Skeleton-based Action Recognition with Convolutional Neural Networks

25 April 2017

Papers citing "Skeleton-based Action Recognition with Convolutional Neural Networks"

42 / 92 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 119 288 0 20 Oct 2020
Pose Refinement Graph Convolutional Network for Skeleton-based Action Recognition Shijie Li Jinhui Yi Yazan Abu Farha Juergen Gall 14 35 0 14 Oct 2020
DanceIt: Music-inspired Dancing Video Synthesis Xin Guo Yifan Zhao Jia Li 19 10 0 17 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
Dynamic GCN: Context-enriched Topology Learning for Skeleton-based Action Recognition Fanfan Ye Shiliang Pu Qiaoyong Zhong Chaoyu Li Di Xie Huiming Tang 24 275 0 29 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
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
Modelling the Statistics of Cyclic Activities by Trajectory Analysis on the Manifold of Positive-Semi-Definite Matrices Ettore Maria Celozzi Luca Ciabini Luca Cultrera P. Pala Stefano Berretti Mohamed Daoudi A. Bimbo 21 1 0 24 Jun 2020
Spatio-Temporal Dual Affine Differential Invariant for Skeleton-based Action Recognition Qi Li Hanlin Mo Jinghan Zhao Hongxiang Hao Hua Li 16 4 0 21 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
Temporal Extension Module for Skeleton-Based Action Recognition Yuya Obinata Takuma Yamamoto 31 34 0 19 Mar 2020
ETRI-Activity3D: A Large-Scale RGB-D Dataset for Robots to Recognize Daily Activities of the Elderly Jinhyeok Jang Dohyung Kim Cheonshu Park Minsu Jang Jaeyeon Lee Jaehong Kim 30 65 0 04 Mar 2020
Focusing and Diffusion: Bidirectional Attentive Graph Convolutional Networks for Skeleton-based Action Recognition Jialin Gao Tong He Xiaoping Zhou Shiming Ge 27 18 0 24 Dec 2019
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
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
Literature Review of Action Recognition in the Wild Asket Kaur Navya Rao Tanya Joon MU 16 1 0 27 Nov 2019
Fatigue Detection Ashish Verma Ankush Goyal Davinderjit Kaur CVBM 14 3 0 24 Nov 2019
TrajectoryNet: a new spatio-temporal feature learning network for human motion prediction Xiaoli Liu Jianqin Yin Jin Liu Pengxiang Ding Jun Liu Huaping Liu 3DH 27 11 0 15 Oct 2019
Cross-modal knowledge distillation for action recognition Fida Mohammad Thoker Juergen Gall 31 84 0 10 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 23 187 0 05 Oct 2019
Learning Coupled Spatial-temporal Attention for Skeleton-based Action Recognition Jiayun Wang 20 2 0 23 Sep 2019
Making the Invisible Visible: Action Recognition Through Walls and Occlusions Tianhong Li Lijie Fan Mingmin Zhao Yingcheng Liu Dina Katabi 30 110 0 20 Sep 2019
Skeleton Image Representation for 3D Action Recognition based on Tree Structure and Reference Joints C. Caetano F. Brémond William Robson Schwartz 30 129 0 11 Sep 2019
PISEP^2: Pseudo Image Sequence Evolution based 3D Pose Prediction Xiaoli Liu Jianqin Yin Huaping Liu Yilong Yin 3DH 32 7 0 04 Sep 2019
Fitting, Comparison, and Alignment of Trajectories on Positive Semi-Definite Matrices with Application to Action Recognition Benjamin Szczapa Mohamed Daoudi Stefano Berretti A. Bimbo P. Pala E. Massart 24 11 0 01 Aug 2019
SkeleMotion: A New Representation of Skeleton Joint Sequences Based on Motion Information for 3D Action Recognition C. Caetano Jessica Sena F. Brémond J. A. dos Santos William Robson Schwartz 24 169 0 30 Jul 2019
Temporal Transformer Networks: Joint Learning of Invariant and Discriminative Time Warping Suhas Lohit Qiao Wang Pavan Turaga ViT 11 56 0 13 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
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
Optimized Skeleton-based Action Recognition via Sparsified Graph Regression Xiang Gao Wei Hu Jiaxiang Tang Jiaying Liu Zongming Guo 3DH GNN 32 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
3D Human Action Recognition with Siamese-LSTM Based Deep Metric Learning Seyma Yucer Y. S. Akgul HAI 22 42 0 05 Jul 2018
Small-scale Pedestrian Detection Based on Somatic Topology Localization and Temporal Feature Aggregation Tao Song Leiyu Sun Di Xie Haiming Sun Shiliang Pu 24 54 0 04 Jul 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
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
Relational Network for Skeleton-Based Action Recognition Wu Zheng Lin Li Zhaoxiang Zhang Yan Huang Liang Wang 27 46 0 07 May 2018
Co-occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Aggregation Chong Li Qiaoyong Zhong Di Xie Shiliang Pu 25 534 0 17 Apr 2018
Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition Sijie Yan Yuanjun Xiong Dahua Lin GNN 89 4,095 0 23 Jan 2018
Ensemble One-dimensional Convolution Neural Networks for Skeleton-based Action Recognition Yangyang Xu Lei Wang 22 69 0 08 Jan 2018
Graph Distillation for Action Detection with Privileged Modalities Zelun Luo Jun-Ting Hsieh Lu Jiang Juan Carlos Niebles Li Fei-Fei 46 104 0 30 Nov 2017
RADNET: Radiologist Level Accuracy using Deep Learning for HEMORRHAGE detection in CT Scans Monika Grewal Muktabh Mayank Srivastava Pulkit Kumar Srikrishna Varadarajan MedIm 18 195 0 13 Oct 2017