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
HAN: An Efficient Hierarchical Self-Attention Network for Skeleton-Based Gesture Recognition Jianbo Liu Ying Wang Shiming Xiang Chunhong Pan 38 12 0 25 Jun 2021
VPN++: Rethinking Video-Pose embeddings for understanding Activities of Daily Living Srijan Das Rui Dai Di Yang F. Brémond ViT 43 66 0 17 May 2021
Learning Group Activities from Skeletons without Individual Action Labels Fabio Zappardino Tiberio Uricchio Lorenzo Seidenari A. Bimbo 17 13 0 14 May 2021
REGINA - Reasoning Graph Convolutional Networks in Human Action Recognition Bruno Degardin Vasco Lopes Hugo Proencca 3DH GNN 38 10 0 14 May 2021
Learning Chebyshev Basis in Graph Convolutional Networks for Skeleton-based Action Recognition H. Sahbi GNN 27 0 0 12 Apr 2021
Temporal Consistency Two-Stream CNN for Human Motion Prediction Jin Tang Jin Zhang Jianqin Yin 3DH 11 17 0 11 Apr 2021
CCSNet: a deep learning modeling suite for CO $_2$ storage Gege Wen C. Hay S. Benson 35 73 0 05 Apr 2021
Attention, please! A survey of Neural Attention Models in Deep Learning Alana de Santana Correia Esther Luna Colombini HAI 23 175 0 31 Mar 2021
Understanding the Robustness of Skeleton-based Action Recognition under Adversarial Attack He Wang Feixiang He Zhexi Peng Tianjia Shao Yong-Liang Yang Kun Zhou David C. Hogg AAML 34 39 0 09 Mar 2021
Numerical Weather Forecasting using Convolutional-LSTM with Attention and Context Matcher Mechanisms Selim Furkan Tekin Arda Fazla Suleyman Serdar Kozat AI4TS 22 9 0 01 Feb 2021
SCAN: A Spatial Context Attentive Network for Joint Multi-Agent Intent Prediction Jasmine Sekhon C. Fleming 14 18 0 29 Jan 2021
Human Interaction Recognition Framework based on Interacting Body Part Attention Dong-Gyu Lee Seong-Whan Lee 59 25 0 22 Jan 2021
A Two-stream Neural Network for Pose-based Hand Gesture Recognition Chuankun Li Shuai Li Yanbo Gao Xiang Zhang Wanqing Li SLR 6 41 0 22 Jan 2021
Coarse Temporal Attention Network (CTA-Net) for Driver's Activity Recognition Zachary Wharton Ardhendu Behera Yonghuai Liu Nikolaos Bessis 39 35 0 17 Jan 2021
Action Recognition with Kernel-based Graph Convolutional Networks H. Sahbi GNN 29 1 0 28 Dec 2020
Human Action Recognition from Various Data Modalities: A Review Zehua Sun Qiuhong Ke Hossein Rahmani Mohammed Bennamoun Gang Wang Jun Liu MU 56 504 0 22 Dec 2020
GTA: Global Temporal Attention for Video Action Understanding Bo He Xitong Yang Zuxuan Wu Hao Chen Ser-Nam Lim Abhinav Shrivastava ViT 33 27 0 15 Dec 2020
Spatial Temporal Transformer Network for Skeleton-based Action Recognition Chiara Plizzari Marco Cannici Matteo Matteucci ViT 22 194 0 11 Dec 2020
Multi Scale Temporal Graph Networks For Skeleton-based Action Recognition Tingwei Li Ruiwen Zhang Qing Li 17 11 0 05 Dec 2020
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
Group-Skeleton-Based Human Action Recognition in Complex Events Tingtian Li Zixun Sun Xiao Chen 24 5 0 26 Nov 2020
PS-DeVCEM: Pathology-sensitive deep learning model for video capsule endoscopy based on weakly labeled data A. Mohammed I. Farup Marius Pedersen Sule YAYILGAN YILDIRIM Ø. Hovde 34 18 0 22 Nov 2020
Empowering Things with Intelligence: A Survey of the Progress, Challenges, and Opportunities in Artificial Intelligence of Things Jing Zhang Dacheng Tao 45 462 0 17 Nov 2020
Progressive Spatio-Temporal Graph Convolutional Network for Skeleton-Based Human Action Recognition Negar Heidari Alexandros Iosifidis GNN 3DH 33 14 0 11 Nov 2020
Selective Spatio-Temporal Aggregation Based Pose Refinement System: Towards Understanding Human Activities in Real-World Videos Di Yang Rui Dai Yaohui Wang Rupayan Mallick Luca Minciullo Gianpiero Francesca F. Brémond 33 16 0 10 Nov 2020
On the spatial attention in Spatio-Temporal Graph Convolutional Networks for skeleton-based human action recognition Negar Heidari Alexandros Iosifidis GNN 19 12 0 07 Nov 2020
SAR-NAS: Skeleton-based Action Recognition via Neural Architecture Searching Haoyuan Zhang Yonghong Hou Pichao Wang Zihui Guo Wanqing Li 29 15 0 29 Oct 2020
ElderSim: A Synthetic Data Generation Platform for Human Action Recognition in Eldercare Applications Hochul Hwang Cheongjae Jang Geonwoo Park Junghyun Cho Ig-Jae Kim 32 70 0 28 Oct 2020
Temporal Attention-Augmented Graph Convolutional Network for Efficient Skeleton-Based Human Action Recognition Negar Heidari Alexandros Iosifidis GNN 37 30 0 23 Oct 2020
Stronger, Faster and More Explainable: A Graph Convolutional Baseline for Skeleton-based Action Recognition Yisheng Song Zhang Zhang Caifeng Shan Liang Wang 119 288 0 20 Oct 2020
Pose And Joint-Aware Action Recognition Anshul B. Shah Shlok Kumar Mishra Ankan Bansal Jun-Cheng Chen Ramalingam Chellappa Abhinav Shrivastava 39 33 0 16 Oct 2020
Pose Refinement Graph Convolutional Network for Skeleton-based Action Recognition Shijie Li Jinhui Yi Yazan Abu Farha Juergen Gall 8 35 0 14 Oct 2020
MS $^2$ L: Multi-Task Self-Supervised Learning for Skeleton Based Action Recognition Lilang Lin Sijie Song Wenhan Yang Jiaying Liu SSL 24 194 0 12 Oct 2020
Attention-Driven Body Pose Encoding for Human Activity Recognition B Debnath Mary O'Brien Swagat Kumar Ardhendu Behera 3DH CVBM 19 5 0 29 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 24 0 0 21 Sep 2020
Collaborative Attention Mechanism for Multi-View Action Recognition Yue Bai Zhiqiang Tao Lichen Wang Sheng Li Yu Yin Y. Fu HAI 23 16 0 14 Sep 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
Improving Skeleton-based Action Recognitionwith Robust Spatial and Temporal Features Zeshi Yang KangKang Yin 3DPC 20 3 0 01 Aug 2020
Traffic Control Gesture Recognition for Autonomous Vehicles Julian Wiederer Arij Bouazizi U. Kressel Vasileios Belagiannis 49 49 0 31 Jul 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
Rethinking Recurrent Neural Networks and Other Improvements for Image Classification N. H. Phong B. Ribeiro VLM 32 8 0 30 Jul 2020
Video Super-resolution with Temporal Group Attention Takashi Isobe Songjiang Li Xu Jia Shanxin Yuan Greg Slabaugh Chunjing Xu Yali Li Shengjin Wang Qi Tian SupR 27 168 0 21 Jul 2020
VPN: Learning Video-Pose Embedding for Activities of Daily Living Srijan Das Saurav Sharma Rui Dai F. Brémond Monique Thonnat ViT 33 122 0 06 Jul 2020
Quo Vadis, Skeleton Action Recognition ? Pranay Gupta Anirudh Thatipelli Aditya Aggarwal Shubhanshu Maheshwari Neel Trivedi Sourav Das Ravi Kiran Sarvadevabhatla 33 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 30 62 0 13 Jun 2020
Complex Sequential Understanding through the Awareness of Spatial and Temporal Concepts Bo Pang Kaiwen Zha Hanwen Cao Jiajun Tang Minghui Yu Cewu Lu 14 25 0 30 May 2020
Learning Various Length Dependence by Dual Recurrent Neural Networks Chenpeng Zhang Shuai Li Mao Ye Ce Zhu Xue Li 27 6 0 28 May 2020