An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton Data

18 November 2016

Papers citing "An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton Data"

50 / 265 papers shown

Title
An Attention-based Recurrent Convolutional Network for Vehicle Taillight Recognition Kuan-Hui Lee Takaaki Tagawa Jia-Yu Pan Adrien Gaidon B. Douillard ViT 27 15 0 09 Jun 2019
Follow the Attention: Combining Partial Pose and Object Motion for Fine-Grained Action Detection M. M. K. Moghaddam Ehsan Abbasnejad Javen Qinfeng Shi 25 2 0 11 May 2019
Actional-Structural Graph Convolutional Networks for Skeleton-based Action Recognition Maosen Li Siheng Chen Xu Chen Ya Zhang Yanfeng Wang Qi Tian 33 898 0 26 Apr 2019
Simple yet efficient real-time pose-based action recognition Dennis Ludl T. Gulde Cristóbal Curio 27 48 0 19 Apr 2019
Localized Trajectories for 2D and 3D Action Recognition Konstantinos Papadopoulos Girum G. Demisse Enjie Ghorbel M. Antunes Djamila Aouada Björn E. Ottersten 11 14 0 10 Apr 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 30 441 0 02 Apr 2019
MFAS: Multimodal Fusion Architecture Search Juan-Manuel Perez-Rua Valentin Vielzeuf S. Pateux M. Baccouche F. Jurie 27 178 0 15 Mar 2019
An Attention Enhanced Graph Convolutional LSTM Network for Skeleton-Based Action Recognition Chenyang Si Wentao Chen Wei Wang Liang Wang Tieniu Tan 31 706 0 25 Feb 2019
Situation-Aware Pedestrian Trajectory Prediction with Spatio-Temporal Attention Model Sirin Haddad Meiqing Wu He Wei S. Lam 21 56 0 13 Feb 2019
A Deep Learning Framework for Assessing Physical Rehabilitation Exercises Y. Liao Aleksandar Vakanski Min Xian 19 139 0 29 Jan 2019
CTCModel: a Keras Model for Connectionist Temporal Classification Yann Soullard Cyprien Ruffino Thierry Paquet 11 7 0 23 Jan 2019
Manipulation-skill Assessment from Videos with Spatial Attention Network Zhenqiang Li Yifei Huang Minjie Cai Yoichi Sato 21 58 0 09 Jan 2019
Mutual Context Network for Jointly Estimating Egocentric Gaze and Actions Yifei Huang Zhenqiang Li Minjie Cai Yoichi Sato EgoV 19 63 0 07 Jan 2019
Unsupervised Feature Learning of Human Actions as Trajectories in Pose Embedding Manifold Jogendra Nath Kundu Maharshi Gor P. Uppala R. Venkatesh Babu 27 63 0 06 Dec 2018
Pedestrian Detection with Autoregressive Network Phases Garrick Brazil Xiaoming Liu 19 72 0 02 Dec 2018
Optimized Skeleton-based Action Recognition via Sparsified Graph Regression Xiang Gao Wei Hu Jiaxiang Tang Jiaying Liu Zongming Guo 3DH GNN 27 23 0 29 Nov 2018
Skeleton-Based Action Recognition with Synchronous Local and Non-local Spatio-temporal Learning and Frequency Attention Guyue Hu Bo Cui Shan Yu 19 40 0 10 Nov 2018
Skeleton-based Activity Recognition with Local Order Preserving Match of Linear Patches Yaqiang Yao Yan Liu Huanhuan Chen 19 0 0 01 Nov 2018
DeepGRU: Deep Gesture Recognition Utility M. Maghoumi J. Laviola SLR HAI 27 74 0 30 Oct 2018
Interpretable Spatio-temporal Attention for Video Action Recognition Lili Meng Bo Zhao B. Chang Gao Huang Wei Sun Fred Tung Leonid Sigal 33 83 0 01 Oct 2018
HyperST-Net: Hypernetworks for Spatio-Temporal Forecasting Zheyi Pan Keli Zhang Junbo Zhang Xiuwen Yi Yong Yu Yu Zheng AI4TS 21 24 0 28 Sep 2018
A Probabilistic Semi-Supervised Approach to Multi-Task Human Activity Modeling Judith Butepage Hedvig Kjellström Danica Kragic 52 8 0 24 Sep 2018
Part-based Graph Convolutional Network for Action Recognition Kalpit C. Thakkar P. J. Narayanan 3DH GNN 39 165 0 13 Sep 2018
Pairwise Body-Part Attention for Recognizing Human-Object Interactions Haoshu Fang Jinkun Cao Yu-Wing Tai Cewu Lu 19 134 0 28 Jul 2018
Skeletal Movement to Color Map: A Novel Representation for 3D Action Recognition with Inception Residual Networks H. Pham L. Khoudour Alain Crouzil Pablo Zegers S. Velastín 21 16 0 18 Jul 2018
Adding Attentiveness to the Neurons in Recurrent Neural Networks Pengfei Zhang Jianru Xue Cuiling Lan Wenjun Zeng Zhanning Gao Nanning Zheng 30 95 0 12 Jul 2018
A Novel Geometric Framework on Gram Matrix Trajectories for Human Behavior Understanding Anis Kacem Mohamed Daoudi Boulbaba Ben Amor Stefano Berretti J. Alvarez-Paiva 24 66 0 29 Jun 2018
Object Level Visual Reasoning in Videos Fabien Baradel Natalia Neverova Christian Wolf J. Mille Greg Mori 24 163 0 16 Jun 2018
A Fine-to-Coarse Convolutional Neural Network for 3D Human Action Recognition Thao Le Minh Nakamasa Inoue Koichi Shinoda 3DH 16 22 0 30 May 2018
Pose-Based Two-Stream Relational Networks for Action Recognition in Videos Wei Wang Jinjin Zhang Chenyang Si Liang Wang 8 8 0 22 May 2018
STS Classification with Dual-stream CNN Shuchen Weng Wenbo Li Yi Zhang Siwei Lyu AI4TS 18 1 0 20 May 2018
Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition Lei Shi Yifan Zhang Jian Cheng Hanqing Lu 12 29 0 20 May 2018
Relational Network for Skeleton-Based Action Recognition Wu Zheng Lin Li Zhaoxiang Zhang Yan Huang Liang Wang 27 45 0 07 May 2018
Skeleton-Based Action Recognition with Spatial Reasoning and Temporal Stack Learning Chenyang Si Ya Jing Wei Wang Liang Wang Tieniu Tan 27 351 0 07 May 2018
Memory Attention Networks for Skeleton-based Action Recognition Chunyu Xie Ce Li Baochang Zhang Chong Chen Jungong Han C. Zou Jianzhuang Liu 16 166 0 23 Apr 2018
View Adaptive Neural Networks for High Performance Skeleton-based Human Action Recognition Pengfei Zhang Cuiling Lan Junliang Xing Wenjun Zeng Jianru Xue Nanning Zheng 3DH HAI 16 413 0 20 Apr 2018
Co-occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Aggregation Chong Li Qiaoyong Zhong Di Xie Shiliang Pu 13 534 0 17 Apr 2018
Video Representation Learning Using Discriminative Pooling Jue Wang A. Cherian Fatih Porikli Stephen Gould FAtt 14 61 0 26 Mar 2018
Exploiting deep residual networks for human action recognition from skeletal data H. Pham L. Khoudour Alain Crouzil Pablo Zegers S. Velastín 13 48 0 21 Mar 2018
Independently Recurrent Neural Network (IndRNN): Building A Longer and Deeper RNN Shuai Li W. Li Chris Cook Ce Zhu Yanbo Gao 19 719 0 13 Mar 2018
Spatio-Temporal Graph Convolution for Skeleton Based Action Recognition Chaolong Li Zhen Cui Wenming Zheng Chunyan Xu Jian Yang 30 172 0 27 Feb 2018
2D/3D Pose Estimation and Action Recognition using Multitask Deep Learning D. Luvizon David Picard Hedi Tabia 3DH 44 480 0 26 Feb 2018
Glimpse Clouds: Human Activity Recognition from Unstructured Feature Points Fabien Baradel Christian Wolf J. Mille Graham W. Taylor 35 150 0 22 Feb 2018
Learning Representative Temporal Features for Action Recognition Ali Javidani Ahmad Mahmoudi-Aznaveh 28 10 0 19 Feb 2018
Real-Time Human-Robot Interaction for a Service Robot Based on 3D Human Activity Recognition and Human-mimicking Decision Mechanism Kang Li Jinting Wu Xiaoguang Zhao M. Tan 25 0 0 01 Feb 2018
Action Recognition with Spatio-Temporal Visual Attention on Skeleton Image Sequences Zhengyuan Yang Y. Li Jianchao Yang Jiebo Luo 3DPC 27 12 0 31 Jan 2018
Human Action Recognition: Pose-based Attention draws focus to Hands Fabien Baradel Christian Wolf J. Mille 32 107 0 20 Dec 2017
Train, Diagnose and Fix: Interpretable Approach for Fine-grained Action Recognition Jingxuan Hou Tae Soo Kim A. Reiter 16 1 0 22 Nov 2017
Action Recognition with Coarse-to-Fine Deep Feature Integration and Asynchronous Fusion Weiyao Lin Yang Mi Jianxin Wu K. Lu H. Xiong 25 37 0 20 Nov 2017
Action-Attending Graphic Neural Network Chaolong Li Zhen Cui Wenming Zheng Chunyan Xu Rongrong Ji Jian Yang 33 50 0 17 Nov 2017