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
VPN: Learning Video-Pose Embedding for Activities of Daily Living Srijan Das Saurav Sharma Rui Dai F. Brémond Monique Thonnat ViT 33 121 0 06 Jul 2020
Quo Vadis, Skeleton Action Recognition ? Pranay Gupta Anirudh Thatipelli Aditya Aggarwal Shubhanshu Maheshwari Neel Trivedi Sourav Das Ravi Kiran Sarvadevabhatla 33 64 0 04 Jul 2020
Inference Stage Optimization for Cross-scenario 3D Human Pose Estimation Jianfeng Zhang Xuecheng Nie Jiashi Feng 33 44 0 04 Jul 2020
Structure-Aware Human-Action Generation Ping Yu Yang Zhao Chunyuan Li Junsong Yuan Changyou Chen GNN 29 38 0 04 Jul 2020
Attention-Oriented Action Recognition for Real-Time Human-Robot Interaction Ziyang Song Ziyi Yin Zejian Yuan Chong Zhang Wanchao Chi Yonggen Ling Shenghao Zhang 19 20 0 02 Jul 2020
Human-centered collaborative robots with deep reinforcement learning Ali Ghadirzadeh Xi Chen Wenjie Yin Zhengrong Yi Mårten Björkman Danica Kragic 20 66 0 02 Jul 2020
The IKEA ASM Dataset: Understanding People Assembling Furniture through Actions, Objects and Pose Yizhak Ben-Shabat Xin Yu F. Saleh Dylan Campbell Cristian Rodriguez-Opazo Hongdong Li Stephen Gould 31 111 0 01 Jul 2020
Enhancing the Association in Multi-Object Tracking via Neighbor Graph Tianyi Liang L. Lan Zhigang Luo VOT 24 17 0 01 Jul 2020
Unsupervised Landmark Learning from Unpaired Data Yinghao Xu Ceyuan Yang Ziwei Liu Bo Dai Bolei Zhou SSL 9 11 0 29 Jun 2020
Compositional Video Synthesis with Action Graphs Amir Bar Roei Herzig Xiaolong Wang Anna Rohrbach Gal Chechik Trevor Darrell Amir Globerson 33 43 0 27 Jun 2020
Modelling the Statistics of Cyclic Activities by Trajectory Analysis on the Manifold of Positive-Semi-Definite Matrices Ettore Maria Celozzi Luca Ciabini Luca Cultrera P. Pala Stefano Berretti Mohamed Daoudi A. Bimbo 21 1 0 24 Jun 2020
Explanation-based Weakly-supervised Learning of Visual Relations with Graph Networks Federico Baldassarre Kevin Smith Josephine Sullivan Hossein Azizpour 27 25 0 16 Jun 2020
3DFCNN: Real-Time Action Recognition using 3D Deep Neural Networks with Raw Depth Information Adrián Sánchez-Caballero Sergio de López-Diz D. Fuentes-Jiménez Cristina Losada-Gutiérrez Marta Marrón-Romera D. Casillas-Pérez Mohammad Ibrahim Sarker HAI 30 62 0 13 Jun 2020
Uncertainty-aware Score Distribution Learning for Action Quality Assessment Yansong Tang Zanlin Ni Jiahuan Zhou Danyang Zhang Jiwen Lu Ying Nian Wu Jie Zhou EDL 28 123 0 13 Jun 2020
Dynamic gesture retrieval: searching videos by human pose sequence Cheng Zhang SLR 6 0 0 13 Jun 2020
Iterate & Cluster: Iterative Semi-Supervised Action Recognition Jingyuan Li Eli Shlizerman 11 10 0 12 Jun 2020
Egocentric Object Manipulation Graphs Eadom Dessalene Michael Maynord Chinmaya Devaraj Cornelia Fermuller Yiannis Aloimonos EgoV 27 19 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 21 192 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 44 1,346 0 24 May 2020
AnimGAN: A Spatiotemporally-Conditioned Generative Adversarial Network for Character Animation Maryam Sadat Mirzaei Kourosh Meshgi Etienne Frigo T. Nishida GAN 14 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 21 17 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 16 179 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 N. Sebe 28 14 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 27 0 0 06 May 2020
Decision Support for Intoxication Prediction Using Graph Convolutional Networks Hendrik Burwinkel Matthias Keicher D. Bani-Harouni T. Zellner F. Eyer Nassir Navab Seyed-Ahmad Ahmadi 8 2 0 02 May 2020
Motion Guided 3D Pose Estimation from Videos Jingbo Wang Sijie Yan Yuanjun Xiong Dahua Lin 3DH 19 179 0 29 Apr 2020
Skeleton Focused Human Activity Recognition in RGB Video Bruce X. B. Yu Yan Liu Keith C. C. Chan 26 4 0 29 Apr 2020
Effective Human Activity Recognition Based on Small Datasets Bruce X. B. Yu Yan Liu Keith C. C. Chan 18 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 26 42 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 18 4 0 24 Apr 2020
SL-DML: Signal Level Deep Metric Learning for Multimodal One-Shot Action Recognition Raphael Memmesheimer Nick Theisen Dietrich Paulus 24 45 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 30 35 0 22 Apr 2020
Recursive Social Behavior Graph for Trajectory Prediction Jianhua Sun Qinhong Jiang Cewu Lu GNN 16 158 0 22 Apr 2020
Spatio-Temporal Dual Affine Differential Invariant for Skeleton-based Action Recognition Qi Li Hanlin Mo Jinghan Zhao Hongxiang Hao Hua Li 16 4 0 21 Apr 2020
Music Gesture for Visual Sound Separation Chuang Gan Deng Huang Hang Zhao J. Tenenbaum Antonio Torralba 33 201 0 20 Apr 2020
FineGym: A Hierarchical Video Dataset for Fine-grained Action Understanding Dian Shao Yue Zhao Bo Dai Dahua Lin 9 320 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 8 1 0 07 Apr 2020
Learning to Cluster Faces via Confidence and Connectivity Estimation Lei Yang Dapeng Chen Xiaohang Zhan Rui Zhao Chen Change Loy Dahua Lin 3DH GNN CVBM 18 88 0 01 Apr 2020
HOPE-Net: A Graph-based Model for Hand-Object Pose Estimation Bardia Doosti Shujon Naha Majid Mirbagheri David J. Crandall 3DH 14 186 0 31 Mar 2020
Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition Ziyu Liu Hongwen Zhang Zhenghao Chen Zhiyong Wang Wanli Ouyang 32 817 0 31 Mar 2020
Spatio-Temporal Graph for Video Captioning with Knowledge Distillation Boxiao Pan Haoye Cai De-An Huang Kuan-Hui Lee Adrien Gaidon Ehsan Adeli Juan Carlos Niebles 31 235 0 31 Mar 2020
Cross-domain Detection via Graph-induced Prototype Alignment Minghao Xu Hang Wang Bingbing Ni Qi Tian Wenjun Zhang ObjD OOD 27 238 0 28 Mar 2020
Spatio-Temporal Graph Convolution for Resting-State fMRI Analysis S. Gadgil Qingyu Zhao A. Pfefferbaum E. Sullivan Ehsan Adeli K. Pohl 69 152 0 24 Mar 2020
Peeking into occluded joints: A novel framework for crowd pose estimation Lingteng Qiu Xuanye Zhang Yanran Li Guanbin Li Xiaojun Wu Zixiang Xiong Xiaoguang Han Shuguang Cui 94 72 0 23 Mar 2020
Temporal Extension Module for Skeleton-Based Action Recognition Yuya Obinata Takuma Yamamoto 24 34 0 19 Mar 2020
Feedback Graph Convolutional Network for Skeleton-based Action Recognition Hao Yang D. Yan Ling Zhang Dong Li Yunda Sun Shaodi You Stephen J. Maybank 49 104 0 17 Mar 2020
Predictively Encoded Graph Convolutional Network for Noise-Robust Skeleton-based Action Recognition Jongmin Yu Yongsang Yoon M. Jeon 35 44 0 17 Mar 2020
Dynamic Multiscale Graph Neural Networks for 3D Skeleton-Based Human Motion Prediction Maosen Li Siheng Chen Yangheng Zhao Ya Zhang Yanfeng Wang Qi Tian AI4CE 3DH 93 303 0 17 Mar 2020
GraphTCN: Spatio-Temporal Interaction Modeling for Human Trajectory Prediction Chengxin Wang Shaofeng Cai Gary S. H. Tan GNN 21 48 0 16 Mar 2020
EmotiCon: Context-Aware Multimodal Emotion Recognition using Frege's Principle Trisha Mittal P. Guhan Uttaran Bhattacharya Rohan Chandra Aniket Bera Tianyi Zhou 43 132 0 14 Mar 2020