Symbiotic Graph Neural Networks for 3D Skeleton-based Human Action Recognition and Motion Prediction

5 October 2019

Papers citing "Symbiotic Graph Neural Networks for 3D Skeleton-based Human Action Recognition and Motion Prediction"

49 / 49 papers shown

Title
Action Recognition in Real-World Ambient Assisted Living Environment Vincent Gbouna Zakka Zhuangzhuang Dai Luis J. Manso 34 0 0 29 Mar 2025
Motif Guided Graph Transformer with Combinatorial Skeleton Prototype Learning for Skeleton-Based Person Re-Identification Haocong Rao C. Miao 65 1 0 12 Dec 2024
A vision-based framework for human behavior understanding in industrial assembly lines Konstantinos Papoutsakis Nikolaos Bakalos Konstantinos Fragkoulis Athena Zacharia Georgia Kapetadimitri Maria Pateraki 21 0 0 25 Sep 2024
Past Movements-Guided Motion Representation Learning for Human Motion Prediction Junyu Shi Baoxuan Wang 3DH 29 0 0 04 Aug 2024
Frequency Guidance Matters: Skeletal Action Recognition by Frequency-Aware Mixed Transformer Wenhan Wu Ce Zheng Zihao Yang C. L. P. Chen Srijan Das Aidong Lu ViT 25 2 0 17 Jul 2024
An Improved Graph Pooling Network for Skeleton-Based Action Recognition Cong Wu Xiao-Jun Wu Tianyang Xu Josef Kittler 19 0 0 25 Apr 2024
A Survey on Multimodal Wearable Sensor-based Human Action Recognition Jianyuan Ni Hao Tang Syed Tousiful Haque Yan Yan A. Ngu 63 5 0 14 Apr 2024
Recent Advances in Deterministic Human Motion Prediction: A Review Tenghao Deng Yan Sun 3DH 16 0 0 11 Dec 2023
A Decoupled Spatio-Temporal Framework for Skeleton-based Action Segmentation Yunheng Li Zhongyu Li Shanghua Gao Qilong Wang Qibin Hou Ming-Ming Cheng 43 3 0 10 Dec 2023
Ske2Grid: Skeleton-to-Grid Representation Learning for Action Recognition Dongqi Cai Yangyuxuan Kang Anbang Yao Yurong Chen 19 5 0 15 Aug 2023
Joint-Relation Transformer for Multi-Person Motion Prediction Qingyao Xu Wei Mao Jingze Gong Chenxin Xu Siheng Chen Weidi Xie Ya-Qin Zhang Yanfeng Wang ViT 28 8 0 09 Aug 2023
MPM: A Unified 2D-3D Human Pose Representation via Masked Pose Modeling Zhenyu Zhang Wenhao Chai Zhongyu Jiang Tianbo Ye Mingli Song Jenq-Neng Hwang Gaoang Wang 3DH 11 4 0 29 Jun 2023
Meta-Auxiliary Learning for Adaptive Human Pose Prediction Qiongjie Cui Huaijiang Sun Jianfeng Lu Bin Li Weiqing Li 3DH OOD 28 5 0 13 Apr 2023
Best Practices for 2-Body Pose Forecasting Muhammad Rameez Ur Rahman Luca Scofano Edoardo De Matteis Alessandro Flaborea Alessio Sampieri Fabio Galasso 26 9 0 12 Apr 2023
3Mformer: Multi-order Multi-mode Transformer for Skeletal Action Recognition Lei Wang Piotr Koniusz ViT 21 44 0 25 Mar 2023
Leapfrog Diffusion Model for Stochastic Trajectory Prediction Wei Mao Chenxin Xu Qi Zhu Siheng Chen Yanfeng Wang 16 105 0 20 Mar 2023
EqMotion: Equivariant Multi-agent Motion Prediction with Invariant Interaction Reasoning Chenxin Xu R. Tan Yuhong Tan Siheng Chen Yu Wang Xinchao Wang Yanfeng Wang 19 96 0 20 Mar 2023
Spatial-temporal Transformer-guided Diffusion based Data Augmentation for Efficient Skeleton-based Action Recognition Yifan Jiang Han Chen Hanseok Ko DiffM 26 3 0 26 Feb 2023
A Survey on Human Action Recognition Zhou Shuchang 16 0 0 20 Dec 2022
Progressive Cross-modal Knowledge Distillation for Human Action Recognition Jianyuan Ni A. Ngu Yan Yan HAI 20 12 0 17 Aug 2022
Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary Space Lingwei Dang Yongwei Nie Chengjiang Long Qing Zhang Guiqing Li 3DH 17 33 0 15 Jul 2022
Collaborative Uncertainty Benefits Multi-Agent Multi-Modal Trajectory Forecasting Bohan Tang Yiqi Zhong Chenxin Xu Wei Wu Ulrich Neumann Yanfeng Wang Ya-Qin Zhang Siheng Chen 31 9 0 11 Jul 2022
Back to MLP: A Simple Baseline for Human Motion Prediction Wenya Guo Yuming Du Xi Shen Vincent Lepetit Xavier Alameda-Pineda Francesc Moreno-Noguer 3DH 28 108 0 04 Jul 2022
Dynamic-Group-Aware Networks for Multi-Agent Trajectory Prediction with Relational Reasoning Chenxin Xu Yuxin Wei Bohan Tang Sheng Yin Ya-Qin Zhang Siheng Chen AI4TS AI4CE 29 33 0 27 Jun 2022
Multi-Scale Spatial Temporal Graph Convolutional Network for Skeleton-Based Action Recognition Zhan Chen Sicheng Li Bing Yang Qinghan Li Hong Liu 24 249 0 27 Jun 2022
Skeleton-based Action Recognition via Temporal-Channel Aggregation Shengqin Wang Yongji Zhang M. Zhao Hong Qi Kai Wang Fenglin Wei Yu Jiang 23 22 0 31 May 2022
Adversarial Attention for Human Motion Synthesis Matthew Malek-Podjaski F. Deligianni AAML 14 2 0 25 Apr 2022
Progressively Generating Better Initial Guesses Towards Next Stages for High-Quality Human Motion Prediction Tiezheng Ma Yongwei Nie Chengjiang Long Qing Zhang Guiqing Li 3DH 19 107 0 30 Mar 2022
Comparison of Spatio-Temporal Models for Human Motion and Pose Forecasting in Face-to-Face Interaction Scenarios Germán Barquero Johnny Núnez Zhen Xu Sergio Escalera Wei-Wei Tu Isabelle M Guyon Cristina Palmero CVBM 29 12 0 07 Mar 2022
Spatio-Temporal Gating-Adjacency GCN for Human Motion Prediction Chongyang Zhong Lei Hu Zihao Zhang Yongjing Ye Shi-hong Xia 3DH 25 89 0 03 Mar 2022
Spatio-Temporal Tuples Transformer for Skeleton-Based Action Recognition Helei Qiu B. Hou Bo Ren Xiaohua Zhang ViT 17 45 0 08 Jan 2022
Dyadic Human Motion Prediction Isinsu Katircioglu C. Georgantas Mathieu Salzmann Pascal Fua 22 11 0 01 Dec 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 22 11 0 16 Nov 2021
Driver-Specific Risk Recognition in Interactive Driving Scenarios using Graph Representation Jinghang Li Chao Lu Penghui Li Zheyu Zhang Cheng Gong Jian-wei Gong 29 4 0 11 Nov 2021
Spatio-Temporal Graph Complementary Scattering Networks Angelo Feraudo Siheng Chen Ya-Qin Zhang 15 2 0 23 Oct 2021
Joint 3D Human Shape Recovery and Pose Estimation from a Single Image with Bilayer Graph Xin Yu J. Baar Siheng Chen 3DH 15 3 0 16 Oct 2021
A Survey on Deep Learning for Skeleton-Based Human Animation Lucas Mourot Ludovic Hoyet F. Clerc Francois Schnitzler Pierre Hellier 3DH 21 52 0 13 Oct 2021
Multiscale Spatio-Temporal Graph Neural Networks for 3D Skeleton-Based Motion Prediction Maosen Li Siheng Chen Yangheng Zhao Ya-Qin Zhang Yanfeng Wang Qi Tian 3DH 19 74 0 25 Aug 2021
Non-local Graph Convolutional Network for joint Activity Recognition and Motion Prediction Dianhao Zhang Ngo Anh Vien Mien Van Seán F. McLoone 3DH HAI 24 6 0 03 Aug 2021
Probabilistic Human Motion Prediction via A Bayesian Neural Network Jie Xu Xingyu Chen Xuguang Lan Nanning Zheng 3DH 13 3 0 14 Jul 2021
Conditional Neural Relational Inference for Interacting Systems Joao A. Candido Ramos Lionel Blondé S. Armand Alexandros Kalousis 14 49 0 21 Jun 2021
Human Action Recognition from Various Data Modalities: A Review Zehua Sun Qiuhong Ke Hossein Rahmani Mohammed Bennamoun Gang Wang Jun Liu MU 30 354 0 22 Dec 2020
Improving Skeleton-based Action Recognitionwith Robust Spatial and Temporal Features Zeshi Yang KangKang Yin 3DPC 15 3 0 01 Aug 2020
Hierarchical Action Classification with Network Pruning Mahdi Davoodikakhki KangKang Yin 27 19 0 30 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 16 0 02 Jul 2020
Interferometric Graph Transform: a Deep Unsupervised Graph Representation Edouard Oyallon 21 6 0 10 Jun 2020
Temporal Extension Module for Skeleton-Based Action Recognition Yuya Obinata Takuma Yamamoto 20 32 0 19 Mar 2020
Feedback Graph Convolutional Network for Skeleton-based Action Recognition Hao-Yu Yang D. Yan Ling Zhang Dong Li Yunda Sun Shaodi You Stephen J. Maybank 34 91 0 17 Mar 2020
Dynamic Multiscale Graph Neural Networks for 3D Skeleton-Based Human Motion Prediction Maosen Li Siheng Chen Yangheng Zhao Ya-Qin Zhang Yanfeng Wang Qi Tian AI4CE 3DH 88 300 0 17 Mar 2020