Skeleton-based Action Recognition via Spatial and Temporal Transformer Networks

17 August 2020

Matteo Matteucci

Papers citing "Skeleton-based Action Recognition via Spatial and Temporal Transformer Networks"

32 / 32 papers shown

Title
SMART-Vision: Survey of Modern Action Recognition Techniques in Vision Ali AlShami Ryan Rabinowitz Khang Nhut Lam Yousra Shleibik Melkamu Mersha Terrance Boult Jugal Kalita MU 72 2 0 22 Jan 2025
Past, Present, and Future of Sensor-Based Human Activity Recognition Using Wearables: A Surveying Tutorial on a Still Challenging Task H. Haresamudram Chi Ian Tang Sungho Suh P. Lukowicz Thomas Ploetz 76 2 0 11 Nov 2024
LORTSAR: Low-Rank Transformer for Skeleton-based Action Recognition Soroush Oraki Harry Zhuang Jie Liang 49 1 0 19 Jul 2024
Meet JEANIE: a Similarity Measure for 3D Skeleton Sequences via Temporal-Viewpoint Alignment Lei Wang Jun Liu Liang Zheng Tom Gedeon Piotr Koniusz 33 9 0 07 Feb 2024
Learning Mutual Excitation for Hand-to-Hand and Human-to-Human Interaction Recognition Mengyuan Liu Cheng Chen Songtao Wu Fanyang Meng Hong Liu 35 2 0 04 Feb 2024
Unsupervised Motion Retargeting for Human-Robot Imitation Aleksa Marusic A. Tapus S. Nguyen 21 10 0 18 Jan 2024
D-STGCNT: A Dense Spatio-Temporal Graph Conv-GRU Network based on transformer for assessment of patient physical rehabilitation Youssef Mourchid Rim Slama MedIm 24 15 0 21 Dec 2023
SkeleTR: Towrads Skeleton-based Action Recognition in the Wild Haodong Duan Mingze Xu Bing Shuai Davide Modolo Zhuowen Tu Joseph Tighe Alessandro Bergamo ViT 35 1 0 20 Sep 2023
3Mformer: Multi-order Multi-mode Transformer for Skeletal Action Recognition Lei Wang Piotr Koniusz ViT 28 45 0 25 Mar 2023
Knowledge Augmented Relation Inference for Group Activity Recognition Xianglong Lang Zhuming Wang Zun Li Meng-Syue Tian Ge Shi Lifang Wu Liang Wang 21 3 0 28 Feb 2023
Action Capsules: Human Skeleton Action Recognition Ali Farajzadeh Bavil H. Damirchi H. Taghirad 26 15 0 30 Jan 2023
Skeleton-based Action Recognition through Contrasting Two-Stream Spatial-Temporal Networks Chen Pang Xuequan Lu Lei Lyu 33 20 0 27 Jan 2023
Hierarchical Consistent Contrastive Learning for Skeleton-Based Action Recognition with Growing Augmentations Jiahang Zhang Lilang Lin Jiaying Liu 20 46 0 24 Nov 2022
STAR-Transformer: A Spatio-temporal Cross Attention Transformer for Human Action Recognition Dasom Ahn Sangwon Kim H. Hong ByoungChul Ko ViT 28 97 0 14 Oct 2022
Focal and Global Spatial-Temporal Transformer for Skeleton-based Action Recognition Zhimin Gao Peitao Wang Pei Lv Xiaoheng Jiang Qi-dong Liu Pichao Wang Mingliang Xu Wanqing Li ViT 52 27 0 06 Oct 2022
TASKED: Transformer-based Adversarial learning for human activity recognition using wearable sensors via Self-KnowledgE Distillation Sungho Suh Vitor Fortes Rey P. Lukowicz 24 55 0 14 Sep 2022
PSUMNet: Unified Modality Part Streams are All You Need for Efficient Pose-based Action Recognition Neel Trivedi Ravi Kiran Sarvadevabhatla ViT 19 27 0 11 Aug 2022
Pose Uncertainty Aware Movement Synchrony Estimation via Spatial-Temporal Graph Transformer Jicheng Li Anjana Bhat R. Barmaki ViT 27 5 0 01 Aug 2022
Dyadic Movement Synchrony Estimation Under Privacy-preserving Conditions Jicheng Li Anjana Bhat R. Barmaki 35 4 0 01 Aug 2022
Interaction Transformer for Human Reaction Generation Baptiste Chopin Hao Tang N. Otberdout Mohamed Daoudi N. Sebe ViT 35 27 0 04 Jul 2022
Spatial Transformer Network with Transfer Learning for Small-scale Fine-grained Skeleton-based Tai Chi Action Recognition Lin Yuan Zhen He Qianqian Wang Leiyang Xu Xiang Ma ViT 25 2 0 30 Jun 2022
Learning Sequential Contexts using Transformer for 3D Hand Pose Estimation Leyla Khaleghi Josh Marshall Ali Etemad ViT 17 2 0 01 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 30 23 0 31 May 2022
Continual Inference: A Library for Efficient Online Inference with Deep Neural Networks in PyTorch Lukas Hedegaard Alexandros Iosifidis BDL 3DV CLL 15 6 0 07 Apr 2022
Delving Deep into One-Shot Skeleton-based Action Recognition with Diverse Occlusions Kunyu Peng Alina Roitberg Kailun Yang Jiaming Zhang Rainer Stiefelhagen ViT 21 28 0 23 Feb 2022
Video Transformers: A Survey Javier Selva A. S. Johansen Sergio Escalera Kamal Nasrollahi T. Moeslund Albert Clapés ViT 22 103 0 16 Jan 2022
Context-LGM: Leveraging Object-Context Relation for Context-Aware Object Recognition Mingzhou Liu Xinwei Sun Fandong Zhang Yizhou Yu Yizhou Wang 30 0 0 08 Oct 2021
EAN: Event Adaptive Network for Enhanced Action Recognition Yuan Tian Yichao Yan Guangtao Zhai G. Guo Zhiyong Gao 35 41 0 22 Jul 2021
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
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
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
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 259 3,239 0 24 Nov 2016