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
Hypergraph Transformer for Skeleton-based Action Recognition Yuxuan Zhou Zhi-Qi Cheng Chong Li Yanwen Fang Yifeng Geng Xuansong Xie M. Keuper ViT 32 52 0 17 Nov 2022
Video Unsupervised Domain Adaptation with Deep Learning: A Comprehensive Survey Yuecong Xu Haozhi Cao Zhenghua Chen Xiaoli Li Lihua Xie Jianfei Yang 24 14 0 17 Nov 2022
Evaluating the Faithfulness of Saliency-based Explanations for Deep Learning Models for Temporal Colour Constancy Matteo Rizzo Cristina Conati Daesik Jang Hui Hu FAtt 13 2 0 15 Nov 2022
MotionBERT: A Unified Perspective on Learning Human Motion Representations Wenjie Zhu Xiaoxuan Ma Zhaoyang Liu Libin Liu Wayne Wu Yizhou Wang 3DH 34 141 0 12 Oct 2022
DG-STGCN: Dynamic Spatial-Temporal Modeling for Skeleton-based Action Recognition Haodong Duan Jiaqi Wang Kai-xiang Chen Dahua Lin 38 42 0 12 Oct 2022
Pose-Guided Graph Convolutional Networks for Skeleton-Based Action Recognition Han Chen Yifan Jiang Hanseok Ko 3DH 31 7 0 10 Oct 2022
Temporal Feature Alignment in Contrastive Self-Supervised Learning for Human Activity Recognition Bulat Khaertdinov S. Asteriadis 39 8 0 07 Oct 2022
Representing Spatial Trajectories as Distributions Dídac Surís Carl Vondrick 35 5 0 04 Oct 2022
Speech Enhancement with Perceptually-motivated Optimization and Dual Transformations Xucheng Wan Kai Liu Z.C. Du Huan Zhou 19 0 0 24 Sep 2022
View-Invariant Skeleton-based Action Recognition via Global-Local Contrastive Learning Cunling Bian Wei Feng Fanbo Meng Song Wang 3DH 21 6 0 23 Sep 2022
A Spatial-channel-temporal-fused Attention for Spiking Neural Networks Wuque Cai Hongze Sun Rui Liu Yan Cui Jun Wang Yang Xia D. Yao Daqing Guo 28 12 0 22 Sep 2022
SkeletonMAE: Spatial-Temporal Masked Autoencoders for Self-supervised Skeleton Action Recognition Wenhan Wu Yilei Hua Ce Zheng Shi-Bao Wu Chong Chen Aidong Lu ViT 35 31 0 01 Sep 2022
Progressive Cross-modal Knowledge Distillation for Human Action Recognition Jianyuan Ni A. Ngu Yan Yan HAI 28 20 0 17 Aug 2022
Generative Action Description Prompts for Skeleton-based Action Recognition Wangmeng Xiang Chong Li Yuxuan Zhou Biao Wang Lei Zhang 40 35 0 10 Aug 2022
Video-based Human Action Recognition using Deep Learning: A Review Hieu H. Pham L. Khoudour Alain Crouzil Pablo Zegers S. Velastín 35 34 0 07 Aug 2022
3D Pose Based Feedback for Physical Exercises Ziyi Zhao Sena Kiciroglu Hugues Vinzant Yuan-Chen Cheng Isinsu Katircioglu Mathieu Salzmann Pascal Fua 3DH SSL 28 15 0 05 Aug 2022
IGFormer: Interaction Graph Transformer for Skeleton-based Human Interaction Recognition Yunsheng Pang Qiuhong Ke Hossein Rahmani James Bailey Jun Liu ViT 30 45 0 25 Jul 2022
Hierarchically Self-Supervised Transformer for Human Skeleton Representation Learning Yuxiao Chen Long Zhao Jianbo Yuan Yu Tian Zhaoyang Xia Shijie Geng Ligong Han Dimitris N. Metaxas ViT 21 32 0 20 Jul 2022
Learning from Temporal Spatial Cubism for Cross-Dataset Skeleton-based Action Recognition Yansong Tang Xingyu Liu Xumin Yu Danyang Zhang Jiwen Lu Jie Zhou 27 20 0 17 Jul 2022
Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary Space Lingwei Dang Yongwei Nie Chengjiang Long Qing Zhang Guiqing Li 3DH 27 34 0 15 Jul 2022
Multi-Scale Spatial Temporal Graph Convolutional Network for Skeleton-Based Action Recognition Zhan Chen Sicheng Li Bing Yang Qinghan Li Hong Liu 35 254 0 27 Jun 2022
Skeleton-based Action Recognition via Temporal-Channel Aggregation Shengqin Wang Yongji Zhang M. Zhao Hong Qi Kai Wang Fenglin Wei Yu-Gang Jiang 36 23 0 31 May 2022
Strengthening Skeletal Action Recognizers via Leveraging Temporal Patterns Zhenyue Qin Pan Ji Dongwoo Kim Yang Liu Saeed Anwar Tom Gedeon 13 2 0 28 May 2022
Contrastive Learning with Cross-Modal Knowledge Mining for Multimodal Human Activity Recognition Razvan Brinzea Bulat Khaertdinov S. Asteriadis SSL HAI 51 13 0 20 May 2022
ANUBIS: Skeleton Action Recognition Dataset, Review, and Benchmark Zhenyue Qin Yang Liu Madhawa Perera Tom Gedeon Pan Ji Dongwoo Kim Saeed Anwar 16 4 0 04 May 2022
A survey on attention mechanisms for medical applications: are we moving towards better algorithms? Tiago Gonçalves Isabel Rio-Torto Luís F. Teixeira J. S. Cardoso OOD MedIm 32 36 0 26 Apr 2022
Multimodal Transformer for Nursing Activity Recognition Momal Ijaz Renato Diaz Chong Chen ViT 27 26 0 09 Apr 2022
BEAT: A Large-Scale Semantic and Emotional Multi-Modal Dataset for Conversational Gestures Synthesis Haiyang Liu Zihao Zhu Naoya Iwamoto Yichen Peng Zhengqing Li You Zhou E. Bozkurt Bo Zheng SLR CVBM 31 136 0 10 Mar 2022
Joint-bone Fusion Graph Convolutional Network for Semi-supervised Skeleton Action Recognition Zhigang Tu Jiaxu Zhang Hongyan Li Yujin Chen Junsong Yuan 35 76 0 08 Feb 2022
Towards To-a-T Spatio-Temporal Focus for Skeleton-Based Action Recognition Lipeng Ke Kuan-Chuan Peng Siwei Lyu 3DPC 27 33 0 04 Feb 2022
Bootstrapped Representation Learning for Skeleton-Based Action Recognition Olivier Moliner Sangxia Huang Kalle Åström SSL 29 13 0 04 Feb 2022
Video Violence Recognition and Localization Using a Semi-Supervised Hard Attention Model Hamid Reza Mohammadi Ehsan Nazerfard 27 24 0 04 Feb 2022
Dynamic Hypergraph Convolutional Networks for Skeleton-Based Action Recognition Jinfeng Wei Yunxin Wang Mengli Guo Pei Lv Xiaoshan Yang Mingliang Xu GNN 16 11 0 20 Dec 2021
SVIP: Sequence VerIfication for Procedures in Videos Yichen Qian Weixin Luo Dongze Lian Xu Tang P. Zhao Shenghua Gao ViT 29 17 0 13 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
RFGAN: RF-Based Human Synthesis Cong Yu Zhi Wu Dongheng Zhang Zhi Lu Yang Hu Yan Chen 29 17 0 07 Dec 2021
Learning Connectivity with Graph Convolutional Networks for Skeleton-based Action Recognition H. Sahbi GNN 38 27 0 06 Dec 2021
Letter-level Online Writer Identification Zelin Chen Hong-Xing Yu Ancong Wu Weishi Zheng 45 13 0 06 Dec 2021
Action Recognition with Domain Invariant Features of Skeleton Image Han Chen Yifan Jiang Hanseok Ko 76 3 0 19 Nov 2021
Attention Mechanisms in Computer Vision: A Survey Meng-Hao Guo Tianhan Xu Jiangjiang Liu Zheng-Ning Liu Peng-Tao Jiang Tai-Jiang Mu Song-Hai Zhang Ralph Robert Martin Ming-Ming Cheng Shimin Hu 19 1,636 0 15 Nov 2021
Multi-Scale Semantics-Guided Neural Networks for Efficient Skeleton-Based Human Action Recognition Pengfei Zhang Cuiling Lan Wenjun Zeng Junliang Xing Jianru Xue Nanning Zheng 35 6 0 07 Nov 2021
Skeleton-Based Mutually Assisted Interacted Object Localization and Human Action Recognition Liang Xu Cuiling Lan Wenjun Zeng Cewu Lu 16 24 0 28 Oct 2021
Generative Adversarial Graph Convolutional Networks for Human Action Synthesis Bruno Degardin João Neves Vasco Lopes J. Brito Ehsan Yaghoubi Hugo Proencca GAN AI4CE 33 32 0 21 Oct 2021
SignBERT: Pre-Training of Hand-Model-Aware Representation for Sign Language Recognition Hezhen Hu Weichao Zhao Wen-gang Zhou Yuechen Wang Houqiang Li ViT 30 63 0 11 Oct 2021
MSR-GCN: Multi-Scale Residual Graph Convolution Networks for Human Motion Prediction Lingwei Dang Yongwei Nie Chengjiang Long Qing Zhang Guiqing Li 3DH 36 194 0 16 Aug 2021
Skeleton-Contrastive 3D Action Representation Learning Fida Mohammad Thoker Hazel Doughty Cees G. M. Snoek SSL 29 130 0 08 Aug 2021
Classifying action correctness in physical rehabilitation exercises A. Miron C. Grosan 19 5 0 03 Aug 2021
UNIK: A Unified Framework for Real-world Skeleton-based Action Recognition Di Yang Yaohui Wang A. Dantcheva Lorenzo Garattoni Gianpiero Francesca F. Brémond 27 47 0 19 Jul 2021
iMiGUE: An Identity-free Video Dataset for Micro-Gesture Understanding and Emotion Analysis Xin Liu Henglin Shi Haoyu Chen Zitong Yu Xiaobai Li Guoying Zhao 21 80 0 01 Jul 2021
Constructing Stronger and Faster Baselines for Skeleton-based Action Recognition Yisheng Song Zhang Zhang Caifeng Shan Liang Wang 39 279 0 29 Jun 2021