Skeleton-Based Human Action Recognition with Global Context-Aware Attention LSTM Networks

18 July 2017

Jun Liu

Papers citing "Skeleton-Based Human Action Recognition with Global Context-Aware Attention LSTM Networks"

37 / 37 papers shown

Title
Are Spatial-Temporal Graph Convolution Networks for Human Action Recognition Over-Parameterized? Jianyang Xie Yitian Zhao Y. Meng He Zhao Anh Nguyen Yalin Zheng 17 0 0 15 May 2025
SkeletonX: Data-Efficient Skeleton-based Action Recognition via Cross-sample Feature Aggregation Zongye Zhang Wenrui Cai Qingjie Liu Yanjie Wang 37 0 0 16 Apr 2025
CHASE: Learning Convex Hull Adaptive Shift for Skeleton-based Multi-Entity Action Recognition Yuhang Wen Mengyuan Liu Songtao Wu Beichen Ding 45 0 0 31 Dec 2024
Learning Mutual Excitation for Hand-to-Hand and Human-to-Human Interaction Recognition Mengyuan Liu Cheng Chen Songtao Wu Fanyang Meng Hong Liu 37 2 0 04 Feb 2024
Two-stream Multi-level Dynamic Point Transformer for Two-person Interaction Recognition Yao Liu Gangfeng Cui Jiahui Luo Xiaojun Chang L. Yao ViT 3DPC 16 5 0 22 Jul 2023
Interactive Spatiotemporal Token Attention Network for Skeleton-based General Interactive Action Recognition Yuhang Wen Zixuan Tang Yunsheng Pang Beichen Ding Mengyuan Liu 26 21 0 14 Jul 2023
SpATr: MoCap 3D Human Action Recognition based on Spiral Auto-encoder and Transformer Network Hamza Bouzid Lahoucine Ballihi ViT 3DH 22 2 0 30 Jun 2023
Two-person Graph Convolutional Network for Skeleton-based Human Interaction Recognition Zheng Li Yueran Li Linlin Tang Tong Zhang Jingyong Su GNN 3DH 43 17 0 12 Aug 2022
Real-Time Online Skeleton Extraction and Gesture Recognition on Pepper Axel Lefrant Jean-Marc Montanier SLR 28 0 0 22 Jun 2022
Learning Connectivity with Graph Convolutional Networks for Skeleton-based Action Recognition H. Sahbi GNN 38 27 0 06 Dec 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 35 6 0 07 Nov 2021
Channel-wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition Yuxin Chen Ziqi Zhang Chunfen Yuan Bing Li Ying Deng Weiming Hu 45 565 0 26 Jul 2021
Human Interaction Recognition Framework based on Interacting Body Part Attention Dong-Gyu Lee Seong-Whan Lee 59 25 0 22 Jan 2021
Action Recognition with Kernel-based Graph Convolutional Networks H. Sahbi GNN 29 1 0 28 Dec 2020
Skeleton-DML: Deep Metric Learning for Skeleton-Based One-Shot Action Recognition Raphael Memmesheimer Simon Häring Nick Theisen Dietrich Paulus 35 36 0 26 Dec 2020
Spatial Temporal Transformer Network for Skeleton-based Action Recognition Chiara Plizzari Marco Cannici Matteo Matteucci ViT 22 194 0 11 Dec 2020
JOLO-GCN: Mining Joint-Centered Light-Weight Information for Skeleton-Based Action Recognition Jinmiao Cai Nianjuan Jiang Xiaoguang Han Kui Jia Jiangbo Lu 22 84 0 16 Nov 2020
Skeleton-based Action Recognition via Spatial and Temporal Transformer Networks Chiara Plizzari Marco Cannici Matteo Matteucci ViT MedIm 25 300 0 17 Aug 2020
Richly Activated Graph Convolutional Network for Robust Skeleton-based Action Recognition Yisheng Song Zhang Zhang Caifeng Shan Liang Wang 24 165 0 09 Aug 2020
Vision and Inertial Sensing Fusion for Human Action Recognition : A Review Sharmin Majumder N. Kehtarnavaz 21 65 0 02 Aug 2020
Augmented Skeleton Based Contrastive Action Learning with Momentum LSTM for Unsupervised Action Recognition Haocong Rao Shihao Xu Xiping Hu Jun Cheng Bin Hu 27 191 0 01 Aug 2020
Mix Dimension in Poincaré Geometry for 3D Skeleton-based Action Recognition Wei Peng Jingang Shi Zhaoqiang Xia Guoying Zhao GNN 26 60 0 30 Jul 2020
Decoupled Spatial-Temporal Attention Network for Skeleton-Based Action Recognition Lei Shi Yifan Zhang Jian Cheng Hanqing Lu 16 49 0 07 Jul 2020
3DV: 3D Dynamic Voxel for Action Recognition in Depth Video Yancheng Wang Yang Xiao Fu Xiong Wenxiang Jiang Zhiguo Cao Qiufeng Wang Junsong Yuan 3DPC 21 82 0 12 May 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
A Survey on 3D Skeleton-Based Action Recognition Using Learning Method Bin Ren Mengyuan Liu Runwei Ding Hong Liu 27 121 0 14 Feb 2020
Vertex Feature Encoding and Hierarchical Temporal Modeling in a Spatial-Temporal Graph Convolutional Network for Action Recognition Konstantinos Papadopoulos Enjie Ghorbel Djamila Aouada Björn E. Ottersten GNN 93 42 0 20 Dec 2019
Human Action Recognition with Multi-Laplacian Graph Convolutional Networks A. Mazari H. Sahbi GNN 32 5 0 15 Oct 2019
Interaction Relational Network for Mutual Action Recognition Mauricio Perez Jun Liu Alex C. Kot 24 66 0 11 Oct 2019
A Unified Deep Framework for Joint 3D Pose Estimation and Action Recognition from a Single RGB Camera H. Pham H. Salmane L. Khoudour Alain Crouzil Pablo Zegers S. Velastín 21 46 0 16 Jul 2019
NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding Jun Liu Amir Shahroudy Mauricio Perez G. Wang Ling-yu Duan Alex C. Kot 36 1,255 0 12 May 2019
DDLSTM: Dual-Domain LSTM for Cross-Dataset Action Recognition Toby Perrett Dima Damen 22 24 0 18 Apr 2019
Skeleton-Based Online Action Prediction Using Scale Selection Network Jun Liu Amir Shahroudy G. Wang Ling-yu Duan Alex C. Kot 29 142 0 08 Feb 2019
A Probabilistic Semi-Supervised Approach to Multi-Task Human Activity Modeling Judith Butepage Hedvig Kjellström Danica Kragic 52 8 0 24 Sep 2018
Depth from Monocular Images using a Semi-Parallel Deep Neural Network (SPDNN) Hybrid Architecture S. Bazrafkan Hossein Javidnia Joseph Lemley Peter Corcoran MDE 10 16 0 10 Mar 2017
Hierarchical Deep Temporal Models for Group Activity Recognition Mostafa S. Ibrahim S. Muralidharan Zhiwei Deng Arash Vahdat Greg Mori 77 445 0 09 Jul 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,926 0 17 Aug 2015