturbing Attack Ao Liu Beibei Li Tao Li Pan Zhou Rui Wang AAML 392 0 0 06 May 2020
Decision Support for Intoxication Prediction Using Graph Convolutional NetworksInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020 Hendrik Burwinkel Matthias Keicher David Bani-Harouni T. Zellner F. Eyer Nassir Navab Seyed-Ahmad Ahmadi 51 2 0 02 May 2020
Motion Guided 3D Pose Estimation from VideosEuropean Conference on Computer Vision (ECCV), 2020 Jingbo Wang Sijie Yan Yuanjun Xiong Dahua Lin 3DH 172 223 0 29 Apr 2020
Skeleton Focused Human Activity Recognition in RGB Video Bruce X. B. Yu Yan Liu Keith C. C. Chan 177 5 0 29 Apr 2020
Effective Human Activity Recognition Based on Small Datasets Bruce X. B. Yu Yan Liu Keith C. C. Chan 77 1 0 29 Apr 2020
JointsGait:A model-based Gait Recognition Method based on Gait Graph Convolutional Networks and Joints Relationship Pyramid Mapping Na Li Xinbo Zhao Chong Ma CVBM 134 54 0 27 Apr 2020
Sensor selection on graphs via data-driven node sub-sampling in network time series Yiye Jiang Jérémie Bigot Sofian Maabout AI4TS 146 4 0 24 Apr 2020
SL-DML: Signal Level Deep Metric Learning for Multimodal One-Shot Action Recognition Raphael Memmesheimer Nick Theisen Dietrich Paulus 408 46 0 23 Apr 2020
TetraTSDF: 3D human reconstruction from a single image with a tetrahedral outer shell Hayato Onizuka Zehra Hayirci D. Thomas Akihiro Sugimoto Hideaki Uchiyama R. Taniguchi 3DH 169 38 0 22 Apr 2020
Recursive Social Behavior Graph for Trajectory Prediction Jianhua Sun Qinhong Jiang Cewu Lu GNN 162 182 0 22 Apr 2020
Spatio-Temporal Dual Affine Differential Invariant for Skeleton-based Action RecognitionJournal of Image and Graphics (JIG), 2020 Qi Li Hanlin Mo Jinghan Zhao Hongxiang Hao Hua Li 157 4 0 21 Apr 2020
Music Gesture for Visual Sound SeparationComputer Vision and Pattern Recognition (CVPR), 2020 Chuang Gan Deng Huang Hang Zhao J. Tenenbaum Antonio Torralba 226 214 0 20 Apr 2020
FineGym: A Hierarchical Video Dataset for Fine-grained Action UnderstandingComputer Vision and Pattern Recognition (CVPR), 2020 Dian Shao Yue Zhao Bo Dai Dahua Lin 184 388 0 14 Apr 2020
What and Where: Modeling Skeletons from Semantic and Spatial Perspectives for Action Recognition Lei Shi Yifan Zhang Jian Cheng Hanqing Lu 177 1 0 07 Apr 2020
Learning to Cluster Faces via Confidence and Connectivity EstimationComputer Vision and Pattern Recognition (CVPR), 2020 Lei Yang Dapeng Chen Xiaohang Zhan Rui Zhao Chen Change Loy Dahua Lin 3DH GNN CVBM 172 96 0 01 Apr 2020
HOPE-Net: A Graph-based Model for Hand-Object Pose EstimationComputer Vision and Pattern Recognition (CVPR), 2020 Bardia Doosti Shujon Naha Majid Mirbagheri David J. Crandall 3DH 262 215 0 31 Mar 2020
Disentangling and Unifying Graph Convolutions for Skeleton-Based Action RecognitionComputer Vision and Pattern Recognition (CVPR), 2020 Ziyu Liu Hongwen Zhang Zhenghao Chen Zhiyong Wang Wanli Ouyang 366 976 0 31 Mar 2020
Spatio-Temporal Graph for Video Captioning with Knowledge DistillationComputer Vision and Pattern Recognition (CVPR), 2020 Boxiao Pan Haoye Cai De-An Huang Kuan-Hui Lee Adrien Gaidon Ehsan Adeli Juan Carlos Niebles 211 262 0 31 Mar 2020
Cross-domain Detection via Graph-induced Prototype AlignmentComputer Vision and Pattern Recognition (CVPR), 2020 Minghao Xu Hang Wang Bingbing Ni Qi Tian Wenjun Zhang ObjD OOD 227 263 0 28 Mar 2020
Spatio-Temporal Graph Convolution for Resting-State fMRI AnalysisInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020 Soham Gadgil Qingyu Zhao A. Pfefferbaum E. Sullivan Ehsan Adeli K. Pohl 349 182 0 24 Mar 2020
Peeking into occluded joints: A novel framework for crowd pose estimationEuropean Conference on Computer Vision (ECCV), 2020 Lingteng Qiu Xuanye Zhang Yanran Li Guanbin Li Xiaojun Wu Zixiang Xiong Xiaoguang Han Shuguang Cui 370 85 0 23 Mar 2020
Temporal Extension Module for Skeleton-Based Action RecognitionInternational Conference on Pattern Recognition (ICPR), 2020 Yuya Obinata Takuma Yamamoto 184 39 0 19 Mar 2020
Feedback Graph Convolutional Network for Skeleton-based Action RecognitionIEEE Transactions on Image Processing (TIP), 2020 Hao Yang D. Yan Ling Zhang Dong Li Yunda Sun Shaodi You Stephen J. Maybank 200 129 0 17 Mar 2020
Predictively Encoded Graph Convolutional Network for Noise-Robust Skeleton-based Action Recognition Jongmin Yu Yongsang Yoon M. Jeon 296 52 0 17 Mar 2020
Dynamic Multiscale Graph Neural Networks for 3D Skeleton-Based Human Motion PredictionComputer Vision and Pattern Recognition (CVPR), 2020 Maosen Li Siheng Chen Yangheng Zhao Ya Zhang Yanfeng Wang Qi Tian AI4CE 3DH 213 345 0 17 Mar 2020
GraphTCN: Spatio-Temporal Interaction Modeling for Human Trajectory PredictionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020 Chengxin Wang Shaofeng Cai Gary S. H. Tan GNN 259 67 0 16 Mar 2020
EmotiCon: Context-Aware Multimodal Emotion Recognition using Frege's PrincipleComputer Vision and Pattern Recognition (CVPR), 2020 Trisha Mittal P. Guhan Uttaran Bhattacharya Rohan Chandra Aniket Bera Tianyi Zhou 277 156 0 14 Mar 2020
Adaptive Graph Convolutional Network with Attention Graph Clustering for Co-saliency DetectionComputer Vision and Pattern Recognition (CVPR), 2020 Kaihua Zhang Tengpeng Li Shiwen Shen Bo Liu Jin Chen Qingshan Liu 171 104 0 13 Mar 2020
Gimme Signals: Discriminative signal encoding for multimodal activity recognitionIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2020 Raphael Memmesheimer Nick Theisen Dietrich Paulus 253 59 0 13 Mar 2020
A Graph Attention Spatio-temporal Convolutional Network for 3D Human Pose Estimation in Video Junfa Liu Juan Rojas Zhijun Liang Yihui Li Yisheng Guang 3DH 294 17 0 11 Mar 2020
Unifying Graph Embedding Features with Graph Convolutional Networks for Skeleton-based Action Recognition Ke Wang M. M. Li Hong Fu Jicong Fan Zhao Zhang Howard Leung 217 7 0 06 Mar 2020
ETRI-Activity3D: A Large-Scale RGB-D Dataset for Robots to Recognize Daily Activities of the ElderlyIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2020 Jinhyeok Jang Jeimin Jeon Cheonshu Park Minsu Jang Jaeyeon Lee Jaehong Kim 281 85 0 04 Mar 2020
Image-based OoD-Detector Principles on Graph-based Input Data in Human Action Recognition Jens Bayer David Münch Michael Arens 78 0 0 03 Mar 2020
ProxEmo: Gait-based Emotion Learning and Multi-view Proxemic Fusion for Socially-Aware Robot NavigationIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2020 V. Narayanan Bala Murali Manoghar Vishnu Sashank Dorbala Tianyi Zhou Aniket Bera 226 73 0 02 Mar 2020
Towards a predictive spatio-temporal representation of brain data Tiago Azevedo L. Passamonti Pietro Lio N. Toschi 216 9 0 29 Feb 2020
An End-to-End Graph Convolutional Kernel Support Vector MachineApplied Network Science (Appl Netw Sci), 2020 P. Corcoran 121 7 0 29 Feb 2020
Learning Nonparametric Human Mesh Reconstruction from a Single Image without Ground Truth MeshesInternational Conference on Information Photonics (ICIP), 2020 Kevin Qinghong Lin Lijuan Wang Ying Jin Zicheng Liu Ming-Ting Sun 3DH 159 4 0 28 Feb 2020
Infrared and 3D skeleton feature fusion for RGB-D action recognitionIEEE Access (IEEE Access), 2020 Alban Main De Boissiere R. Noumeir 181 45 0 28 Feb 2020
Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory PredictionComputer Vision and Pattern Recognition (CVPR), 2020 Abduallah A. Mohamed Kun Qian Mohamed Elhoseiny Christian G. Claudel GNN 376 887 0 27 Feb 2020
Unbiased Scene Graph Generation from Biased TrainingComputer Vision and Pattern Recognition (CVPR), 2020 Kaihua Tang Yulei Niu Jianqiang Huang Jiaxin Shi Hanwang Zhang CML 410 774 0 27 Feb 2020
Learning to Simulate Complex Physics with Graph NetworksInternational Conference on Machine Learning (ICML), 2020 Alvaro Sanchez-Gonzalez Jonathan Godwin Tobias Pfaff Rex Ying J. Leskovec Peter W. Battaglia PINN AI4CE 465 1,306 0 21 Feb 2020
A Survey on 3D Skeleton-Based Action Recognition Using Learning MethodCyborg and Bionic Systems (CBS), 2020 Bin Ren Mengyuan Liu Runwei Ding Hong Liu 256 173 0 14 Feb 2020