Spatio-Temporal LSTM with Trust Gates for 3D Human Action Recognition

24 July 2016

Papers citing "Spatio-Temporal LSTM with Trust Gates for 3D Human Action Recognition"

50 / 130 papers shown

Title
Spatio-Temporal Inception Graph Convolutional Networks for Skeleton-Based Action Recognition Zhen Huang Xu Shen Xinmei Tian Houqiang Li Jianqiang Huang Xiansheng Hua GNN 32 56 0 26 Nov 2020
Progressive Spatio-Temporal Graph Convolutional Network for Skeleton-Based Human Action Recognition Negar Heidari Alexandros Iosifidis GNN 3DH 30 14 0 11 Nov 2020
Leveraging Activity Recognition to Enable Protective Behavior Detection in Continuous Data Chongyang Wang Yuan Gao Akhil Mathur A. Williams Nicholas D. Lane N. Bianchi-Berthouze 32 34 0 03 Nov 2020
Pose-based Body Language Recognition for Emotion and Psychiatric Symptom Interpretation Zhengyuan Yang Amanda Kay Yuncheng Li Wendi F. Cross Jiebo Luo 33 17 0 30 Oct 2020
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
Object Properties Inferring from and Transfer for Human Interaction Motions Qian Zheng Weikai Wu Hanting Pan Niloy Mitra Daniel Cohen-Or Hui Huang 25 0 0 20 Aug 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
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
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 20 0 02 Jul 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 30 62 0 13 Jun 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
Actor-Transformers for Group Activity Recognition Kirill Gavrilyuk Ryan Sanford Mehrsan Javan Cees G. M. Snoek ViT 19 178 0 28 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
Focusing and Diffusion: Bidirectional Attentive Graph Convolutional Networks for Skeleton-based Action Recognition Jialin Gao Tong He Xiaoping Zhou Shiming Ge 21 18 0 24 Dec 2019
Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions Zhenyi Wang Ping Yu Yang Zhao Ruiyi Zhang Yufan Zhou Junsong Yuan Changyou Chen 19 52 0 21 Dec 2019
Multi-task Deep Learning for Real-Time 3D Human Pose Estimation and Action Recognition D. Luvizon Hedi Tabia David Picard 3DH 27 115 0 15 Dec 2019
Synthetic Humans for Action Recognition from Unseen Viewpoints Gül Varol Ivan Laptev Cordelia Schmid Andrew Zisserman 30 96 0 09 Dec 2019
PREDICT & CLUSTER: Unsupervised Skeleton Based Action Recognition Kun Su Xiulong Liu Eli Shlizerman 36 182 0 27 Nov 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
Symbiotic Graph Neural Networks for 3D Skeleton-based Human Action Recognition and Motion Prediction Maosen Li Siheng Chen Xu Chen Ya Zhang Yanfeng Wang D. Ebert 3DH 21 185 0 05 Oct 2019
Spatiotemporal Co-attention Recurrent Neural Networks for Human-Skeleton Motion Prediction Xiangbo Shu Liyan Zhang Guo-Jun Qi Wei Liu Jinhui Tang 3DH HAI 42 203 0 29 Sep 2019
Comparative Analysis of CNN-based Spatiotemporal Reasoning in Videos Okan Kopuklu Fabian Herzog Gerhard Rigoll 14 6 0 11 Sep 2019
Non-local Recurrent Neural Memory for Supervised Sequence Modeling Canmiao Fu Wenjie Pei Qiong Cao Chaopeng Zhang Yong Zhao Xiaoyong Shen Yu-Wing Tai 21 11 0 26 Aug 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
A Comparative Review of Recent Kinect-based Action Recognition Algorithms Lei Wang D. Huynh Piotr Koniusz 16 212 0 24 Jun 2019
Richly Activated Graph Convolutional Network for Action Recognition with Incomplete Skeletons Yisheng Song Zhang Zhang Liang Wang 32 108 0 16 May 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 27 1,255 0 12 May 2019
Frame-Recurrent Video Inpainting by Robust Optical Flow Inference Yifan Ding Chuan Wang Haibin Huang Jiaming Liu Jue Wang Liqiang Wang 22 12 0 08 May 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
Human Motion Prediction via Learning Local Structure Representations and Temporal Dependencies Xiao Guo Jongmoo Choi 3DH 16 96 0 20 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
Classifying Signals on Irregular Domains via Convolutional Cluster Pooling Angelo Porrello Davide Abati Simone Calderara Rita Cucchiara 24 11 0 13 Feb 2019
Skeleton-Based Online Action Prediction Using Scale Selection Network Jun Liu Amir Shahroudy G. Wang Ling-yu Duan Alex C. Kot 26 142 0 08 Feb 2019
Spatio-temporal Action Recognition: A Survey Amlaan Bhoi 21 12 0 27 Jan 2019
Modeling Human Motion with Quaternion-based Neural Networks Dario Pavllo Christoph Feichtenhofer Michael Auli David Grangier 3DH 27 173 0 21 Jan 2019
Forecasting People Trajectories and Head Poses by Jointly Reasoning on Tracklets and Vislets Irtiza Hasan Francesco Setti T. Tsesmelis Vasileios Belagiannis S. Amin Alessio Del Bue Marco Cristani Fabio Galasso 21 35 0 07 Jan 2019
Action Machine: Rethinking Action Recognition in Trimmed Videos Jiagang Zhu Wei Zou Liang Xu Yiming Hu Zheng Zhu Manyu Chang Junjie Huang Guan Huang Dalong Du 29 37 0 14 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
Spatio-temporal Stacked LSTM for Temperature Prediction in Weather Forecasting Zahra Karevan Johan A. K. Suykens 14 39 0 15 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
Part-based Graph Convolutional Network for Action Recognition Kalpit C. Thakkar P. J. Narayanan 3DH GNN 27 165 0 13 Sep 2018
Unsupervised Learning of View-invariant Action Representations Junnan Li Yongkang Wong Qi Zhao Mohan Kankanhalli SSL 24 99 0 06 Sep 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
3D Human Action Recognition with Siamese-LSTM Based Deep Metric Learning Seyma Yucer Y. S. Akgul HAI 14 42 0 05 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
QuaterNet: A Quaternion-based Recurrent Model for Human Motion Dario Pavllo David Grangier Michael Auli 3DH 17 259 0 16 May 2018
Graph Edge Convolutional Neural Networks for Skeleton Based Action Recognition Xikun Zhang Chang Xu Xinmei Tian Dacheng Tao 3DH GNN 25 157 0 16 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