Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition

23 January 2018

Papers citing "Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition"

50 / 1,196 papers shown

Title
TransDARC: Transformer-based Driver Activity Recognition with Latent Space Feature Calibration Kunyu Peng Alina Roitberg Kailun Yang Jiaming Zhang Rainer Stiefelhagen ViT 41 32 0 02 Mar 2022
Concept Graph Neural Networks for Surgical Video Understanding Yutong Ban J. Eckhoff Thomas M. Ward Daniel A. Hashimoto O. Meireles Daniela Rus Guy Rosman NAI 27 17 0 27 Feb 2022
Spatial-Temporal Attention Fusion Network for short-term passenger flow prediction on holidays in urban rail transit systems Shuxin Zhang Jinlei Zhang Lixing Yang Jiateng Yin Ziyou Gao AI4TS 36 1 0 27 Feb 2022
Continuous Human Action Recognition for Human-Machine Interaction: A Review Harshala Gammulle David Ahmedt-Aristizabal Simon Denman Lachlan Tychsen-Smith L. Petersson Clinton Fookes 43 25 0 26 Feb 2022
Delving Deep into One-Shot Skeleton-based Action Recognition with Diverse Occlusions Kunyu Peng Alina Roitberg Kailun Yang Jiaming Zhang Rainer Stiefelhagen ViT 28 28 0 23 Feb 2022
Skeleton Sequence and RGB Frame Based Multi-Modality Feature Fusion Network for Action Recognition Xiaoguang Zhu Ye Zhu Haoyu Wang Honglin Wen Yan Yan Peilin Liu 35 25 0 23 Feb 2022
Combining the Silhouette and Skeleton Data for Gait Recognition Likai Wang Ruize Han Wei Feng CVBM 55 20 0 22 Feb 2022
HAA4D: Few-Shot Human Atomic Action Recognition via 3D Spatio-Temporal Skeletal Alignment Mu-Ruei Tseng Abhishek Gupta Chi-Keung Tang Yu-Wing Tai 3DH 33 7 0 15 Feb 2022
Deep Graph Learning for Spatially-Varying Indoor Lighting Prediction Jia-Xuan Bai Jie Guo Chenchen Wang Zhenyu Chen Zhen He Shan Yang Piaopiao Yu Yan Zhang Yanwen Guo 3DV 38 10 0 13 Feb 2022
Motion Puzzle: Arbitrary Motion Style Transfer by Body Part Deok-Kyeong Jang S. Park Sung-Hee Lee 3DH 42 59 0 10 Feb 2022
Joint-bone Fusion Graph Convolutional Network for Semi-supervised Skeleton Action Recognition Zhigang Tu Jiaxu Zhang Hongyan Li Yujin Chen Junsong Yuan 40 76 0 08 Feb 2022
Ada-NETS: Face Clustering via Adaptive Neighbour Discovery in the Structure Space Yaohua Wang Yaobin Zhang Fangyi Zhang Ming-Ching Lin Yuqi Zhang Senzhang Wang Xiuyu Sun CVBM 23 29 0 08 Feb 2022
Towards To-a-T Spatio-Temporal Focus for Skeleton-Based Action Recognition Lipeng Ke Kuan-Chuan Peng Siwei Lyu 3DPC 34 33 0 04 Feb 2022
Bootstrapped Representation Learning for Skeleton-Based Action Recognition Olivier Moliner Sangxia Huang Kalle Åström SSL 37 13 0 04 Feb 2022
Video Violence Recognition and Localization Using a Semi-Supervised Hard Attention Model Hamid Reza Mohammadi Ehsan Nazerfard 32 24 0 04 Feb 2022
Skeleton-Based Action Segmentation with Multi-Stage Spatial-Temporal Graph Convolutional Neural Networks Benjamin Filtjens Bart Vanrumste P. Slaets 19 40 0 03 Feb 2022
Exploring Sub-skeleton Trajectories for Interpretable Recognition of Sign Language Joachim Gudmundsson Martin P. Seybold John Pfeifer 26 1 0 03 Feb 2022
ADG-Pose: Automated Dataset Generation for Real-World Human Pose Estimation Ghazal Alinezhad Noghre Armin Danesh Pazho Justin Sanchez Nathan Hewitt Christopher Neff Hamed Tabkhi 3DH 9 3 0 01 Feb 2022
Should I take a walk? Estimating Energy Expenditure from Video Data Kunyu Peng Alina Roitberg Kailun Yang Jiaming Zhang Rainer Stiefelhagen 18 4 0 01 Feb 2022
Combining Optimal Path Search With Task-Dependent Learning in a Neural Network Tomas Kulvicius M. Tamosiunaite Florentin Wörgötter 32 1 0 26 Jan 2022
Main Product Detection with Graph Networks for Fashion V. O. Yazici Longlong Yu Arnau Ramisa Luis Herranz Joost van de Weijer GNN 33 0 0 25 Jan 2022
Fast Transient Stability Prediction Using Grid-informed Temporal and Topological Embedding Deep Neural Network Peiyuan Sun L. Huo Siyuan Liang Xin Chen 35 7 0 23 Jan 2022
Rich Action-semantic Consistent Knowledge for Early Action Prediction Xiaoli Liu Jianqin Yin Dianming Guo Huaping Liu 37 2 0 23 Jan 2022
Inferring Brain Dynamics via Multimodal Joint Graph Representation EEG-fMRI Jalal Mirakhorli 36 1 0 21 Jan 2022
Pseudo-Labeled Auto-Curriculum Learning for Semi-Supervised Keypoint Localization Can Wang Sheng Jin Yingda Guan Wentao Liu Chao Qian Ping Luo Wanli Ouyang 24 14 0 21 Jan 2022
GTrans: Spatiotemporal Autoregressive Transformer with Graph Embeddings for Nowcasting Extreme Events Bo Feng Geoffrey C. Fox AI4TS 30 1 0 18 Jan 2022
Continual Transformers: Redundancy-Free Attention for Online Inference Lukas Hedegaard Arian Bakhtiarnia Alexandros Iosifidis CLL 32 11 0 17 Jan 2022
Real-World Graph Convolution Networks (RW-GCNs) for Action Recognition in Smart Video Surveillance Justin Sanchez Christopher Neff Hamed Tabkhi GNN 30 9 0 15 Jan 2022
Semantic Labeling of Human Action For Visually Impaired And Blind People Scene Interaction Leyla Benhamida S. Larabi 21 1 0 12 Jan 2022
Representing Videos as Discriminative Sub-graphs for Action Recognition Dong Li Zhaofan Qiu Yingwei Pan Ting Yao Houqiang Li Tao Mei 44 26 0 11 Jan 2022
TSA-Net: Tube Self-Attention Network for Action Quality Assessment Shunli Wang Dingkang Yang Peng Zhai Chixiao Chen Lihua Zhang ViT 37 63 0 11 Jan 2022
Spatio-Temporal Tuples Transformer for Skeleton-Based Action Recognition Helei Qiu B. Hou Bo Ren Xiaohua Zhang ViT 27 47 0 08 Jan 2022
Class-Incremental Continual Learning into the eXtended DER-verse Matteo Boschini Lorenzo Bonicelli Pietro Buzzega Angelo Porrello Simone Calderara CLL BDL 37 128 0 03 Jan 2022
Graph Neural Networks: a bibliometrics overview Abdalsamad Keramatfar Mohadeseh Rafiee Hossein Amirkhani GNN AI4CE 43 24 0 03 Jan 2022
SmoothNet: A Plug-and-Play Network for Refining Human Poses in Videos Ailing Zeng Lei Yang Xu Ju Jiefeng Li Jianyi Wang Qiang Xu 3DH 35 70 0 27 Dec 2021
3D Skeleton-based Few-shot Action Recognition with JEANIE is not so Naïve Lei Wang Jun Liu Piotr Koniusz 42 20 0 23 Dec 2021
Learning Human Motion Prediction via Stochastic Differential Equations Kedi Lyu Zhenguang Liu Shuang Wu Haipeng Chen Xuhong Zhang Yuyu Yin 24 17 0 21 Dec 2021
Expansion-Squeeze-Excitation Fusion Network for Elderly Activity Recognition Xiangbo Shu Jiawen Yang Rui Yan Yan Song 25 147 0 21 Dec 2021
Dynamic Hypergraph Convolutional Networks for Skeleton-Based Action Recognition Jinfeng Wei Yunxin Wang Mengli Guo Pei Lv Xiaoshan Yang Mingliang Xu GNN 24 11 0 20 Dec 2021
DMS-GCN: Dynamic Mutiscale Spatiotemporal Graph Convolutional Networks for Human Motion Prediction Zigeng Yan Dihua Zhai Yuanqing Xia 3DH AI4CE 26 5 0 20 Dec 2021
Model-based gait recognition using graph network on very large population database Zhihao Wang Chaoying Tang CVBM 24 3 0 20 Dec 2021
Query Adaptive Few-Shot Object Detection with Heterogeneous Graph Convolutional Networks G. Han Yicheng He Shiyuan Huang Jiawei Ma Shih-Fu Chang ObjD 41 103 0 17 Dec 2021
Distillation of Human-Object Interaction Contexts for Action Recognition Muna Almushyti Frederick W. Li 39 3 0 17 Dec 2021
Self-attention based anchor proposal for skeleton-based action recognition Rui Hou Zhao Wang 21 3 0 17 Dec 2021
Decoupling and Recoupling Spatiotemporal Representation for RGB-D-based Motion Recognition Benjia Zhou Pichao Wang Jun Wan Yanyan Liang Fan Wang Du Zhang Zhen Lei Hao Li Rong Jin 38 29 0 16 Dec 2021
BGL: GPU-Efficient GNN Training by Optimizing Graph Data I/O and Preprocessing Tianfeng Liu Yangrui Chen Dan Li Chuan Wu Yibo Zhu Jun He Size Zheng Hongzheng Chen Hongzhi Chen Chuanxiong Guo GNN 34 77 0 16 Dec 2021
DenseGAP: Graph-Structured Dense Correspondence Learning with Anchor Points Zhengfei Kuang Jiaman Li Mingming He Tong Wang Yajie Zhao 32 16 0 13 Dec 2021
SVIP: Sequence VerIfication for Procedures in Videos Yichen Qian Weixin Luo Dongze Lian Xu Tang P. Zhao Shenghua Gao ViT 36 17 0 13 Dec 2021
COMPOSER: Compositional Reasoning of Group Activity in Videos with Keypoint-Only Modality Honglu Zhou Asim Kadav Aviv Shamsian Shijie Geng Farley Lai Long Zhao Tingxi Liu Mubbasir Kapadia H. Graf 19 23 0 11 Dec 2021
Topology-aware Convolutional Neural Network for Efficient Skeleton-based Action Recognition Kailin Xu Fanfan Ye Qiaoyong Zhong Di Xie 33 121 0 08 Dec 2021