Multi-Scale Spatial Temporal Graph Convolutional Network for Skeleton-Based Action Recognition

27 June 2022

Papers citing "Multi-Scale Spatial Temporal Graph Convolutional Network for Skeleton-Based Action Recognition"

50 / 63 papers shown

Title
Multi-Scale Graph Learning for Anti-Sparse Downscaling Yingda Fan Runlong Yu Janet R. Barclay A. Appling Yiming Sun Yiqun Xie Xiaowei Jia AI4CE 28 0 0 03 May 2025
CoCoDiff: Diversifying Skeleton Action Features via Coarse-Fine Text-Co-Guided Latent Diffusion Zhifu Zhao Hanyang Hua J. Li Shaoxin Wu Fu Li Yangtao Zhou Yang Li DiffM 68 0 0 30 Apr 2025
Towards Generalizing Temporal Action Segmentation to Unseen Views Emad Bahrami Olga Zatsarynna Gianpiero Francesca Juergen Gall EgoV 41 0 0 03 Apr 2025
HOP: Heterogeneous Topology-based Multimodal Entanglement for Co-Speech Gesture Generation Hongye Cheng Tianyu Wang Guangsi Shi Zexing Zhao Yanwei Fu SLR 45 1 0 03 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 48 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 137 0 0 08 Feb 2025
DSTSA-GCN: Advancing Skeleton-Based Gesture Recognition with Semantic-Aware Spatio-Temporal Topology Modeling Hu Cui Renjing Huang Ruoyu Zhang Tessai Hayama 47 0 0 21 Jan 2025
High-Performance Inference Graph Convolutional Networks for Skeleton-Based Action Recognition Ziao Li Junyi Wang Bangli Liu Haibin Cai Mohamad Saada Guhong Nie 3DH 55 0 0 08 Jan 2025
FreqMixFormerV2: Lightweight Frequency-aware Mixed Transformer for Human Skeleton Action Recognition Wenhan Wu P. Wang C. L. P. Chen Aidong Lu 34 0 0 31 Dec 2024
Language-Assisted Human Part Motion Learning for Skeleton-Based Temporal Action Segmentation Bowen Chen Haoyu Ji Zhiyong Wang Benjamin Filtjens C. Wang Weihong Ren Bart Vanrumste Honghai Liu 48 0 0 08 Oct 2024
Joint Temporal Pooling for Improving Skeleton-based Action Recognition Shanaka Ramesh Gunasekara Wanqing Li Jack Yang P. Ogunbona 34 2 0 18 Aug 2024
Skeleton-Based Action Recognition with Spatial-Structural Graph Convolution Jingyao Wang Emmanuel Bergeret Issam Falih 24 1 0 31 Jul 2024
Multi-Modality Co-Learning for Efficient Skeleton-based Action Recognition Jinfu Liu C. L. P. Chen Mengyuan Liu 47 12 0 22 Jul 2024
Shap-Mix: Shapley Value Guided Mixing for Long-Tailed Skeleton Based Action Recognition Jiahang Zhang Lilang Lin Jiaying Liu 31 5 0 17 Jul 2024
Graph in Graph Neural Network Jiongshu Wang Jing Yang Jiankang Deng Hatice Gunes Siyang Song GNN 24 1 0 30 Jun 2024
Cross-Block Fine-Grained Semantic Cascade for Skeleton-Based Sports Action Recognition Zhendong Liu Haifeng Xia Tong Guo Libo Sun Ming Shao Siyu Xia 34 2 0 30 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 39 0 0 16 Apr 2024
Multi-Scale Spatial-Temporal Self-Attention Graph Convolutional Networks for Skeleton-based Action Recognition I. Nakamura 21 0 0 03 Apr 2024
SkateFormer: Skeletal-Temporal Transformer for Human Action Recognition Jeonghyeok Do Munchurl Kim ViT 29 18 0 14 Mar 2024
TimeGraphs: Graph-based Temporal Reasoning Paridhi Maheshwari Hongyu Ren Yanan Wang R. Sosič J. Leskovec AI4TS AI4CE 16 2 0 06 Jan 2024
Explore Human Parsing Modality for Action Recognition Jinfu Liu Runwei Ding Yuhang Wen Nan Dai Fanyang Meng Shen Zhao Mengyuan Liu 25 7 0 04 Jan 2024
A Decoupled Spatio-Temporal Framework for Skeleton-based Action Segmentation Yunheng Li Zhongyu Li Shanghua Gao Qilong Wang Qibin Hou Ming-Ming Cheng 56 3 0 10 Dec 2023
InfoGCN++: Learning Representation by Predicting the Future for Online Human Skeleton-based Action Recognition Seung-geun Chi Hyung-Gun Chi Qixing Huang Karthik Ramani 24 2 0 16 Oct 2023
Exploring Self-supervised Skeleton-based Action Recognition in Occluded Environments Yifei Chen Kunyu Peng Alina Roitberg David Schneider Jiaming Zhang Junwei Zheng R. Liu Yufan Chen Kailun Yang Rainer Stiefelhagen 34 0 0 21 Sep 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 30 4 0 30 Aug 2023
LAC: Latent Action Composition for Skeleton-based Action Segmentation Di Yang Yaohui Wang A. Dantcheva Quan Kong Lorenzo Garattoni Gianpiero Francesca F. Brémond 29 9 0 28 Aug 2023
Multi-stage Factorized Spatio-Temporal Representation for RGB-D Action and Gesture Recognition Yujun Ma Benjia Zhou Ruili Wang Pichao Wang SLR 13 9 0 23 Aug 2023
Finding emergence in data by maximizing effective information Mingzhe Yang Zhipeng Wang Kaiwei Liu Ying Rong Bing Yuan Jiang Zhang CML 17 6 0 19 Aug 2023
Integrating Human Parsing and Pose Network for Human Action Recognition Runwei Ding Yuhang Wen Jinfu Liu Nan Dai Fanyang Meng Mengyuan Liu 3DH 29 3 0 16 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 37 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 24 1 0 27 Jun 2023
FSAR: Federated Skeleton-based Action Recognition with Adaptive Topology Structure and Knowledge Distillation Jingwen Guo Hong Liu Shitong Sun Tianyu Guo M. Zhang Chenyang Si 35 3 0 19 Jun 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 16 6 0 13 Jun 2023
Language Knowledge-Assisted Representation Learning for Skeleton-Based Action Recognition Haojun Xu Yanlei Gao Zheng Hui Jie Li Xinbo Gao 31 32 0 21 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 29 11 0 19 May 2023
Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling Ryo Hachiuma Fumiaki Sato Taiki Sekii 3DPC 21 37 0 27 Mar 2023
HYperbolic Self-Paced Learning for Self-Supervised Skeleton-based Action Representations Luca Franco Paolo Mandica Bharti Munjal Fabio Galasso SSL 3DH 15 28 0 10 Mar 2023
Learning Discriminative Representations for Skeleton Based Action Recognition Huanyu Zhou Qingjie Liu Yunhong Wang 21 70 0 07 Mar 2023
Self-supervised Action Representation Learning from Partial Spatio-Temporal Skeleton Sequences Yujie Zhou Haodong Duan Anyi Rao Bing-Huang Su Jiaqi Wang ViT SLR 30 35 0 17 Feb 2023
Graph Contrastive Learning for Skeleton-based Action Recognition Xiaohui Huang Hao Zhou Jian Wang Haocheng Feng Junyu Han Errui Ding Jingdong Wang Xinggang Wang Wenyu Liu Bin Feng 30 16 0 26 Jan 2023
Leveraging Spatio-Temporal Dependency for Skeleton-Based Action Recognition Junghoon Lee Minhyeok Lee Suhwan Cho Sungmin Woo Sungjun Jang Sangyoun Lee 14 17 0 09 Dec 2022
Hypergraph Transformer for Skeleton-based Action Recognition Yuxuan Zhou Zhi-Qi Cheng C. Li Yanwen Fang Yifeng Geng Xuansong Xie M. Keuper ViT 18 52 0 17 Nov 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
Shifting Perspective to See Difference: A Novel Multi-View Method for Skeleton based Action Recognition Ruijie Hou Yanran Li Ningyu Zhang Yulin Zhou Xiaosong Yang Zhao Wang 19 10 0 07 Sep 2022
Hierarchically Decomposed Graph Convolutional Networks for Skeleton-Based Action Recognition Junghoon Lee Minhyeok Lee Dogyoon Lee Sangyoon Lee BDL 23 130 0 23 Aug 2022
Part-aware Prototypical Graph Network for One-shot Skeleton-based Action Recognition Tailin Chen Desen Zhou Jian Wang Shidong Wang Qian He Chuanyan Hu Errui Ding Yuanyuan Guan Xuming He 27 14 0 19 Aug 2022
Spatial Temporal Graph Attention Network for Skeleton-Based Action Recognition Lianyu Hu Sheng Liu Wei Feng ViT 19 10 0 18 Aug 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
Generative Action Description Prompts for Skeleton-based Action Recognition Wangmeng Xiang C. Li Yuxuan Zhou Biao Wang Lei Zhang 35 35 0 10 Aug 2022
AFE-CNN: 3D Skeleton-based Action Recognition with Action Feature Enhancement S. Guan Haiyan Lu Linchao Zhu Gengfa Fang 16 20 0 06 Aug 2022