Channel-wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition

26 July 2021

Bing Li

Papers citing "Channel-wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition"

50 / 200 papers shown

Title
Generative Sign-description Prompts with Multi-positive Contrastive Learning for Sign Language Recognition Siyu Liang Yunan Li Wentian Xin Huizhou Chen Xujie Liu Kang Liu Qiguang Miao 20 0 0 05 May 2025
MVHumanNet++: A Large-scale Dataset of Multi-view Daily Dressing Human Captures with Richer Annotations for 3D Human Digitization Chenghong Li Hongjie Liao Yihao Zhi Xihe Yang Zhengwentai Sun Jiahao Chang Shuguang Cui Xiaoguang Han 3DH 42 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
Shopformer: Transformer-Based Framework for Detecting Shoplifting via Human Pose Narges Rashvand Ghazal Alinezhad Noghre Armin Danesh Pazho B. R. Ardabili Hamed Tabkhi ViT 24 0 0 28 Apr 2025
POET: Prompt Offset Tuning for Continual Human Action Adaptation Prachi Garg Joseph K J V. Balasubramanian Necati Cihan Camgöz Chengde Wan Kenrick Kin Weiguang Si Shugao Ma Fernando De la Torre 51 0 0 25 Apr 2025
SkeletonX: Data-Efficient Skeleton-based Action Recognition via Cross-sample Feature Aggregation Zongye Zhang Wenrui Cai Qingjie Liu Y. Wang 32 0 0 16 Apr 2025
HGMamba: Enhancing 3D Human Pose Estimation with a HyperGCN-Mamba Network Hu Cui Tessai Hayama 3DH 37 0 0 09 Apr 2025
PvNeXt: Rethinking Network Design and Temporal Motion for Point Cloud Video Recognition Jie Wang Tingfa Xu Lihe Ding Xinjie Zhang Long Bai Jianan Li 3DPC 48 0 0 07 Apr 2025
Towards Generalizing Temporal Action Segmentation to Unseen Views Emad Bahrami Olga Zatsarynna Gianpiero Francesca Juergen Gall EgoV 38 0 0 03 Apr 2025
Dual-stream Transformer-GCN Model with Contextualized Representations Learning for Monocular 3D Human Pose Estimation Mingrui Ye Lianping Yang Hegui Zhu Zenghao Zheng Xin Wang Yantao Lo ViT 31 0 0 02 Apr 2025
HumanDreamer: Generating Controllable Human-Motion Videos via Decoupled Generation Boyuan Wang Xiaofeng Wang Chaojun Ni Guosheng Zhao Zhiqin Yang ... Yukun Zhou Xinze Chen Guan Huang Lihong Liu Xingang Wang VGen 49 2 0 31 Mar 2025
Action Recognition in Real-World Ambient Assisted Living Environment Vincent Gbouna Zakka Zhuangzhuang Dai Luis J. Manso 34 0 0 29 Mar 2025
Stack Transformer Based Spatial-Temporal Attention Model for Dynamic Multi-Culture Sign Language Recognition Koki Hirooka Abu Saleh Musa Miah Tatsuya Murakami Yuto Akiba Yong Seok Hwang Jungpil Shin SLR 49 0 0 21 Mar 2025
Body-Hand Modality Expertized Networks with Cross-attention for Fine-grained Skeleton Action Recognition Seungyeon Cho Tae-Kyun Kim 36 0 0 19 Mar 2025
VA-AR: Learning Velocity-Aware Action Representations with Mixture of Window Attention Jiangning Wei Lixiong Qin Bo Yu Tianjian Zou Chuhan Yan Dandan Xiao Yang Yu Lan Yang Ke Li Jun Liu 41 0 0 14 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
HyLiFormer: Hyperbolic Linear Attention for Skeleton-based Human Action Recognition Yue Li Haoxuan Qu Mengyuan Liu J. Liu Y. Cai 41 0 0 09 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 46 0 0 08 Jan 2025
CHASE: Learning Convex Hull Adaptive Shift for Skeleton-based Multi-Entity Action Recognition Yuhang Wen Mengyuan Liu Songtao Wu Beichen Ding 33 0 0 31 Dec 2024
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
Understanding Emotional Body Expressions via Large Language Models Haifeng Lu Jiuyi Chen Feng Liang Mingkui Tan Runhao Zeng Xiping Hu 65 0 0 17 Dec 2024
SkelMamba: A State Space Model for Efficient Skeleton Action Recognition of Neurological Disorders N. Martinel Mariano Serrao C. Micheloni 64 1 0 29 Nov 2024
Adaptive Hyper-Graph Convolution Network for Skeleton-based Human Action Recognition with Virtual Connections Youwei Zhou Tianyang Xu Cong Wu Xiaojun Wu J. Kittler 3DH 68 0 0 22 Nov 2024
Neuron: Learning Context-Aware Evolving Representations for Zero-Shot Skeleton Action Recognition Yang Chen Jingcai Guo Song Guo Dacheng Tao 33 0 0 18 Nov 2024
TDSM: Triplet Diffusion for Skeleton-Text Matching in Zero-Shot Action Recognition Jeonghyeok Do Munchurl Kim 42 1 0 16 Nov 2024
A multi-purpose automatic editing system based on lecture semantics for remote education Panwen Hu Rui Huang 16 0 0 07 Nov 2024
Recovering Complete Actions for Cross-dataset Skeleton Action Recognition Hanchao Liu Yujiang Li Tai-Jiang Mu Shi-Min Hu 25 0 0 31 Oct 2024
Idempotent Unsupervised Representation Learning for Skeleton-Based Action Recognition Lilang Lin Lehong Wu Jiahang Zhang Jiaying Liu 20 0 0 27 Oct 2024
Understanding Human Activity with Uncertainty Measure for Novelty in Graph Convolutional Networks Hao Xing Darius Burschka 18 1 0 10 Oct 2024
Understanding Spatio-Temporal Relations in Human-Object Interaction using Pyramid Graph Convolutional Network Hao Xing Darius Burschka 21 11 0 10 Oct 2024
LS-HAR: Language Supervised Human Action Recognition with Salient Fusion, Construction Sites as a Use-Case Mohammad Mahdavian Mohammad Loni Mo Chen Mo Chen 18 0 0 02 Oct 2024
Zero-Shot Skeleton-based Action Recognition with Dual Visual-Text Alignment Jidong Kuang Hongsong Wang Chaolei Han Jie Gui 21 1 0 22 Sep 2024
ActionPose: Pretraining 3D Human Pose Estimation with the Dark Knowledge of Action Longyun Liao Rong Zheng 3DH 11 0 0 31 Aug 2024
Joint Temporal Pooling for Improving Skeleton-based Action Recognition Shanaka Ramesh Gunasekara Wanqing Li Jack Yang P. Ogunbona 21 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 30 3 0 16 Aug 2024
Prototype Learning for Micro-gesture Classification Guoliang Chen Fei Wang Kun Li Zhiliang Wu Hehe Fan Yi Yang M. Wang Dan Guo 34 3 0 06 Aug 2024
Signal-SGN: A Spiking Graph Convolutional Network for Skeletal Action Recognition via Learning Temporal-Frequency Dynamics Naichuan Zheng Hailun Xia Dapeng Liu 16 0 0 03 Aug 2024
Skeleton-Based Action Recognition with Spatial-Structural Graph Convolution Jingyao Wang Emmanuel Bergeret Issam Falih 16 0 0 31 Jul 2024
Skeleton-based Group Activity Recognition via Spatial-Temporal Panoramic Graph Zheng Li Xinle Chang Yueran Li Jingyong Su 29 0 0 28 Jul 2024
Multi-Modality Co-Learning for Efficient Skeleton-based Action Recognition Jinfu Liu C. L. P. Chen Mengyuan Liu 37 11 0 22 Jul 2024
Probing Fine-Grained Action Understanding and Cross-View Generalization of Foundation Models Thinesh Thiyakesan Ponbagavathi Kunyu Peng Alina Roitberg 30 0 0 22 Jul 2024
LORTSAR: Low-Rank Transformer for Skeleton-based Action Recognition Soroush Oraki Harry Zhuang Jie Liang 36 1 0 19 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 27 5 0 17 Jul 2024
STARS: Self-supervised Tuning for 3D Action Recognition in Skeleton Sequences Soroush Mehraban Mohammad Javad Rajabi Babak Taati 3DPC 22 0 0 15 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 24 0 0 11 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 27 1 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 21 4 0 26 Jun 2024