Skeleton-Based Action Recognition with Spatial Reasoning and Temporal Stack Learning

7 May 2018

Liang Wang

Papers citing "Skeleton-Based Action Recognition with Spatial Reasoning and Temporal Stack Learning"

48 / 98 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
StressNet: Deep Learning to Predict Stress With Fracture Propagation in Brittle Materials Yinan Wang Diane Oyen Weihong Guo A. Mehta Cory Braker Scott N. Panda M. G. Fernández-Godino G. Srinivasan Xiaowei Yue AI4CE 23 31 0 20 Nov 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
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
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
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
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
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
Adversarial Self-Supervised Learning for Semi-Supervised 3D Action Recognition Chenyang Si Xuecheng Nie Wei Wang Liang Wang Tieniu Tan Jiashi Feng SSL 35 64 0 12 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
Self-Learning with Rectification Strategy for Human Parsing Tao Li Zhiyuan Liang Sanyuan Zhao Jiahao Gong Jianbing Shen 34 35 0 17 Apr 2020
What and Where: Modeling Skeletons from Semantic and Spatial Perspectives for Action Recognition Lei Shi Yifan Zhang Jian Cheng Hanqing Lu 8 1 0 07 Apr 2020
Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition Ziyu Liu Hongwen Zhang Zhenghao Chen Zhiyong Wang Wanli Ouyang 32 817 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 35 44 0 17 Mar 2020
Dynamic Multiscale Graph Neural Networks for 3D Skeleton-Based Human Motion Prediction Maosen Li Siheng Chen Yangheng Zhao Ya Zhang Yanfeng Wang Qi Tian AI4CE 3DH 93 303 0 17 Mar 2020
Skeleton Based Action Recognition using a Stacked Denoising Autoencoder with Constraints of Privileged Information Zhize Wu T. Weise L. Zou Fei Sun Ming Tan 9 4 0 12 Mar 2020
Image-based OoD-Detector Principles on Graph-based Input Data in Human Action Recognition Jens Bayer David Münch Michael Arens 21 0 0 03 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
Variational Conditional Dependence Hidden Markov Models for Skeleton-Based Action Recognition Konstantinos P. Panousis S. Chatzis Sergios Theodoridis 14 0 0 13 Feb 2020
Hybrid Graph Neural Networks for Crowd Counting Ao Luo Fan Yang Xin Li Dong Nie Zhicheng Jiao Shangchen Zhou Hong Cheng 28 84 0 31 Jan 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
Self-Attention Network for Skeleton-based Human Action Recognition Sangwoo Cho M. H. Maqbool Fei Liu H. Foroosh 3DH 19 71 0 18 Dec 2019
Mimetics: Towards Understanding Human Actions Out of Context Philippe Weinzaepfel Grégory Rogez 19 71 0 16 Dec 2019
Skeleton-Based Action Recognition with Multi-Stream Adaptive Graph Convolutional Networks Lei Shi Yifan Zhang Jian Cheng Hanqing Lu 33 420 0 15 Dec 2019
Skeleton based Zero Shot Action Recognition in Joint Pose-Language Semantic Space Bhavan A. Jasani Afshaan Mazagonwalla 19 19 0 26 Nov 2019
Deep-Aligned Convolutional Neural Network for Skeleton-based Action Recognition and Segmentation Babak Hosseini Romain Montagne Barbara Hammer 26 22 0 12 Nov 2019
Learning Graph Convolutional Network for Skeleton-based Human Action Recognition by Neural Searching Wei Peng Xiaopeng Hong Haoyu Chen Guoying Zhao GNN 40 323 0 11 Nov 2019
Chirality Nets for Human Pose Regression Raymond A. Yeh Yuan-Ting Hu A. Schwing 3DH 16 48 0 31 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
EleAtt-RNN: Adding Attentiveness to Neurons in Recurrent Neural Networks Pengfei Zhang Jianru Xue Cuiling Lan Wenjun Zeng Zhanning Gao Nanning Zheng 26 82 0 03 Sep 2019
DWnet: Deep-Wide Network for 3D Action Recognition Yonghao Dang Fuxing Yang Jianqin Yin 30 17 0 29 Aug 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
Construct Dynamic Graphs for Hand Gesture Recognition via Spatial-Temporal Attention Yuxiao Chen Long Zhao Xi Peng Jianbo Yuan Dimitris N. Metaxas 16 86 0 20 Jul 2019
A Deep Learning Approach for Real-Time 3D Human Action Recognition from Skeletal Data H. Pham H. Salmane L. Khoudour Alain Crouzil Pablo Zegers S. Velastín 3DH 31 6 0 08 Jul 2019
A Comparative Review of Recent Kinect-based Action Recognition Algorithms Lei Wang D. Huynh Piotr Koniusz 16 212 0 24 Jun 2019
Delving into 3D Action Anticipation from Streaming Videos Hongsong Wang Jiashi Feng 21 4 0 15 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
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
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
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
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 35 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
RGB-D Based Action Recognition with Light-weight 3D Convolutional Networks Haokui Zhang Ying Li Peng Wang Yu Liu Chunhua Shen 3DPC 19 9 0 24 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
Graph Edge Convolutional Neural Networks for Skeleton Based Action Recognition Xikun Zhang Chang Xu Xinmei Tian Dacheng Tao 3DH GNN 33 157 0 16 May 2018
Memory Attention Networks for Skeleton-based Action Recognition Chunyu Xie Ce Li Baochang Zhang Cheng Chen Jungong Han C. Zou Jianzhuang Liu 13 166 0 23 Apr 2018