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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
Computer-Aided Fall Recognition Using a Three-Stream Spatial-Temporal GCN Model with Adaptive Feature Aggregation Jungpil Shin Abu Saleh Musa Miah Rei Egawa1 Koki Hirooka Md. Al-Hasan Yoichi Tomioka Yong Seok Hwang OOD 133 2 0 22 Aug 2024
Continual Gesture Learning without Data via Synthetic Feature Sampling Zhenyu Lu Hao Tang SLR 239 0 0 21 Aug 2024
SHARP: Segmentation of Hands and Arms by Range using Pseudo-Depth for Enhanced Egocentric 3D Hand Pose Estimation and Action RecognitionInternational Conference on Pattern Recognition (ICPR), 2024 Wiktor Mucha Michael Wray M. Kampel 183 0 0 19 Aug 2024
Enhancing ASL Recognition with GCNs and Successive Residual ConnectionsInternational Conference on Pattern Recognition (ICPR), 2024 Ushnish Sarkar Archisman Chakraborti Tapas Samanta Sarbajit Pal Amitabha Das 82 1 0 18 Aug 2024
Joint Temporal Pooling for Improving Skeleton-based Action RecognitionInternational Conference on Digital Image Computing: Techniques and Applications (DICTA), 2023 Shanaka Ramesh Gunasekara Wanqing Li Jack Yang P. Ogunbona 175 3 0 18 Aug 2024
Towards Physical World Backdoor Attacks against Skeleton Action RecognitionEuropean Conference on Computer Vision (ECCV), 2024 Qichen Zheng Yi Yu Siyuan Yang Jun Liu Kwok-Yan Lam Alex C. Kot AAML 231 7 0 16 Aug 2024
Scaling up Multimodal Pre-training for Sign Language UnderstandingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Wengang Zhou Weichao Zhao Hezhen Hu Zecheng Li Houqiang Li SLR 203 11 0 16 Aug 2024
A Methodological and Structural Review of Hand Gesture Recognition Across Diverse Data ModalitiesIEEE Access (IEEE Access), 2024 Jungpil Shin Abu Saleh Musa Miah Md. Humaun Kabir M. Rahim Abdullah Al Shiam 215 40 0 10 Aug 2024
EPAM-Net: An Efficient Pose-driven Attention-guided Multimodal Network for Video Action Recognition Ahmed Abdelkawy Asem A. Ali Asem Ali 3DPC 321 4 0 10 Aug 2024
Prototype Learning for Micro-gesture Classification Guoliang Chen Fei Wang Kun Li Zhiliang Wu Hehe Fan Yi Yang Ming Wang Dan Guo 254 15 0 06 Aug 2024
RICA2: Rubric-Informed, Calibrated Assessment of ActionsEuropean Conference on Computer Vision (ECCV), 2024 Abrar Majeedi Viswanatha Reddy Gajjala Satya Sai Srinath Namburi Gnvv Yin Li CML 416 11 0 04 Aug 2024
Signal-SGN: A Spiking Graph Convolutional Network for Skeletal Action Recognition via Learning Temporal-Frequency Dynamics Naichuan Zheng Hailun Xia Hailun Xia Zeyu Liang 398 0 0 03 Aug 2024
Skeleton-Based Action Recognition with Spatial-Structural Graph Convolution Jingyao Wang Emmanuel Bergeret Issam Falih 123 7 0 31 Jul 2024
A Plug-and-Play Method for Rare Human-Object Interactions Detection by Bridging Domain Gap Lijun Zhang Wei Suo Yiyan Qi Yanning Zhang 277 10 0 31 Jul 2024
Adversarial Robustness in RGB-Skeleton Action Recognition: Leveraging Attention Modality Reweighter Chao Liu Xin Liu Zi-jian Yu Yonghong Hou Huanjing Yue Jingyu Yang AAML 226 1 0 29 Jul 2024
Skeleton-based Group Activity Recognition via Spatial-Temporal Panoramic GraphEuropean Conference on Computer Vision (ECCV), 2024 Zheng Li Xinle Chang Yueran Li Jingyong Su 210 11 0 28 Jul 2024
Babel: A Scalable Pre-trained Model for Multi-Modal Sensing via Expandable Modality Alignment Shenghong Dai Shiqi Jiang Yifan Yang Ting Cao Mo Li Suman Banerjee Lili Qiu 157 0 0 25 Jul 2024
3D-UGCN: A Unified Graph Convolutional Network for Robust 3D Human Pose Estimation from Monocular RGB Images Jie Zhao Jianing Li Weihan Chen Wentong Wang Pengfei Yuan Xu Zhang Deshu Peng 3DH 77 0 0 23 Jul 2024
Multi-Modality Co-Learning for Efficient Skeleton-based Action Recognition Jinfu Liu Chong Chen Mengyuan Liu 392 26 0 22 Jul 2024
Domain-Adaptive 2D Human Pose Estimation via Dual Teachers in Extremely Low-Light Conditions Yihao Ai Yifei Qi Bo Wang Yu-Feng Cheng Xinchao Wang Robby T. Tan 337 6 0 22 Jul 2024
Chronologically Accurate Retrieval for Temporal Grounding of Motion-Language Models Kent Fujiwara Mikihiro Tanaka Qing Yu 195 7 0 22 Jul 2024
A Comprehensive Review of Few-shot Action Recognition Yuyang Wanyan Xiaoshan Yang Weiming Dong Changsheng Xu VLM 478 13 0 20 Jul 2024
LORTSAR: Low-Rank Transformer for Skeleton-based Action Recognition Soroush Oraki Harry Zhuang Jie Liang 135 2 0 19 Jul 2024
Hierarchical Windowed Graph Attention Network and a Large Scale Dataset for Isolated Indian Sign Language Recognition Suvajit Patra Arkadip Maitra Megha Tiwari K. Kumaran Swathy Prabhu Swami Punyeshwarananda Soumitra Samanta 169 13 0 19 Jul 2024
SA-DVAE: Improving Zero-Shot Skeleton-Based Action Recognition by Disentangled Variational Autoencoders Sheng-Wei Li Zi-Xiang Wei Wei-Jie Chen Yi-Hsin Yu Chih-Yuan Yang Jane Yung-jen Hsu DRL 295 13 0 18 Jul 2024
Frequency Guidance Matters: Skeletal Action Recognition by Frequency-Aware Mixed Transformer Wenhan Wu Ce Zheng Zihao Yang Chong Chen Srijan Das Aidong Lu ViT 306 14 0 17 Jul 2024
Shap-Mix: Shapley Value Guided Mixing for Long-Tailed Skeleton Based Action Recognition Jiahang Zhang Lilang Lin Jiaying Liu 249 9 0 17 Jul 2024
Boosting Adversarial Transferability for Skeleton-based Action Recognition via Exploring the Model Posterior Space Yunfeng Diao Baiqi Wu Ruixuan Zhang Xun Yang Meng Wang He Wang 232 0 0 11 Jul 2024
Masked Video and Body-worn IMU Autoencoder for Egocentric Action Recognition Mingfang Zhang Yifei Huang Ruicong Liu Yoichi Sato 193 16 0 09 Jul 2024
MMAD: Multi-label Micro-Action Detection in Videos Kun Li Pengyu Liu D. Guo Guoliang Chen Zhiliang Wu Hehe Fan Meng Wang 440 18 0 07 Jul 2024
Graph and Skipped Transformer: Exploiting Spatial and Temporal Modeling Capacities for Efficient 3D Human Pose Estimation Mengmeng Cui Kunbo Zhang Zhenan Sun ViT 194 0 0 03 Jul 2024
Mask and Compress: Efficient Skeleton-based Action Recognition in Continual Learning Matteo Mosconi Andriy Sorokin Aniello Panariello Angelo Porrello Jacopo Bonato Marco Cotogni Luigi Sabetta Simone Calderara Rita Cucchiara CLL 225 2 0 01 Jul 2024
TransferAttn: Transferable-guided Attention Is All You Need for Video Domain Adaptation Andre Sacilotti Samuel Felipe dos Santos Andrii Zadaianchuk Jurandy Almeida ViT 217 3 0 01 Jul 2024
PointViG: A Lightweight GNN-based Model for Efficient Point Cloud Analysis Qiang Zheng Yafei Qi Chen Wang Chao Zhang Jian Sun 3DPC 339 3 0 01 Jul 2024
Graph in Graph Neural Network Jiongshu Wang Jing Yang Jiankang Deng Hatice Gunes Siyang Song GNN 200 2 0 30 Jun 2024
Expressive Keypoints for Skeleton-based Action Recognition via Skeleton Transformation Yijie Yang Jinlu Zhang Jiaxu Zhang Zhigang Tu 191 9 0 26 Jun 2024
Using joint angles based on the international biomechanical standards for human action recognition and related tasks Kevin Schlegel Lei Jiang Hao Ni 109 2 0 25 Jun 2024
Part-aware Unified Representation of Language and Skeleton for Zero-shot Action RecognitionComputer Vision and Pattern Recognition (CVPR), 2024 Anqi Zhu Qiuhong Ke Mingming Gong James Bailey 179 21 0 19 Jun 2024
Semantic Graph Consistency: Going Beyond Patches for Regularizing Self-Supervised Vision Transformers Chaitanya Devaguptapu Sumukh K. Aithal Shrinivas Ramasubramanian Moyuru Yamada Manohar Kaul ViT 285 0 0 18 Jun 2024
Learning Iterative Reasoning through Energy Diffusion Yilun Du Jiayuan Mao Joshua B. Tenenbaum LRM PINN 316 21 0 17 Jun 2024
Self-Supervised Representation Learning with Spatial-Temporal Consistency for Sign Language RecognitionIEEE Transactions on Image Processing (TIP), 2024 Weichao Zhao Wengang Zhou Hezhen Hu Min Wang Houqiang Li SLR 270 12 0 15 Jun 2024
Pre-Training Identification of Graph Winning Tickets in Adaptive Spatial-Temporal Graph Neural Networks Wenying Duan Tianxiang Fang Hong Rao Xiaoxi He 184 2 0 12 Jun 2024
SMART: Scene-motion-aware human action recognition framework for mental disorder groupIEEE Internet of Things Journal (IEEE IoT J.), 2024 Zengyuan Lai Jiarui Yang Songpengcheng Xia Qi Wu Zhen Sun Wenxian Yu Ling Pei 220 3 0 07 Jun 2024
DA-Flow: Dual Attention Normalizing Flow for Skeleton-based Video Anomaly Detection Ruituo Wu Yang Chen Jian Xiao Bing Li Jicong Fan Frédéric Dufaux Ce Zhu Yipeng Liu 189 3 0 05 Jun 2024
Self-Supervised Skeleton-Based Action Representation Learning: A Benchmark and Beyond Jiahang Zhang Lilang Lin Shuai Yang Jiaying Liu SSL 356 0 0 05 Jun 2024
Continuous Geometry-Aware Graph Diffusion via Hyperbolic Neural PDE Jiaxu Liu Xinping Yi Sihao Wu Xiangyu Yin Tianle Zhang Xiaowei Huang Shi Jin 315 1 0 03 Jun 2024
3D WholeBody Pose Estimation based on Semantic Graph Attention Network and Distance Information Sihan Wen Xiantan Zhu Zhiming Tan 3DH 259 2 0 03 Jun 2024
An Information Compensation Framework for Zero-Shot Skeleton-based Action Recognition Haojun Xu Yanlei Gao Jie Li Xinbo Gao 221 5 0 02 Jun 2024
Anomaly Detection in Dynamic Graphs: A Comprehensive Survey Ocheme Anthony Ekle William Eberle AI4TS 283 37 0 31 May 2024
MASA: Motion-aware Masked Autoencoder with Semantic Alignment for Sign Language Recognition Weichao Zhao Hezhen Hu Wen-gang Zhou Yunyao Mao Min Wang Houqiang Li SLR 178 20 0 31 May 2024

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Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition

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