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
Part-aware Unified Representation of Language and Skeleton for Zero-shot Action Recognition Anqi Zhu Qiuhong Ke Mingming Gong James Bailey 24 6 0 19 Jun 2024
Self-Supervised Skeleton-Based Action Representation Learning: A Benchmark and Beyond Jiahang Zhang Lilang Lin Shuai Yang Jiaying Liu SSL 28 0 0 05 Jun 2024
An Information Compensation Framework for Zero-Shot Skeleton-based Action Recognition Haojun Xu Yanlei Gao Jie Li Xinbo Gao 35 2 0 02 Jun 2024
Vision-Language Meets the Skeleton: Progressively Distillation with Cross-Modal Knowledge for 3D Action Representation Learning Yang Chen Tian He Junfeng Fu Ling Wang Jingcai Guo Hong Cheng VLM 16 2 0 31 May 2024
Cross-Block Fine-Grained Semantic Cascade for Skeleton-Based Sports Action Recognition Zhendong Liu Haifeng Xia Tong Guo Libo Sun Ming Shao Siyu Xia 21 2 0 30 Apr 2024
Enhancing Action Recognition from Low-Quality Skeleton Data via Part-Level Knowledge Distillation Cuiwei Liu Youzhi Jiang Chong Du Zhaokui Li 16 0 0 28 Apr 2024
An Improved Graph Pooling Network for Skeleton-Based Action Recognition Cong Wu Xiao-Jun Wu Tianyang Xu Josef Kittler 19 0 0 25 Apr 2024
HDBN: A Novel Hybrid Dual-branch Network for Robust Skeleton-based Action Recognition Jinfu Liu Baiqiao Yin Jiaying Lin Jiajun Wen Yue Li Mengyuan Liu 29 0 0 24 Apr 2024
HumMUSS: Human Motion Understanding using State Space Models Arnab Kumar Mondal Stefano Alletto Denis Tome 26 4 0 16 Apr 2024
MK-SGN: A Spiking Graph Convolutional Network with Multimodal Fusion and Knowledge Distillation for Skeleton-based Action Recognition Naichuan Zheng Hailun Xia Zeyu Liang 39 0 0 16 Apr 2024
Fine-Grained Side Information Guided Dual-Prompts for Zero-Shot Skeleton Action Recognition Yang Chen Jingcai Guo Tian He Ling Wang 36 6 0 11 Apr 2024
PhysPT: Physics-aware Pretrained Transformer for Estimating Human Dynamics from Monocular Videos Yufei Zhang Jeffrey O. Kephart Zijun Cui Qiang Ji ViT 16 6 0 05 Apr 2024
Multi-Scale Spatial-Temporal Self-Attention Graph Convolutional Networks for Skeleton-based Action Recognition I. Nakamura 14 0 0 03 Apr 2024
LLMs are Good Action Recognizers Haoxuan Qu Yujun Cai Jun Liu 32 15 0 31 Mar 2024
GCN-DevLSTM: Path Development for Skeleton-Based Action Recognition Lei Jiang Weixin Yang Xin Zhang Hao Ni 29 1 0 22 Mar 2024
Dynamic Spatial-Temporal Aggregation for Skeleton-Aware Sign Language Recognition Lianyu Hu Liqing Gao Zekang Liu Wei Feng SLR 30 1 0 19 Mar 2024
Skeleton-Based Human Action Recognition with Noisy Labels Yi Xu Kunyu Peng Di Wen Ruiping Liu Junwei Zheng Yufan Chen Jiaming Zhang Alina Roitberg Kailun Yang Rainer Stiefelhagen NoLa 33 3 0 15 Mar 2024
SkateFormer: Skeletal-Temporal Transformer for Human Action Recognition Jeonghyeok Do Munchurl Kim ViT 24 17 0 14 Mar 2024
Meet JEANIE: a Similarity Measure for 3D Skeleton Sequences via Temporal-Viewpoint Alignment Lei Wang Jun Liu Liang Zheng Tom Gedeon Piotr Koniusz 22 9 0 07 Feb 2024
Learning Mutual Excitation for Hand-to-Hand and Human-to-Human Interaction Recognition Mengyuan Liu C. L. P. Chen Songtao Wu Fanyang Meng Hong Liu 22 2 0 04 Feb 2024
Wavelet-Decoupling Contrastive Enhancement Network for Fine-Grained Skeleton-Based Action Recognition Haochen Chang Jing Chen Yilin Li Jixiang Chen Xiaofeng Zhang 16 2 0 03 Feb 2024
AutoGCN -- Towards Generic Human Activity Recognition with Neural Architecture Search Felix Tempel Inga Strümke Espen Alexander F. Ihlen 19 3 0 02 Feb 2024
Benchmarking Sensitivity of Continual Graph Learning for Skeleton-Based Action Recognition Wei Wei Tom De Schepper Kevin Mets 29 2 0 31 Jan 2024
MV2MAE: Multi-View Video Masked Autoencoders Ketul Shah Robert Crandall Jie Xu Peng Zhou Marian George Mayank Bansal Rama Chellappa 15 0 0 29 Jan 2024
Unsupervised Spatial-Temporal Feature Enrichment and Fidelity Preservation Network for Skeleton based Action Recognition Chuankun Li Shuai Li Yanbo Gao Ping Chen Jian Li Wanqing Li 27 0 0 25 Jan 2024
Explore Human Parsing Modality for Action Recognition Jinfu Liu Runwei Ding Yuhang Wen Nan Dai Fanyang Meng Shen Zhao Mengyuan Liu 20 6 0 04 Jan 2024
Skeleton2vec: A Self-supervised Learning Framework with Contextualized Target Representations for Skeleton Sequence Ruizhuo Xu Linzhi Huang Mei Wang Jiani Hu Weihong Deng ViT MedIm 27 1 0 01 Jan 2024
A Two-stream Hybrid CNN-Transformer Network for Skeleton-based Human Interaction Recognition Ruoqi Yin Jianqin Yin ViT 29 1 0 31 Dec 2023
Inter-X: Towards Versatile Human-Human Interaction Analysis Liang Xu Xintao Lv Yichao Yan Xin Jin Shuwen Wu ... Fengyun Rao Xingdong Sheng Yunhui Liu Wenjun Zeng Xiaokang Yang 18 25 0 26 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
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 29 5 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 37 3 0 10 Dec 2023
DVANet: Disentangling View and Action Features for Multi-View Action Recognition Nyle Siddiqui Praveen Tirupattur Mubarak Shah ViT 16 18 0 10 Dec 2023
STEP CATFormer: Spatial-Temporal Effective Body-Part Cross Attention Transformer for Skeleton-based Action Recognition Nguyen Huu Bao Long ViT 29 11 0 06 Dec 2023
MVHumanNet: A Large-scale Dataset of Multi-view Daily Dressing Human Captures Zhangyang Xiong Chenghong Li Kenkun Liu Hongjie Liao Jianqiao Hu ... Lingteng Qiu Chongjie Wang Shijie Wang Shuguang Cui Xiaoguang Han 3DH 13 3 0 05 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 23 14 0 04 Dec 2023
Dynamic Dense Graph Convolutional Network for Skeleton-based Human Motion Prediction Xinshun Wang Wanying Zhang Can Wang Yuan Gao Mengyuan Liu 3DH GNN 30 32 0 29 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 6 0 0 24 Nov 2023
A Single 2D Pose with Context is Worth Hundreds for 3D Human Pose Estimation Qi-jun Zhao Ce Zheng Mengyuan Liu C. L. P. Chen 24 14 0 06 Nov 2023
Holistic Representation Learning for Multitask Trajectory Anomaly Detection Alexandros Stergiou B. D. Weerdt Nikos Deligiannis 19 8 0 03 Nov 2023
MotionAGFormer: Enhancing 3D Human Pose Estimation with a Transformer-GCNFormer Network Soroush Mehraban Vida Adeli Babak Taati ViT 17 40 0 25 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 27 3 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 19 2 0 16 Oct 2023
3DYoga90: A Hierarchical Video Dataset for Yoga Pose Understanding Seonok Kim 8 0 0 16 Oct 2023
Position and Orientation-Aware One-Shot Learning for Medical Action Recognition from Signal Data Leiyu Xie Yuxing Yang Zeyu Fu S. M. Naqvi ViT 28 1 0 27 Sep 2023
LAPP: Layer Adaptive Progressive Pruning for Compressing CNNs from Scratch P. Zhai K. Guo F. Liu Xiaofen Xing Xiangmin Xu 8 3 0 25 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 23 1 0 20 Sep 2023
Action Segmentation Using 2D Skeleton Heatmaps and Multi-Modality Fusion Syed Waleed Hyder Muhammad Usama Anas Zafar Muhammad Naufil Fawad Javed Fateh Andrey Konin M. Zia Quoc-Huy Tran 9 4 0 12 Sep 2023
SCD-Net: Spatiotemporal Clues Disentanglement Network for Self-supervised Skeleton-based Action Recognition Cong Wu Xiaojun Wu Josef Kittler Tianyang Xu Sara Atito Muhammad Awais Zhenhua Feng 22 1 0 11 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 25 3 0 30 Aug 2023