An Attention Enhanced Graph Convolutional LSTM Network for Skeleton-Based Action Recognition

25 February 2019

Liang Wang

Papers citing "An Attention Enhanced Graph Convolutional LSTM Network for Skeleton-Based Action Recognition"

47 / 197 papers shown

Title
Stronger, Faster and More Explainable: A Graph Convolutional Baseline for Skeleton-based Action Recognition Yisheng Song Zhang Zhang Caifeng Shan Liang Wang 119 287 0 20 Oct 2020
MS $^2$ L: Multi-Task Self-Supervised Learning for Skeleton Based Action Recognition Lilang Lin Sijie Song Wenhan Yang Jiaying Liu SSL 16 194 0 12 Oct 2020
A Practical Tutorial on Graph Neural Networks I. Ward J. Joyner C. Lickfold Yulan Guo Bennamoun GNN AI4CE 22 12 0 11 Oct 2020
Visual Methods for Sign Language Recognition: A Modality-Based Review B. Seddik N. Amara SLR 30 1 0 22 Sep 2020
DeepActsNet: Spatial and Motion features from Face, Hands, and Body Combined with Convolutional and Graph Networks for Improved Action Recognition Umar Asif Deval Mehta Stefan von Cavallar Jianbin Tang S. Harrer CVBM 19 0 0 21 Sep 2020
Skeleton-based Action Recognition via Spatial and Temporal Transformer Networks Chiara Plizzari Marco Cannici Matteo Matteucci ViT MedIm 17 300 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
A Multi-Task Learning Approach for Human Activity Segmentation and Ergonomics Risk Assessment Behnoosh Parsa A. Banerjee 14 2 0 07 Aug 2020
Recognition and 3D Localization of Pedestrian Actions from Monocular Video Jun Hayakawa Behzad Dariush 27 10 0 03 Aug 2020
Improving Skeleton-based Action Recognitionwith Robust Spatial and Temporal Features Zeshi Yang KangKang Yin 3DPC 15 3 0 01 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 22 191 0 01 Aug 2020
Traffic Control Gesture Recognition for Autonomous Vehicles Julian Wiederer Arij Bouazizi U. Kressel Vasileios Belagiannis 41 49 0 31 Jul 2020
flexgrid2vec: Learning Efficient Visual Representations Vectors Ali Hamdi D. Kim Flora D. Salim SSL GNN 30 7 0 30 Jul 2020
Hierarchical Action Classification with Network Pruning Mahdi Davoodikakhki KangKang Yin 34 19 0 30 Jul 2020
Dynamic GCN: Context-enriched Topology Learning for Skeleton-based Action Recognition Fanfan Ye Shiliang Pu Qiaoyong Zhong Chaoyu Li Di Xie Huiming Tang 16 275 0 29 Jul 2020
Unsupervised 3D Human Pose Representation with Viewpoint and Pose Disentanglement Qiang Nie Ziwei Liu Yunhui Liu 3DH DRL 19 67 0 14 Jul 2020
Multitask Non-Autoregressive Model for Human Motion Prediction Bin Li Jian Tian Zhongfei Zhang Hailin Feng Xi Li 3DH 25 39 0 13 Jul 2020
Adversarial Self-Supervised Learning for Semi-Supervised 3D Action Recognition Chenyang Si Xuecheng Nie Wei Wang Liang Wang Tieniu Tan Jiashi Feng SSL 27 64 0 12 Jul 2020
Decoupled Spatial-Temporal Attention Network for Skeleton-Based Action Recognition Lei Shi Yifan Zhang Jian Cheng Hanqing Lu 14 49 0 07 Jul 2020
VPN: Learning Video-Pose Embedding for Activities of Daily Living Srijan Das Saurav Sharma Rui Dai F. Brémond Monique Thonnat ViT 25 121 0 06 Jul 2020
Quo Vadis, Skeleton Action Recognition ? Pranay Gupta Anirudh Thatipelli Aditya Aggarwal Shubhanshu Maheshwari Neel Trivedi Sourav Das Ravi Kiran Sarvadevabhatla 25 64 0 04 Jul 2020
Exploiting the ConvLSTM: Human Action Recognition using Raw Depth Video-Based Recurrent Neural Networks Adrián Sánchez-Caballero D. Fuentes-Jiménez Cristina Losada-Gutiérrez 30 21 0 13 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 27 62 0 13 Jun 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
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
Skeleton Focused Human Activity Recognition in RGB Video Bruce X. B. Yu Yan Liu Keith C. C. Chan 18 4 0 29 Apr 2020
What and Where: Modeling Skeletons from Semantic and Spatial Perspectives for Action Recognition Lei Shi Yifan Zhang Jian Cheng Hanqing Lu 6 1 0 07 Apr 2020
Knowing What, Where and When to Look: Efficient Video Action Modeling with Attention Juan-Manuel Perez-Rua Brais Martínez Xiatian Zhu Antoine Toisoul Victor Escorcia Tao Xiang 40 19 0 02 Apr 2020
Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition Ziyu Liu Hongwen Zhang Zhenghao Chen Zhiyong Wang Wanli Ouyang 21 817 0 31 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 27 44 0 17 Mar 2020
GraphTCN: Spatio-Temporal Interaction Modeling for Human Trajectory Prediction Chengxin Wang Shaofeng Cai Gary S. H. Tan GNN 15 48 0 16 Mar 2020
Gimme Signals: Discriminative signal encoding for multimodal activity recognition Raphael Memmesheimer Nick Theisen Dietrich Paulus 46 51 0 13 Mar 2020
Infrared and 3D skeleton feature fusion for RGB-D action recognition Alban Main De Boissiere R. Noumeir 17 38 0 28 Feb 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
Quaternion Product Units for Deep Learning on 3D Rotation Groups Xuan Zhang S. Qin Yi Tian Xu Hongteng Xu 22 17 0 17 Dec 2019
Skeleton-Based Action Recognition with Multi-Stream Adaptive Graph Convolutional Networks Lei Shi Yifan Zhang Jian Cheng Hanqing Lu 25 420 0 15 Dec 2019
Synthetic Humans for Action Recognition from Unseen Viewpoints Gül Varol Ivan Laptev Cordelia Schmid Andrew Zisserman 25 96 0 09 Dec 2019
Spatio-Temporal Pyramid Graph Convolutions for Human Action Recognition and Postural Assessment Behnoosh Parsa Athma Narayanan Behzad Dariush 3DH 15 20 0 07 Dec 2019
PREDICT & CLUSTER: Unsupervised Skeleton Based Action Recognition Kun Su Xiulong Liu Eli Shlizerman 33 182 0 27 Nov 2019
Symbiotic Graph Neural Networks for 3D Skeleton-based Human Action Recognition and Motion Prediction Maosen Li Siheng Chen Xu Chen Ya-Qin Zhang Yanfeng Wang D. Ebert 3DH 21 183 0 05 Oct 2019
Temporal Reasoning Graph for Activity Recognition Jingran Zhang Fumin Shen Xing Xu Heng Tao Shen 39 60 0 27 Aug 2019
Progressive Relation Learning for Group Activity Recognition Guyue Hu Bo Cui Yuan He Shan Yu 22 81 0 08 Aug 2019
A Comparative Review of Recent Kinect-based Action Recognition Algorithms Lei Wang D. Huynh Piotr Koniusz 16 212 0 24 Jun 2019
Semantics-Guided Neural Networks for Efficient Skeleton-Based Human Action Recognition Pengfei Zhang Cuiling Lan Wenjun Zeng Junliang Xing Jianru Xue Nanning Zheng 3DH 19 441 0 02 Apr 2019
Human Action Recognition and Prediction: A Survey Yu Kong Y. Fu 27 604 0 28 Jun 2018