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
Cross-modal Manifold Cutmix for Self-supervised Video Representation Learning Srijan Das Michael S. Ryoo SSL 26 0 0 07 Dec 2021
ViewCLR: Learning Self-supervised Video Representation for Unseen Viewpoints Srijan Das Michael S. Ryoo SSL 41 17 0 07 Dec 2021
Contrastive Learning from Extremely Augmented Skeleton Sequences for Self-supervised Action Recognition Tianyu Guo Hong Liu Zhan Chen Mengyuan Liu Tao Wang Runwei Ding SSL 39 146 0 07 Dec 2021
Learning Connectivity with Graph Convolutional Networks for Skeleton-based Action Recognition H. Sahbi GNN 48 27 0 06 Dec 2021
Skeletal Graph Self-Attention: Embedding a Skeleton Inductive Bias into Sign Language Production Ben Saunders Necati Cihan Camgöz Richard Bowden SLR 37 17 0 06 Dec 2021
SSAGCN: Social Soft Attention Graph Convolution Network for Pedestrian Trajectory Prediction Pei Lv Wentong Wang Yunxin Wang Yuzhen Zhang Mingliang Xu Changsheng Xu 39 40 0 05 Dec 2021
Pose2Room: Understanding 3D Scenes from Human Activities Y. Nie Angela Dai Xiaoguang Han Matthias Nießner 34 14 0 01 Dec 2021
Graph Convolutional Module for Temporal Action Localization in Videos Runhao Zeng Wenbing Huang Mingkui Tan Yu Rong P. Zhao Junzhou Huang Chuang Gan 30 65 0 01 Dec 2021
Anonymization for Skeleton Action Recognition Saemi Moon Myeonghyeon Kim Zhenyue Qin Yang Liu Dongwoo Kim PICV 20 8 0 30 Nov 2021
Head and Body: Unified Detector and Graph Network for Person Search in Media Xiujun Shu Yusheng Tao Ruizhi Qiao Bo Ke Wei Wen Bo Ren 30 2 0 27 Nov 2021
Self-supervised Correlation Mining Network for Person Image Generation Zijian Wang Xingqun Qi Kun Yuan Muyi Sun 3DH 48 13 0 26 Nov 2021
GeomNet: A Neural Network Based on Riemannian Geometries of SPD Matrix Space and Cholesky Space for 3D Skeleton-Based Interaction Recognition X. Nguyen 3DH 21 33 0 25 Nov 2021
Spatio-Temporal Joint Graph Convolutional Networks for Traffic Forecasting Chuanpan Zheng Xiaoliang Fan Shirui Pan Haibing Jin Zhaopeng Peng Zonghan Wu Cheng-Yu Wang Philip S. Yu GNN AI4TS 20 49 0 25 Nov 2021
Cross Your Body: A Cognitive Assessment System for Children S. Sayed V. Athitsos 14 2 0 24 Nov 2021
Hierarchical Graph-Convolutional Variational AutoEncoding for Generative Modelling of Human Motion Anthony Bourached Robert J. Gray Xiaodong Guan Ryan-Rhys Griffiths A. Jha P. Nachev 3DH DRL 19 1 0 24 Nov 2021
Hierarchical Graph Networks for 3D Human Pose Estimation Han Li Bowen Shi Wenrui Dai Yabo Chen Botao Wang Yu Sun Mingzhe Guo Chenlin Li Junni Zou H. Xiong 3DH 32 15 0 23 Nov 2021
Gait Identification under Surveillance Environment based on Human Skeleton Xingkai Zheng Xirui Li Ke Xu Xinghao Jiang Tanfeng Sun CVBM 42 1 0 23 Nov 2021
Towards Tokenized Human Dynamics Representation Kenneth Li Xiao Sun Zhirong Wu Fangyun Wei Stephen Lin 29 2 0 22 Nov 2021
Contrast-reconstruction Representation Learning for Self-supervised Skeleton-based Action Recognition Peng Wang Jun Wen Chenyang Si Y. Qian Liang Wang SSL 38 42 0 22 Nov 2021
Real-time 3D human action recognition based on Hyperpoint sequence Xing Li Qian Huang Zhijian Wang Zhenjie Hou Tianjin Yang Zhuang Miao 3DH 3DPC 32 11 0 16 Nov 2021
Keypoint Message Passing for Video-based Person Re-Identification Di Chen Andreas Doering Shanshan Zhang Jian Yang Juergen Gall Bernt Schiele 33 20 0 16 Nov 2021
A Central Difference Graph Convolutional Operator for Skeleton-Based Action Recognition Shuangyan Miao Yonghong Hou Zhimin Gao Mingliang Xu Wanqing Li GNN 21 43 0 13 Nov 2021
STFL: A Temporal-Spatial Federated Learning Framework for Graph Neural Networks Guannan Lou Yuze Liu Tiehua Zhang Xi Zheng FedML 68 14 0 12 Nov 2021
Review of Pedestrian Trajectory Prediction Methods: Comparing Deep Learning and Knowledge-based Approaches R. Korbmacher A. Tordeux 29 85 0 11 Nov 2021
GROWL: Group Detection With Link Prediction Viktor Schmuck Oya Celiktutan 13 9 0 08 Nov 2021
Multi-Scale Semantics-Guided Neural Networks for Efficient Skeleton-Based Human Action Recognition Pengfei Zhang Cuiling Lan Wenjun Zeng Junliang Xing Jianru Xue Nanning Zheng 37 6 0 07 Nov 2021
Will You Ever Become Popular? Learning to Predict Virality of Dance Clips Jiahao Wang Yunhong Wang Nina Weng Tianrui Chai Annan Li Faxi Zhang Sansi Yu 32 13 0 06 Nov 2021
Skeleton-Split Framework using Spatial Temporal Graph Convolutional Networks for Action Recogntion Motasem S. Alsawadi Miguel Rio 30 7 0 04 Nov 2021
LSTA-Net: Long short-term Spatio-Temporal Aggregation Network for Skeleton-based Action Recognition Tailin Chen Shidong Wang Desen Zhou Yushi Guan AI4TS 33 3 0 01 Nov 2021
BiC-Net: Learning Efficient Spatio-Temporal Relation for Text-Video Retrieval Ning Han Jingjing Chen Chuhao Shi Yawen Zeng Guangyi Xiao Hao Chen 22 10 0 29 Oct 2021
Skeleton-Based Mutually Assisted Interacted Object Localization and Human Action Recognition Liang Xu Cuiling Lan Wenjun Zeng Cewu Lu 18 24 0 28 Oct 2021
Roto-translated Local Coordinate Frames For Interacting Dynamical Systems Miltiadis Kofinas N. S. Nagaraja E. Gavves AI4CE 26 32 0 28 Oct 2021
TriBERT: Full-body Human-centric Audio-visual Representation Learning for Visual Sound Separation Tanzila Rahman Mengyu Yang Leonid Sigal ViT 29 8 0 26 Oct 2021
Learning Rich Features for Gait Recognition by Integrating Skeletons and Silhouettes Yunjie Peng Kang Ma Yang Zhang Zhiqiang He CVBM 27 41 0 26 Oct 2021
IIP-Transformer: Intra-Inter-Part Transformer for Skeleton-Based Action Recognition Qingtian Wang Jianlin Peng Shuze Shi Tingxi Liu Jiabin He Renliang Weng ViT 29 35 0 26 Oct 2021
Spatio-Temporal Graph Complementary Scattering Networks Angelo Feraudo Siheng Chen Ya Zhang 20 2 0 23 Oct 2021
Event Detection on Dynamic Graphs Mert Kosan A. Silva Sourav Medya Brian Uzzi Ambuj K. Singh 29 10 0 23 Oct 2021
Creating and Reenacting Controllable 3D Humans with Differentiable Rendering Thiago L. Gomes Thiago M. Coutinho Rafael Azevedo Renato Martins Erickson R. Nascimento 3DH 27 3 0 22 Oct 2021
Signature-Graph Networks Ali Hamdi Flora D. Salim D. Kim Xiaojun Chang 21 1 0 22 Oct 2021
Generative Adversarial Graph Convolutional Networks for Human Action Synthesis Bruno Degardin João Neves Vasco Lopes J. Brito Ehsan Yaghoubi Hugo Proencca GAN AI4CE 33 32 0 21 Oct 2021
Understanding GNN Computational Graph: A Coordinated Computation, IO, and Memory Perspective Hengrui Zhang Zhongming Yu Guohao Dai Guyue Huang Yufei Ding Yuan Xie Yu Wang GNN 30 46 0 18 Oct 2021
Anomaly Detection in Multi-Agent Trajectories for Automated Driving Julian Wiederer Arij Bouazizi Marco Troina U. Kressel Vasileios Belagiannis 46 23 0 15 Oct 2021
Tutorial on Deep Learning for Human Activity Recognition Marius Bock Alexander Hoelzemann Michael Moeller Kristof Van Laerhoven BDL HAI 11 2 0 13 Oct 2021
Sign Language Recognition via Skeleton-Aware Multi-Model Ensemble Songyao Jiang Bin Sun Lichen Wang Yue Bai Kunpeng Li Y. Fu SLR 55 37 0 12 Oct 2021
Multi-Modal Interaction Graph Convolutional Network for Temporal Language Localization in Videos Zongmeng Zhang Xianjing Han Xuemeng Song Yan Yan Liqiang Nie 41 36 0 12 Oct 2021
OpenHands: Making Sign Language Recognition Accessible with Pose-based Pretrained Models across Languages Prem Selvaraj Gokul Nc Pratyush Kumar Mitesh Khapra VLM SLR 58 53 0 12 Oct 2021
SignBERT: Pre-Training of Hand-Model-Aware Representation for Sign Language Recognition Hezhen Hu Weichao Zhao Wen-gang Zhou Yuechen Wang Houqiang Li ViT 32 63 0 11 Oct 2021
The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose Estimation Guillem Brasó Nikita Kister Laura Leal-Taixé 3DPC 16 40 0 11 Oct 2021
Space-Time-Separable Graph Convolutional Network for Pose Forecasting Theodoros Sofianos Alessio Sampieri Luca Franco Fabio Galasso 3DH 46 143 0 09 Oct 2021
Hybrid Graph Embedding Techniques in Estimated Time of Arrival Task Vadim Porvatov Natalia Semenova A. Chertok GNN AI4TS 19 3 0 08 Oct 2021