Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition

23 January 2018

Papers citing "Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition"

50 / 1,195 papers shown

Title
Attention-aware Social Graph Transformer Networks for Stochastic Trajectory Prediction Yao Liu Binghao Li Xianzhi Wang Claude Sammut Lina Yao 28 6 0 26 Dec 2023
Pose-based Tremor Type and Level Analysis for Parkinson's Disease from Video Haozheng Zhang Edmond S. L. Ho Xiatian Zhang S. D. Din Hubert P. H. Shum OOD 19 1 0 21 Dec 2023
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
GCNext: Towards the Unity of Graph Convolutions for Human Motion Prediction Xinshun Wang Qiongjie Cui C. L. P. Chen Mengyuan Liu 3DH 32 10 0 19 Dec 2023
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 24 20 0 18 Dec 2023
Spatial-Temporal DAG Convolutional Networks for End-to-End Joint Effective Connectivity Learning and Resting-State fMRI Classification Rui Yang Wenrui Dai H. She Yiping P. Du Dapeng Wu Hongkai Xiong 17 2 0 16 Dec 2023
Multi-perspective Feedback-attention Coupling Model for Continuous-time Dynamic Graphs Xiaobo Zhu Yan Wu Zhipeng Li Hailong Su Jin Che Zhanheng Chen Liying Wang 19 0 0 13 Dec 2023
Improving the Robustness of 3D Human Pose Estimation: A Benchmark and Learning from Noisy Input Trung-Hieu Hoang Mona Zehni Huy Phan Duc Minh Vo Minh N. Do 24 2 0 11 Dec 2023
Navigating Open Set Scenarios for Skeleton-based Action Recognition Kunyu Peng Cheng Yin Junwei Zheng Ruiping Liu David Schneider Jiaming Zhang Kailun Yang M. Sarfraz Rainer Stiefelhagen Alina Roitberg 34 13 0 11 Dec 2023
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
PULSAR: Graph based Positive Unlabeled Learning with Multi Stream Adaptive Convolutions for Parkinson's Disease Recognition Md Zarif Ul Alam Md. Saiful Islam Ehsan Hoque M. S. Rahman OOD 15 0 0 10 Dec 2023
A brief introduction to a framework named Multilevel Guidance-Exploration Network Guoqing Yang Zhiming Luo Jianzhe Gao Yingxin Lai Kun Yang Yifan He Shaozi Li 3DH 26 0 0 07 Dec 2023
Adaptive Dependency Learning Graph Neural Networks Abishek Sriramulu Nicolas Fourrier Christoph Bergmeir AI4TS AI4CE 27 21 0 06 Dec 2023
STEP CATFormer: Spatial-Temporal Effective Body-Part Cross Attention Transformer for Skeleton-based Action Recognition Nguyen Huu Bao Long ViT 34 12 0 06 Dec 2023
Hulk: A Universal Knowledge Translator for Human-Centric Tasks Yizhou Wang YiXuan Wu Shixiang Tang Weizhen He Xun Guo ... Lei Bai Rui Zhao Jian Wu Tong He Wanli Ouyang VLM 28 14 0 04 Dec 2023
Just Add $π$ ! Pose Induced Video Transformers for Understanding Activities of Daily Living Dominick Reilly Srijan Das ViT 25 17 0 30 Nov 2023
S-T CRF: Spatial-Temporal Conditional Random Field for Human Trajectory Prediction Pengqian Han Jiamou Liu Jialing He Zeyu Zhang Song Yang Yanni Tang P. Roop 19 1 0 30 Nov 2023
A Graph-Based Approach for Category-Agnostic Pose Estimation Or Hirschorn S. Avidan 21 10 0 29 Nov 2023
Dynamic Dense Graph Convolutional Network for Skeleton-based Human Motion Prediction Xinshun Wang Wanying Zhang Can Wang Yuan Gao Mengyuan Liu 3DH GNN 41 32 0 29 Nov 2023
Riemannian Self-Attention Mechanism for SPD Networks Rui Wang Xiao-Jun Wu Hui Li Josef Kittler 13 1 0 28 Nov 2023
GaitContour: Efficient Gait Recognition based on a Contour-Pose Representation Yuxiang Guo Anshul B. Shah Jiang-Long Liu Ayush Gupta Rama Chellappa Cheng-Fang Peng CVBM 21 4 0 27 Nov 2023
VSViG: Real-time Video-based Seizure Detection via Skeleton-based Spatiotemporal ViG Yankun Xu Junzhe Wang Yun-Hsuan Chen Jie Yang Wenjie Ming Shuangquan Wang Mohamad Sawan 8 0 0 24 Nov 2023
Hierarchical Joint Graph Learning and Multivariate Time Series Forecasting Juhyeon Kim Hyungeun Lee Seungwon Yu Ung Hwang Wooyeol Jung Miseon Park Kijung Yoon AI4TS 11 2 0 21 Nov 2023
Challenges in Video-Based Infant Action Recognition: A Critical Examination of the State of the Art Elaheh Hatamimajoumerd Pooria Daneshvar Kakhaki Xiaofei Huang L. Luan Somaieh Amraee Sarah Ostadabbas 14 6 0 21 Nov 2023
Know Thy Neighbors: A Graph Based Approach for Effective Sensor-Based Human Activity Recognition in Smart Homes P. Srivatsa Thomas Plötz GNN 25 2 0 16 Nov 2023
SkelVIT: Consensus of Vision Transformers for a Lightweight Skeleton-Based Action Recognition System Özge Öztimur Karadag ViT MedIm 18 0 0 14 Nov 2023
Unified Multi-modal Unsupervised Representation Learning for Skeleton-based Action Understanding Shengkai Sun Daizong Liu Jianfeng Dong Xiaoye Qu Junyu Gao Xun Yang Xun Wang Meng Wang OffRL 27 14 0 06 Nov 2023
Constructing Temporal Dynamic Knowledge Graphs from Interactive Text-based Games Keunwoo Peter Yu AI4CE 41 1 0 03 Nov 2023
Holistic Representation Learning for Multitask Trajectory Anomaly Detection Alexandros Stergiou B. D. Weerdt Nikos Deligiannis 41 13 0 03 Nov 2023
GaitFormer: Learning Gait Representations with Noisy Multi-Task Learning Adrian Cosma I. Radoi CVBM 27 13 0 30 Oct 2023
G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image Segmentation Md Mostafijur Rahman R. Marculescu MedIm 22 33 0 24 Oct 2023
I $^2$ MD: 3D Action Representation Learning with Inter- and Intra-modal Mutual Distillation Yunyao Mao Jiajun Deng Wen-gang Zhou Zhenbo Lu Wanli Ouyang Houqiang Li VLM 22 1 0 24 Oct 2023
Linguistically Motivated Sign Language Segmentation Amit Moryossef Zifan Jiang Mathias Müller Sarah Ebling Yoav Goldberg SLR 18 5 0 21 Oct 2023
Multiscale Superpixel Structured Difference Graph Convolutional Network for VL Representation Siyu Zhang Ye-Ting Chen Fang Wang Yaoru Sun Jun Yang Lizhi Bai SSL 22 0 0 20 Oct 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 32 3 0 19 Oct 2023
Hibikino-Musashi@Home 2023 Team Description Paper Tomoya Shiba Akinobu Mizutani Yuga Yano Tomohiro Ono Shoshi Tokuno ... Kosei Isomoto Kim Minje Yuichiro Tanaka Takashi Morie H. Tamukoh 19 2 0 19 Oct 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
3DYoga90: A Hierarchical Video Dataset for Yoga Pose Understanding Seonok Kim 13 0 0 16 Oct 2023
MOCHA: Real-Time Motion Characterization via Context Matching Deok-Kyeong Jang Yuting Ye Jungdam Won Sung-Hee Lee 19 6 0 16 Oct 2023
Proving the Potential of Skeleton Based Action Recognition to Automate the Analysis of Manual Processes Marlin Berger F. Cloppenburg Jens Eufinger Thomas Gries 16 0 0 12 Oct 2023
GestSync: Determining who is speaking without a talking head Sindhu B. Hegde Andrew Zisserman 8 2 0 08 Oct 2023
Learning to Simplify Spatial-Temporal Graphs in Gait Analysis Adrian Cosma I. Radoi 24 1 0 05 Oct 2023
DeepHGCN: Toward Deeper Hyperbolic Graph Convolutional Networks Jiaxu Liu Xinping Yi Xiaowei Huang 31 2 0 03 Oct 2023
Neuromorphic Imaging and Classification with Graph Learning Pei Zhang Chutian Wang Edmund Y. Lam GNN 15 9 0 27 Sep 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 27 36 0 25 Sep 2023
ORTexME: Occlusion-Robust Human Shape and Pose via Temporal Average Texture and Mesh Encoding Yu Cheng Bo Wang R. Tan 3DH 23 0 0 21 Sep 2023
Elevating Skeleton-Based Action Recognition with Efficient Multi-Modality Self-Supervision Yiping Wei Kunyu Peng Alina Roitberg Jiaming Zhang Junwei Zheng R. Liu Yufan Chen Kailun Yang Rainer Stiefelhagen 22 3 0 21 Sep 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 29 3 0 21 Sep 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
SkeleTR: Towrads Skeleton-based Action Recognition in the Wild Haodong Duan Mingze Xu Bing Shuai Davide Modolo Zhuowen Tu Joseph Tighe Alessandro Bergamo ViT 32 1 0 20 Sep 2023