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
Siformer: Feature-isolated Transformer for Efficient Skeleton-based Sign Language Recognition Muxin Pu Mei Kuan Lim Chun Yong Chong SLR 84 0 0 26 Mar 2025
Multi-Disease-Aware Training Strategy for Cardiac MR Image Segmentation Hong Zheng Yucheng Chen Nan Mu Xiaoning Li 57 0 0 23 Mar 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 55 0 0 24 Feb 2025
Learning to Decouple Complex Systems Zihan Zhou Tianshu Yu BDL 74 4 0 17 Feb 2025
Designing Semi-Structured Pruning of Graph Convolutional Networks for Skeleton-based Recognition Hichem Sahbi CVBM 77 0 0 16 Dec 2024
An End-to-End Two-Stream Network Based on RGB Flow and Representation Flow for Human Action Recognition Song-Jiang Lai Tsun-hin Cheung Ka-Chun Fung Tian-Shan Liu K. Lam 63 0 0 27 Nov 2024
FactorizePhys: Matrix Factorization for Multidimensional Attention in Remote Physiological Sensing Jitesh Joshi Sos S. Agaian Youngjun Cho AI4TS 43 1 0 03 Nov 2024
Human Action Recognition (HAR) Using Skeleton-based Spatial Temporal Relative Transformer Network: ST-RTR Faisal Mehmood Enqing Chen Touqeer Abbas Samah M. Alzanin 36 0 0 31 Oct 2024
Lambda-Skip Connections: the architectural component that prevents Rank Collapse Federico Arangath Joseph Jerome Sieber M. Zeilinger Carmen Amo Alonso 33 0 0 14 Oct 2024
LS-HAR: Language Supervised Human Action Recognition with Salient Fusion, Construction Sites as a Use-Case Mohammad Mahdavian Mohammad Loni Mo Chen Mo Chen 28 0 0 02 Oct 2024
Bengali Sign Language Recognition through Hand Pose Estimation using Multi-Branch Spatial-Temporal Attention Model Abu Saleh Musa Miah Md. Al-Hasan Md Hadiuzzaman Muhammad Nazrul Islam Jungpil Shin SLR 30 0 0 26 Aug 2024
A Methodological and Structural Review of Hand Gesture Recognition Across Diverse Data Modalities Jungpil Shin Abu Saleh Musa Miah Md. Humaun Kabir M. Rahim Abdullah Al Shiam 39 12 0 10 Aug 2024
Skeleton-Based Action Recognition with Spatial-Structural Graph Convolution Jingyao Wang Emmanuel Bergeret Issam Falih 29 1 0 31 Jul 2024
LORTSAR: Low-Rank Transformer for Skeleton-based Action Recognition Soroush Oraki Harry Zhuang Jie Liang 49 1 0 19 Jul 2024
Shap-Mix: Shapley Value Guided Mixing for Long-Tailed Skeleton Based Action Recognition Jiahang Zhang Lilang Lin Jiaying Liu 36 5 0 17 Jul 2024
Mixed-View Panorama Synthesis using Geospatially Guided Diffusion Zhexiao Xiong Xin Xing Scott Workman Subash Khanal Nathan Jacobs DiffM MDE 64 1 0 12 Jul 2024
Identity-free Artificial Emotional Intelligence via Micro-Gesture Understanding Rong Gao Xin Liu Bohao Xing Zitong Yu Björn W. Schuller Heikki Kälviäinen 57 3 0 21 May 2024
An Improved Graph Pooling Network for Skeleton-Based Action Recognition Cong Wu Xiao-Jun Wu Tianyang Xu Josef Kittler 27 0 0 25 Apr 2024
HumMUSS: Human Motion Understanding using State Space Models Arnab Kumar Mondal Stefano Alletto Denis Tome 34 4 0 16 Apr 2024
MK-SGN: A Spiking Graph Convolutional Network with Multimodal Fusion and Knowledge Distillation for Skeleton-based Action Recognition Naichuan Zheng Hailun Xia Zeyu Liang 44 1 0 16 Apr 2024
Simba: Mamba augmented U-ShiftGCN for Skeletal Action Recognition in Videos S. Chaudhuri Saumik Bhattacharya Mamba 37 9 0 11 Apr 2024
Unsupervised Spatial-Temporal Feature Enrichment and Fidelity Preservation Network for Skeleton based Action Recognition Chuankun Li Shuai Li Yanbo Gao Ping Chen Jian Li Wanqing Li 37 0 0 25 Jan 2024
One-Shot Multi-Rate Pruning of Graph Convolutional Networks H. Sahbi 33 0 0 29 Dec 2023
DVANet: Disentangling View and Action Features for Multi-View Action Recognition Nyle Siddiqui Praveen Tirupattur Mubarak Shah ViT 46 18 0 10 Dec 2023
Human Pose-based Estimation, Tracking and Action Recognition with Deep Learning: A Survey Lijuan Zhou Xiang Meng Zhihuan Liu Mengqi Wu Zhimin Gao Pichao Wang 40 3 0 19 Oct 2023
3DYoga90: A Hierarchical Video Dataset for Yoga Pose Understanding Seonok Kim 18 0 0 16 Oct 2023
From Pixels to Portraits: A Comprehensive Survey of Talking Head Generation Techniques and Applications Shreyank N. Gowda Dheeraj Pandey Shashank Narayana Gowda 52 3 0 30 Aug 2023
SiT-MLP: A Simple MLP with Point-wise Topology Feature Learning for Skeleton-based Action Recognition Shaojie Zhang Jianqin Yin Yonghao Dang Jiajun Fu 40 4 0 30 Aug 2023
Human Part-wise 3D Motion Context Learning for Sign Language Recognition T. Lee Y. Oh Kyoung Mu Lee SLR 29 6 0 18 Aug 2023
Ske2Grid: Skeleton-to-Grid Representation Learning for Action Recognition Dongqi Cai Yangyuxuan Kang Anbang Yao Yurong Chen 27 5 0 15 Aug 2023
Hard No-Box Adversarial Attack on Skeleton-Based Human Action Recognition with Skeleton-Motion-Informed Gradient Zhengzhi Lu He Wang Ziyi Chang Guoan Yang Hubert P. H. Shum AAML 39 10 0 10 Aug 2023
Prompted Contrast with Masked Motion Modeling: Towards Versatile 3D Action Representation Learning Jiahang Zhang Lilang Lin Jiaying Liu SSL 23 15 0 08 Aug 2023
ViLP: Knowledge Exploration using Vision, Language, and Pose Embeddings for Video Action Recognition S. Chaudhuri Saumik Bhattacharya 27 3 0 07 Aug 2023
SkeletonMAE: Graph-based Masked Autoencoder for Skeleton Sequence Pre-training Hongfei Yan Yang Liu Yushen Wei Zerui Li Guanbin Li Liang Lin 34 40 0 17 Jul 2023
One-Shot Action Recognition via Multi-Scale Spatial-Temporal Skeleton Matching Siyuan Yang Jun Liu Shijian Lu Er Meng Hwa Alex C. Kot 42 11 0 14 Jul 2023
Multi-Dimensional Refinement Graph Convolutional Network with Robust Decouple Loss for Fine-Grained Skeleton-Based Action Recognition Shengyuan Liu Yuanyuan Ding Jin-Rong Zhang Kaiyuan Liu Sihan Zhang Feilong Wang Gao Huang 29 1 0 27 Jun 2023
Learning Scene Flow With Skeleton Guidance For 3D Action Recognition Vasileios Magoulianitis A. Psaltis 3DH 3DPC 24 0 0 23 Jun 2023
Towards Consistent Video Editing with Text-to-Image Diffusion Models Zicheng Zhang Bonan li Xuecheng Nie Congying Han Tiande Guo Luoqi Liu DiffM 20 24 0 27 May 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 31 11 0 19 May 2023
Learning Higher-order Object Interactions for Keypoint-based Video Understanding Yi Huang Asim Kadav Farley Lai Deep Patel H. Graf 15 1 0 16 May 2023
SignBERT+: Hand-model-aware Self-supervised Pre-training for Sign Language Understanding Hezhen Hu Weichao Zhao Wen-gang Zhou Houqiang Li ViT 38 63 0 08 May 2023
Cross-Stream Contrastive Learning for Self-Supervised Skeleton-Based Action Recognition Sergio Valcarcel Macua Yongqiang Tang Zhizhong Zhang Wensheng Zhang 33 10 0 03 May 2023
Self-Supervised 3D Action Representation Learning with Skeleton Cloud Colorization Siyuan Yang Jun Liu Shijian Lu Er Meng Hwa Yongjian Hu Alex C. Kot 3DPC 3DH 33 16 0 18 Apr 2023
Actionlet-Dependent Contrastive Learning for Unsupervised Skeleton-Based Action Recognition Lilang Lin Jiahang Zhang Jiaying Liu 30 45 0 20 Mar 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
Action Capsules: Human Skeleton Action Recognition Ali Farajzadeh Bavil H. Damirchi H. Taghirad 31 15 0 30 Jan 2023
Transformers in Action Recognition: A Review on Temporal Modeling Elham Shabaninia Hossein Nezamabadi-pour Fatemeh Shafizadegan ViT 24 8 0 29 Dec 2022
StepNet: Spatial-temporal Part-aware Network for Isolated Sign Language Recognition Xi Shen Zhedong Zheng Yi Yang SLR 30 13 0 25 Dec 2022
FLAG3D: A 3D Fitness Activity Dataset with Language Instruction Yansong Tang Jinpeng Liu Aoyang Liu B. Yang Wen-Dao Dai Yongming Rao Jiwen Lu Jie Zhou Xiu Li 42 22 0 09 Dec 2022
Hierarchical Consistent Contrastive Learning for Skeleton-Based Action Recognition with Growing Augmentations Jiahang Zhang Lilang Lin Jiaying Liu 23 46 0 24 Nov 2022