Revisiting Skeleton-based Action Recognition

28 April 2021

Papers citing "Revisiting Skeleton-based Action Recognition"

50 / 53 papers shown

Title
Are Spatial-Temporal Graph Convolution Networks for Human Action Recognition Over-Parameterized? Jianyang Xie Yitian Zhao Y. Meng He Zhao Anh Nguyen Yalin Zheng 7 0 0 15 May 2025
SkillFormer: Unified Multi-View Video Understanding for Proficiency Estimation Edoardo Bianchi Antonio Liotta 29 0 0 13 May 2025
F $^3$ Set: Towards Analyzing Fast, Frequent, and Fine-grained Events from Videos Zhaoyu Liu Kan Jiang Murong Ma Zhé Hóu Yun Lin J. Dong 37 0 0 11 Apr 2025
Balanced Representation Learning for Long-tailed Skeleton-based Action Recognition Hongda Liu Yunlong Wang Min Ren Junxing Hu Zhengquan Luo Guangqi Hou Zhe Sun 53 0 0 24 Feb 2025
MoFM: A Large-Scale Human Motion Foundation Model Mohammadreza Baharani Ghazal Alinezhad Noghre Armin Danesh Pazho Gabriel Maldonado Hamed Tabkhi AI4CE 150 1 0 08 Feb 2025
CHASE: Learning Convex Hull Adaptive Shift for Skeleton-based Multi-Entity Action Recognition Yuhang Wen Mengyuan Liu Songtao Wu Beichen Ding 45 0 0 31 Dec 2024
TDSM: Triplet Diffusion for Skeleton-Text Matching in Zero-Shot Action Recognition Jeonghyeok Do Munchurl Kim 49 1 0 16 Nov 2024
EPAM-Net: An Efficient Pose-driven Attention-guided Multimodal Network for Video Action Recognition Ahmed Abdelkawy Asem A. Ali Aly A. Farag 3DPC 26 0 0 10 Aug 2024
On the Utility of 3D Hand Poses for Action Recognition Md Salman Shamil Dibyadip Chatterjee Fadime Sener Shugao Ma Angela Yao 37 5 0 14 Mar 2024
Boosting Semi-Supervised 2D Human Pose Estimation by Revisiting Data Augmentation and Consistency Training Huayi Zhou Mukun Luo Fei Jiang Yue Ding Hongtao Lu Kui Jia 46 0 0 18 Feb 2024
Unsupervised Motion Retargeting for Human-Robot Imitation Aleksa Marusic A. Tapus S. Nguyen 21 10 0 18 Jan 2024
HEViTPose: High-Efficiency Vision Transformer for Human Pose Estimation Chengpeng Wu Guangxing Tan Chunyu Li ViT 21 0 0 22 Nov 2023
CPR-Coach: Recognizing Composite Error Actions based on Single-class Training Shunli Wang Qing Yu Shuai Wang Dingkang Yang Liuzhen Su Xiao Zhao Haopeng Kuang Pei Zhang Peng Zhai Lihua Zhang 31 3 0 21 Sep 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
IndGIC: Supervised Action Recognition under Low Illumination Jing-Teng Zeng 27 1 0 29 Aug 2023
Vision-Based Human Pose Estimation via Deep Learning: A Survey Gongjin Lan Yuehua Wu Fei Hu Qi Hao 3DH 34 44 0 26 Aug 2023
Data Augmentation for Human Behavior Analysis in Multi-Person Conversations Kun Li Dan Guo Guoliang Chen Feiyang Liu Meng Wang ViT 25 8 0 03 Aug 2023
Measuring Student Behavioral Engagement using Histogram of Actions Ahmed Abdelkawy Islam Alkabbany Asem A. Ali Aly A. Farag Chris Foreman Thomas Tretter Nicholas Hindy 13 0 0 18 Jul 2023
Overcoming Topology Agnosticism: Enhancing Skeleton-Based Action Recognition through Redefined Skeletal Topology Awareness Yuxuan Zhou Zhi-Qi Cheng Ju He Bin Luo Yifeng Geng Xuansong Xie 29 11 0 19 May 2023
Is end-to-end learning enough for fitness activity recognition? Antoine Mercier Guillaume Berger Sunny Panchal Florian Letsch Cornelius Boehm Nahua Kang Ingo Bax Roland Memisevic 23 2 0 14 May 2023
TSGCNeXt: Dynamic-Static Multi-Graph Convolution for Efficient Skeleton-Based Action Recognition with Long-term Learning Potential Dongjingdin Liu Pengpeng Chen Miao Yao Yijingxiu Lu Zijie Cai Yuxin Tian 27 7 0 23 Apr 2023
Isolated Sign Language Recognition based on Tree Structure Skeleton Images David Laines G. Bejarano M. González-Mendoza Gilberto Ochoa-Ruiz SLR 24 12 0 10 Apr 2023
Bodily expressed emotion understanding through integrating Laban movement analysis Chenyan Wu Dolzodmaa Davaasuren T. Shafir Rachelle Tsachor James Z. Wang 32 6 0 05 Apr 2023
3Mformer: Multi-order Multi-mode Transformer for Skeletal Action Recognition Lei Wang Piotr Koniusz ViT 28 45 0 25 Mar 2023
Learning Discriminative Representations for Skeleton Based Action Recognition Huanyu Zhou Qingjie Liu Yunhong Wang 29 70 0 07 Mar 2023
Understanding Policy and Technical Aspects of AI-Enabled Smart Video Surveillance to Address Public Safety B. R. Ardabili Armin Danesh Pazho Ghazal Alinezhad Noghre Christopher Neff Sai Datta Bhaskararayuni Arun K. Ravindran Shannon Reid Hamed Tabkhi 19 23 0 08 Feb 2023
Fine-Grained Action Detection with RGB and Pose Information using Two Stream Convolutional Networks Leonard Hacker Finn Bartels Pierre-Etienne Martin 18 6 0 06 Feb 2023
Skeleton-based Human Action Recognition via Convolutional Neural Networks (CNN) Ayman Ali Ekkasit Pinyoanuntapong Pu Wang Mohsen Dorodchi 3DH 20 10 0 31 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
Ancilia: Scalable Intelligent Video Surveillance for the Artificial Intelligence of Things Armin Danesh Pazho Christopher Neff Ghazal Alinezhad Noghre B. R. Ardabili S. Yao Mohammadreza Baharani Hamed Tabkhi 11 38 0 09 Jan 2023
STEPs: Self-Supervised Key Step Extraction and Localization from Unlabeled Procedural Videos Anshul B. Shah Benjamin Lundell H. Sawhney Ramalingam Chellappa SSL 16 8 0 02 Jan 2023
2D Pose Estimation based Child Action Recognition Sanka Mohottala Sandun Abeygunawardana Pradeepa Samarasinghe D. Kasthurirathna Charith Abhayaratne 19 2 0 18 Dec 2022
Cross-Modal Learning with 3D Deformable Attention for Action Recognition Sangwon Kim Dasom Ahn ByoungChul Ko ViT 3DPC 27 24 0 12 Dec 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
Two-Stream Network for Sign Language Recognition and Translation Yutong Chen Ronglai Zuo Fangyun Wei Yu-Huan Wu Shujie Liu Brian Mak SLR 31 118 0 02 Nov 2022
Transformer-based Action recognition in hand-object interacting scenarios Hoseong Cho Seungryul Baek EgoV 29 2 0 20 Oct 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
DG-STGCN: Dynamic Spatial-Temporal Modeling for Skeleton-based Action Recognition Haodong Duan Jiaqi Wang Kai-xiang Chen Dahua Lin 30 42 0 12 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 49 27 0 06 Oct 2022
Vision Transformers for Action Recognition: A Survey Anwaar Ulhaq Naveed Akhtar Ganna Pogrebna Ajmal Saeed Mian ViT 19 44 0 13 Sep 2022
Modality Mixer for Multi-modal Action Recognition Sumin Lee Sangmin Woo Yeonju Park Muhammad Adi Nugroho Changick Kim 21 10 0 24 Aug 2022
ModSelect: Automatic Modality Selection for Synthetic-to-Real Domain Generalization Zdravko Marinov Alina Roitberg David Schneider Rainer Stiefelhagen 22 4 0 19 Aug 2022
Skeletal Human Action Recognition using Hybrid Attention based Graph Convolutional Network Hao Xing Darius Burschka GNN 3DH 19 7 0 12 Jul 2022
A Survey on Video Action Recognition in Sports: Datasets, Methods and Applications Fei Wu Qingzhong Wang Jian Bian Haoyi Xiong Ning Ding Feixiang Lu Junqing Cheng Dejing Dou AI4TS 24 52 0 02 Jun 2022
OCSampler: Compressing Videos to One Clip with Single-step Sampling Jintao Lin Haodong Duan Kai-xiang Chen Dahua Lin Limin Wang 32 24 0 12 Jan 2022
FLAME: Facial Landmark Heatmap Activated Multimodal Gaze Estimation Neelabh Sinha Michal Balazia F. Brémond CVBM 3DH 25 9 0 10 Oct 2021
Conditional Temporal Variational AutoEncoder for Action Video Prediction Xiaogang Xu Yi Wang Liwei Wang Bei Yu Jiaya Jia VGen 31 5 0 12 Aug 2021
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
Feedback Graph Convolutional Network for Skeleton-based Action Recognition Hao-Yu Yang D. Yan Ling Zhang Dong Li Yunda Sun Shaodi You Stephen J. Maybank 46 104 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