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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"

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Title
STEP CATFormer: Spatial-Temporal Effective Body-Part Cross Attention Transformer for Skeleton-based Action Recognition Nguyen Huu Bao Long ViT 164 16 0 06 Dec 2023
Hulk: A Universal Knowledge Translator for Human-Centric TasksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Yizhou Wang YiXuan Wu Weizhen He Xun Guo Xun Guo ... Mengwei He Rui Zhao Jian Wu Tong He Bin Wang VLM 637 19 0 04 Dec 2023
Just Add $π$ ! Pose Induced Video Transformers for Understanding Activities of Daily LivingComputer Vision and Pattern Recognition (CVPR), 2023 Dominick Reilly Srijan Das ViT 269 25 0 30 Nov 2023
Spatial-Temporal Conditional Random Field for Human Trajectory Prediction Pengqian Han Jiamou Liu Jialing He Zeyu Zhang Song Yang Yanni Tang 221 1 0 30 Nov 2023
A Graph-Based Approach for Category-Agnostic Pose EstimationEuropean Conference on Computer Vision (ECCV), 2023 Or Hirschorn S. Avidan 314 20 0 29 Nov 2023
Dynamic Dense Graph Convolutional Network for Skeleton-based Human Motion PredictionIEEE Transactions on Image Processing (IEEE TIP), 2023 Xinshun Wang Wanying Zhang Can Wang Yuan Gao Mengyuan Liu 3DH GNN 243 52 0 29 Nov 2023
Riemannian Self-Attention Mechanism for SPD Networks Rui Wang Xiao-Jun Wu Hui Li Josef Kittler 140 1 0 28 Nov 2023
GaitContour: Efficient Gait Recognition based on a Contour-Pose RepresentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Yuxiang Guo Anshul B. Shah Jiang-Long Liu Ayush Gupta Rama Chellappa Cheng-Fang Peng CVBM 184 6 0 27 Nov 2023
VSViG: Real-time Video-based Seizure Detection via Skeleton-based Spatiotemporal ViGEuropean Conference on Computer Vision (ECCV), 2023 Yankun Xu Junzhe Wang Yun-Hsuan Chen Jie Yang Wenjie Ming Shuangquan Wang Mohamad Sawan 272 5 0 24 Nov 2023
Hierarchical Joint Graph Learning and Multivariate Time Series ForecastingIEEE Access (IEEE Access), 2023 Juhyeon Kim Hyungeun Lee Seungwon Yu Ung Hwang Wooyeol Jung Miseon Park Kijung Yoon AI4TS 120 5 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 124 8 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 115 2 0 16 Nov 2023
SkelVIT: Consensus of Vision Transformers for a Lightweight Skeleton-Based Action Recognition SystemSignal, Image and Video Processing (SIVP), 2023 Özge Öztimur Karadag ViT MedIm 193 1 0 14 Nov 2023
Unified Multi-modal Unsupervised Representation Learning for Skeleton-based Action UnderstandingACM Multimedia (ACM MM), 2023 Shengkai Sun Daizong Liu Jianfeng Dong Xiaoye Qu Junyu Gao Xun Yang Xun Wang Meng Wang OffRL 255 27 0 06 Nov 2023
Constructing Temporal Dynamic Knowledge Graphs from Interactive Text-based Games Keunwoo Peter Yu AI4CE 180 1 0 03 Nov 2023
Holistic Representation Learning for Multitask Trajectory Anomaly DetectionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Alexandros Stergiou B. D. Weerdt Nikos Deligiannis 231 17 0 03 Nov 2023
GaitFormer: Learning Gait Representations with Noisy Multi-Task LearningItalian National Conference on Sensors (INS), 2022 Adrian Cosma I. Radoi CVBM 153 18 0 30 Oct 2023
G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Md Mostafijur Rahman R. Marculescu MedIm 148 61 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 211 0 0 24 Oct 2023
Linguistically Motivated Sign Language SegmentationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Amit Moryossef Zifan Jiang Mathias Müller Sarah Ebling Yoav Goldberg SLR 191 11 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 248 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 271 13 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 120 2 0 19 Oct 2023
InfoGCN++: Learning Representation by Predicting the Future for Online Human Skeleton-based Action RecognitionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Seung-geun Chi Hyung-Gun Chi Qixing Huang Karthik Ramani 167 19 0 16 Oct 2023
3DYoga90: A Hierarchical Video Dataset for Yoga Pose Understanding Seonok Kim 143 3 0 16 Oct 2023
MOCHA: Real-Time Motion Characterization via Context Matching Deok-Kyeong Jang Yuting Ye Jungdam Won Sung-Hee Lee 194 9 0 16 Oct 2023
Proving the Potential of Skeleton Based Action Recognition to Automate the Analysis of Manual ProcessesIntelligent Systems with Applications (ISA), 2023 Marlin Berger F. Cloppenburg Jens Eufinger Thomas Gries 114 0 0 12 Oct 2023
GestSync: Determining who is speaking without a talking headBritish Machine Vision Conference (BMVC), 2023 Sindhu B. Hegde Andrew Zisserman 124 2 0 08 Oct 2023
Learning to Simplify Spatial-Temporal Graphs in Gait Analysis Adrian Cosma I. Radoi 142 2 0 05 Oct 2023
DeepHGCN: Toward Deeper Hyperbolic Graph Convolutional NetworksIEEE Transactions on Artificial Intelligence (IEEE TAI), 2023 Jiaxu Liu Xinping Yi Xiaowei Huang 331 4 0 03 Oct 2023
Neuromorphic Imaging and Classification with Graph Learning Pei Zhang Chutian Wang Edmund Y. Lam GNN 135 9 0 27 Sep 2023
LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted InferenceNeural Information Processing Systems (NeurIPS), 2023 Hongwu Peng Ran Ran Yukui Luo Jiahui Zhao Shaoyi Huang ... Tong Geng Chenghong Wang Xiaolin Xu Wujie Wen Caiwen Ding 270 45 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 185 0 0 21 Sep 2023
Elevating Skeleton-Based Action Recognition with Efficient Multi-Modality Self-SupervisionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Yiping Wei Kunyu Peng Alina Roitberg Kailai Li Junwei Zheng R. Liu Yufan Chen Kailun Yang Rainer Stiefelhagen 223 7 0 21 Sep 2023
CPR-Coach: Recognizing Composite Error Actions based on Single-class TrainingComputer Vision and Pattern Recognition (CVPR), 2023 Shunli Wang Qing Yu Shuai Wang Dingkang Yang Liuzhen Su Xiao Zhao Haopeng Kuang Pei Zhang Peng Zhai Lihua Zhang 309 5 0 21 Sep 2023
Exploring Self-supervised Skeleton-based Action Recognition in Occluded Environments Yifei Chen Kunyu Peng Alina Roitberg David Schneider Kailai Li Junwei Zheng R. Liu Yufan Chen Kailun Yang Rainer Stiefelhagen 294 1 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 209 1 0 20 Sep 2023
Staged Contact-Aware Global Human Motion ForecastingBritish Machine Vision Conference (BMVC), 2023 Luca Scofano Alessio Sampieri Elisabeth Schiele Edoardo De Matteis Laura Leal-Taixé Fabio Galasso 3DH 278 4 0 16 Sep 2023
Action Segmentation Using 2D Skeleton Heatmaps and Multi-Modality FusionIEEE International Conference on Robotics and Automation (ICRA), 2023 Syed Waleed Hyder Muhammad Usama Anas Zafar Muhammad Naufil Fawad Javed Fateh Andrey Konin M. Zia Quoc-Huy Tran 395 8 0 12 Sep 2023
Self-supervised Extraction of Human Motion Structures via Frame-wise Discrete Features Tetsuya Abe Ryusuke Sagawa Ko Ayusawa Wataru Takano 162 1 0 12 Sep 2023
SCD-Net: Spatiotemporal Clues Disentanglement Network for Self-supervised Skeleton-based Action RecognitionAAAI Conference on Artificial Intelligence (AAAI), 2023 Cong Wu Xiaojun Wu Josef Kittler Tianyang Xu Sara Atito Muhammad Awais Zhenhua Feng 268 21 0 11 Sep 2023
AttT2M: Text-Driven Human Motion Generation with Multi-Perspective Attention MechanismIEEE International Conference on Computer Vision (ICCV), 2023 Chongyang Zhong Lei Hu Zihao Zhang Shihong Xia 225 94 0 02 Sep 2023
FastPoseGait: A Toolbox and Benchmark for Efficient Pose-based Gait Recognition Shibei Meng Yang Fu Saihui Hou Chunshui Cao Xu Liu Yongzhen Huang CVBM 177 5 0 02 Sep 2023
A Locality-based Neural Solver for Optical Motion CaptureACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH Asia), 2023 Xiaoyu Pan Bowen Zheng Xinwei Jiang Guanglong Xu Xianli Gu ... Qilong Kou He Wang Tianjia Shao Kun Zhou Xiaogang Jin 174 8 0 01 Sep 2023
Human trajectory prediction using LSTM with Attention mechanism Amin Manafi Soltan Ahmadi Samaneh Hosseini Semnani 93 7 0 01 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 215 13 0 30 Aug 2023
LAC: Latent Action Composition for Skeleton-based Action SegmentationIEEE International Conference on Computer Vision (ICCV), 2023 Di Yang Yaohui Wang A. Dantcheva Quan Kong Lorenzo Garattoni Gianpiero Francesca Francois Bremond 471 18 0 28 Aug 2023
GKGNet: Group K-Nearest Neighbor based Graph Convolutional Network for Multi-Label Image RecognitionEuropean Conference on Computer Vision (ECCV), 2023 Ruijie Yao Sheng Jin Lumin Xu Wang Zeng Wentao Liu Chao Qian Ping Luo Ji Wu 243 6 0 28 Aug 2023
Prior-guided Source-free Domain Adaptation for Human Pose EstimationIEEE International Conference on Computer Vision (ICCV), 2023 Dripta S. Raychaudhuri Calvin-Khang Ta Arindam Dutta Rohit Lal Amit K. Roy-Chowdhury TTA 3DH 187 17 0 26 Aug 2023
DD-GCN: Directed Diffusion Graph Convolutional Network for Skeleton-based Human Action RecognitionIEEE International Conference on Multimedia and Expo (ICME), 2023 Chang Li Qian Huang Yingchi Mao GNN 89 14 0 24 Aug 2023