Skeleton-Based Action Recognition with Spatial Reasoning and Temporal Stack Learning

7 May 2018

Liang Wang

Papers citing "Skeleton-Based Action Recognition with Spatial Reasoning and Temporal Stack Learning"

50 / 98 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 17 0 0 15 May 2025
Action Recognition in Real-World Ambient Assisted Living Environment Vincent Gbouna Zakka Zhuangzhuang Dai Luis J. Manso 40 0 0 29 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 53 0 0 24 Feb 2025
Idempotent Unsupervised Representation Learning for Skeleton-Based Action Recognition Lilang Lin Lehong Wu Jiahang Zhang Jiaying Liu 33 0 0 27 Oct 2024
MM-WLAuslan: Multi-View Multi-Modal Word-Level Australian Sign Language Recognition Dataset Xin Shen Heming Du Hongwei Sheng Shuyun Wang Hui Chen ... Xiaobiao Du Jiaying Ying Ruihan Lu Qingzheng Xu Xin Yu SLR 36 3 0 25 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
Joint Temporal Pooling for Improving Skeleton-based Action Recognition Shanaka Ramesh Gunasekara Wanqing Li Jack Yang P. Ogunbona 42 2 0 18 Aug 2024
Skeleton-Based Action Recognition with Spatial-Structural Graph Convolution Jingyao Wang Emmanuel Bergeret Issam Falih 29 1 0 31 Jul 2024
Simba: Mamba augmented U-ShiftGCN for Skeletal Action Recognition in Videos S. Chaudhuri Saumik Bhattacharya Mamba 37 9 0 11 Apr 2024
Deep Learning Approaches for Seizure Video Analysis: A Review David Ahmedt-Aristizabal M. Armin Zeeshan Hayder Norberto Garcia-Cairasco Lars Petersson Clinton Fookes Simon Denman A. McGonigal 32 21 0 18 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
LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference Hongwu Peng Ran Ran Yukui Luo Jiahui Zhao Shaoyi Huang ... Tong Geng Chenghong Wang Xiaolin Xu Wujie Wen Caiwen Ding 29 36 0 25 Sep 2023
Local Spherical Harmonics Improve Skeleton-Based Hand Action Recognition Katharina Prasse Steffen Jung Yuxuan Zhou M. Keuper 30 1 0 21 Aug 2023
Action Recognition with Multi-stream Motion Modeling and Mutual Information Maximization Yu-Huan Yang Haipeng Chen Zhenguang Liu Y. Lyu Beibei Zhang Shuang Wu Zhibo Wang Kui Ren 21 6 0 13 Jun 2023
Graph Neural Networks in Computer Vision -- Architectures, Datasets and Common Approaches Maciej Krzywda S. Lukasik Amir H. Gandomi GNN 29 10 0 20 Dec 2022
CryptoGCN: Fast and Scalable Homomorphically Encrypted Graph Convolutional Network Inference Ran Ran Nuo Xu Wei Wang Quan Gang Jieming Yin Wujie Wen GNN 31 20 0 24 Sep 2022
Pose-Aided Video-based Person Re-Identification via Recurrent Graph Convolutional Network Honghu Pan Qiao Liu Yongyong Chen Yunqing He Yuan Zheng Feng Zheng Zhenyu He CVBM 37 14 0 23 Sep 2022
AFE-CNN: 3D Skeleton-based Action Recognition with Action Feature Enhancement S. Guan Haiyan Lu Linchao Zhu Gengfa Fang 19 20 0 06 Aug 2022
Graph Neural Network and Spatiotemporal Transformer Attention for 3D Video Object Detection from Point Clouds Junbo Yin Jianbing Shen Xin Gao David J. Crandall Ruigang Yang 3DPC ViT 38 59 0 26 Jul 2022
Learning Sequence Representations by Non-local Recurrent Neural Memory Wenjie Pei Xin Feng Canmiao Fu Qi Cao Guangming Lu Yu-Wing Tai AI4TS 27 1 0 20 Jul 2022
Is the U-Net Directional-Relationship Aware? M. Riva Pietro Gori Florian Yger Isabelle Bloch 11 1 0 06 Jul 2022
Skeleton-based Action Recognition via Adaptive Cross-Form Learning Xuanhan Wang Yan Dai Lianli Gao Jingkuan Song 23 20 0 30 Jun 2022
Learn to Predict How Humans Manipulate Large-sized Objects from Interactive Motions Weilin Wan Lei Yang Lingjie Liu Zhuoying Zhang Ruixing Jia Yi-King Choi Jia Pan Christian Theobalt Taku Komura Wenping Wang 21 22 0 25 Jun 2022
ANUBIS: Skeleton Action Recognition Dataset, Review, and Benchmark Zhenyue Qin Yang Liu Madhawa Perera Tom Gedeon Pan Ji Dongwoo Kim Saeed Anwar 11 4 0 04 May 2022
Panoramic Human Activity Recognition Ruize Han Haomin Yan Jiacheng Li Song Wang Wei Feng Song Wang 13 15 0 08 Mar 2022
Motion Puzzle: Arbitrary Motion Style Transfer by Body Part Deok-Kyeong Jang S. Park Sung-Hee Lee 3DH 36 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 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
Spatio-Temporal Tuples Transformer for Skeleton-Based Action Recognition Helei Qiu B. Hou Bo Ren Xiaohua Zhang ViT 24 47 0 08 Jan 2022
Distillation of Human-Object Interaction Contexts for Action Recognition Muna Almushyti Frederick W. Li 34 3 0 17 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
Contrast-reconstruction Representation Learning for Self-supervised Skeleton-based Action Recognition Peng Wang Jun Wen Chenyang Si Y. Qian Liang Wang SSL 33 42 0 22 Nov 2021
A Central Difference Graph Convolutional Operator for Skeleton-Based Action Recognition Shuangyan Miao Yonghong Hou Zhimin Gao Mingliang Xu Wanqing Li GNN 19 43 0 13 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 31 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
Sign Language Recognition via Skeleton-Aware Multi-Model Ensemble Songyao Jiang Bin Sun Lichen Wang Yue Bai Kunpeng Li Y. Fu SLR 50 37 0 12 Oct 2021
OpenHands: Making Sign Language Recognition Accessible with Pose-based Pretrained Models across Languages Prem Selvaraj Gokul Nc Pratyush Kumar Mitesh Khapra VLM SLR 55 53 0 12 Oct 2021
GAN-based Reactive Motion Synthesis with Class-aware Discriminators for Human-human Interaction Qianhui Men Hubert P. H. Shum Edmond S. L. Ho Howard Leung 36 28 0 01 Oct 2021
Learning Multi-Granular Spatio-Temporal Graph Network for Skeleton-based Action Recognition Tailin Chen Desen Zhou Jian Wang Shidong Wang Yu Guan Xuming He Errui Ding 45 71 0 10 Aug 2021
Non-local Graph Convolutional Network for joint Activity Recognition and Motion Prediction Dianhao Zhang Ngo Anh Vien Mien Van Seán F. McLoone 3DH HAI 29 6 0 03 Aug 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
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
Graph-Based Deep Learning for Medical Diagnosis and Analysis: Past, Present and Future David Ahmedt-Aristizabal M. Armin Simon Denman Clinton Fookes L. Petersson 16 178 0 27 May 2021
SportsCap: Monocular 3D Human Motion Capture and Fine-grained Understanding in Challenging Sports Videos Xin Chen Anqi Pang Wei Yang Yuexin Ma Lan Xu Jingyi Yu 149 55 0 23 Apr 2021
AdaSGN: Adapting Joint Number and Model Size for Efficient Skeleton-Based Action Recognition Lei Shi Yifan Zhang Jian Cheng Hanqing Lu 30 46 0 22 Mar 2021
Skeleton Aware Multi-modal Sign Language Recognition Songyao Jiang Bin Sun Lichen Wang Yue Bai Kunpeng Li Y. Fu SLR 33 165 0 16 Mar 2021
Human Action Recognition from Various Data Modalities: A Review Zehua Sun Qiuhong Ke Hossein Rahmani Mohammed Bennamoun Gang Wang Jun Liu MU 53 504 0 22 Dec 2020
Temporal Graph Modeling for Skeleton-based Action Recognition Jianan Li Xuemei Xie Zhifu Zhao Yuhan Cao Qingzhe Pan Guangming Shi 20 11 0 16 Dec 2020
Multi Scale Temporal Graph Networks For Skeleton-based Action Recognition Tingwei Li Ruiwen Zhang Qing Li 17 11 0 05 Dec 2020
Point2Skeleton: Learning Skeletal Representations from Point Clouds Chu-Hsing Lin Changjian Li Yuan Liu Nenglun Chen Yi-King Choi Wenping Wang 3DPC 25 49 0 01 Dec 2020