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
Physics Augmented Tuple Transformer for Autism Severity Level Detection Chinthaka Ranasingha Harshala Gammulle Tharindu Fernando S. Sridharan Clinton Fookes 19 0 0 27 Sep 2024
EgoLM: Multi-Modal Language Model of Egocentric Motions Fangzhou Hong Vladimir Guzov Hyo Jin Kim Yuting Ye Richard A. Newcombe Ziwei Liu Lingni Ma 32 5 0 26 Sep 2024
A vision-based framework for human behavior understanding in industrial assembly lines Konstantinos Papoutsakis Nikolaos Bakalos Konstantinos Fragkoulis Athena Zacharia Georgia Kapetadimitri Maria Pateraki 29 1 0 25 Sep 2024
Zero-Shot Skeleton-based Action Recognition with Dual Visual-Text Alignment Jidong Kuang Hongsong Wang Chaolei Han Jie Gui 37 1 0 22 Sep 2024
Benchmarking Reliability of Deep Learning Models for Pathological Gait Classification Abhishek Jaiswal Nisheeth Srivastava 21 0 0 20 Sep 2024
RoMo: A Robust Solver for Full-body Unlabeled Optical Motion Capture Xiaoyu Pan Bowen Zheng Xinwei Jiang Zijiao Zeng Qilong Kou He Wang Xiaogang Jin 18 1 0 18 Sep 2024
ReL-SAR: Representation Learning for Skeleton Action Recognition with Convolutional Transformers and BYOL Safwen Naimi W. Bouachir Guillaume-Alexandre Bilodeau ViT 34 3 0 09 Sep 2024
Unveiling Context-Related Anomalies: Knowledge Graph Empowered Decoupling of Scene and Action for Human-Related Video Anomaly Detection Chenglizhao Chen Xinyu Liu Mengke Song Luming Li Xu Yu Shanchen Pang 36 0 0 05 Sep 2024
ActionPose: Pretraining 3D Human Pose Estimation with the Dark Knowledge of Action Longyun Liao Rong Zheng 3DH 24 0 0 31 Aug 2024
Learning Co-Speech Gesture Representations in Dialogue through Contrastive Learning: An Intrinsic Evaluation E. Ghaleb Bulat Khaertdinov Wim Pouw Marlou Rasenberg Judith Holler Aslı Özyürek Raquel Fernández SSL 25 1 0 31 Aug 2024
ToddlerAct: A Toddler Action Recognition Dataset for Gross Motor Development Assessment Hsiang-Wei Huang Jiacheng Sun Cheng-Yen Yang Zhongyu Jiang Li-Yu Huang Jenq-Neng Hwang Yu-Ching Yeh 22 0 0 31 Aug 2024
GMFL-Net: A Global Multi-geometric Feature Learning Network for Repetitive Action Counting Jun Li Jinying Wu Qiming Li Feifei Guo 33 0 0 31 Aug 2024
Empowering Sign Language Communication: Integrating Sentiment and Semantics for Facial Expression Synthesis Rafael Azevedo Thiago M. Coutinho Joao Klock Ferreira Thiago L. Gomes Erickson R. Nascimento SLR 33 5 0 27 Aug 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 25 0 0 26 Aug 2024
Hierarchical Network Fusion for Multi-Modal Electron Micrograph Representation Learning with Foundational Large Language Models Sakhinana Sagar Srinivas Geethan Sannidhi Venkataramana Runkana 30 0 0 24 Aug 2024
HabitAction: A Video Dataset for Human Habitual Behavior Recognition Hongwu Li Zhenliang Zhang Wei Wang 18 0 0 24 Aug 2024
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 40 0 0 22 Aug 2024
SHARP: Segmentation of Hands and Arms by Range using Pseudo-Depth for Enhanced Egocentric 3D Hand Pose Estimation and Action Recognition Wiktor Mucha Michael Wray M. Kampel 17 0 0 19 Aug 2024
Enhancing ASL Recognition with GCNs and Successive Residual Connections Ushnish Sarkar Archisman Chakraborti Tapas Samanta Sarbajit Pal Amitabha Das 14 1 0 18 Aug 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
Towards Physical World Backdoor Attacks against Skeleton Action Recognition Qichen Zheng Yi Yu Siyuan Yang Jun Liu Kwok-Yan Lam Alex C. Kot AAML 38 3 0 16 Aug 2024
Scaling up Multimodal Pre-training for Sign Language Understanding Wengang Zhou Weichao Zhao Hezhen Hu Zecheng Li Houqiang Li SLR 29 3 0 16 Aug 2024
A Methodological and Structural Review of Hand Gesture Recognition Across Diverse Data Modalities Jungpil Shin Abu Saleh Musa Miah Md. Humaun Kabir M. Rahim Abdullah Al Shiam 31 12 0 10 Aug 2024
EPAM-Net: An Efficient Pose-driven Attention-guided Multimodal Network for Video Action Recognition Ahmed Abdelkawy Asem A. Ali Aly A. Farag 3DPC 26 0 0 10 Aug 2024
Prototype Learning for Micro-gesture Classification Guoliang Chen Fei Wang Kun Li Zhiliang Wu Hehe Fan Yi Yang M. Wang Dan Guo 40 4 0 06 Aug 2024
RICA2: Rubric-Informed, Calibrated Assessment of Actions Abrar Majeedi Viswanatha Reddy Gajjala Satya Sai Srinath Namburi Gnvv Yin Li CML 26 2 0 04 Aug 2024
Signal-SGN: A Spiking Graph Convolutional Network for Skeletal Action Recognition via Learning Temporal-Frequency Dynamics Naichuan Zheng Hailun Xia Dapeng Liu 21 0 0 03 Aug 2024
Skeleton-Based Action Recognition with Spatial-Structural Graph Convolution Jingyao Wang Emmanuel Bergeret Issam Falih 24 1 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 27 2 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 30 0 0 29 Jul 2024
Skeleton-based Group Activity Recognition via Spatial-Temporal Panoramic Graph Zheng Li Xinle Chang Yueran Li Jingyong Su 40 0 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 47 2 0 25 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
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 27 2 0 22 Jul 2024
Chronologically Accurate Retrieval for Temporal Grounding of Motion-Language Models Kent Fujiwara Mikihiro Tanaka Qing Yu 42 2 0 22 Jul 2024
A Comprehensive Review of Few-shot Action Recognition Yuyang Wanyan Xiaoshan Yang Weiming Dong Changsheng Xu VLM 61 3 0 20 Jul 2024
LORTSAR: Low-Rank Transformer for Skeleton-based Action Recognition Soroush Oraki Harry Zhuang Jie Liang 49 1 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 22 3 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 39 3 0 18 Jul 2024
Frequency Guidance Matters: Skeletal Action Recognition by Frequency-Aware Mixed Transformer Wenhan Wu Ce Zheng Zihao Yang C. L. P. Chen Srijan Das Aidong Lu ViT 25 2 0 17 Jul 2024
Shap-Mix: Shapley Value Guided Mixing for Long-Tailed Skeleton Based Action Recognition Jiahang Zhang Lilang Lin Jiaying Liu 29 5 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 29 0 0 11 Jul 2024
Masked Video and Body-worn IMU Autoencoder for Egocentric Action Recognition Mingfang Zhang Yifei Huang Ruicong Liu Yoichi Sato 39 4 0 09 Jul 2024
MMAD: Multi-label Micro-Action Detection in Videos Kun Li Pengyu Liu Pengyu Liu Guoliang Chen Zhiliang Wu Hehe Fan Meng Wang 40 7 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 26 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 34 1 0 01 Jul 2024
TransferAttn: Transferable-guided Attention Is All You Need for Video Domain Adaptation Andre Sacilotti Samuel Felipe dos Santos N. Sebe Jurandy Almeida ViT 37 0 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 32 2 0 01 Jul 2024
Graph in Graph Neural Network Jiongshu Wang Jing Yang Jiankang Deng Hatice Gunes Siyang Song GNN 22 1 0 30 Jun 2024
Expressive Keypoints for Skeleton-based Action Recognition via Skeleton Transformation Yijie Yang Jinlu Zhang Jiaxu Zhang Zhigang Tu 27 5 0 26 Jun 2024