Skeleton-based Action Recognition with Convolutional Neural Networks

25 April 2017

Papers citing "Skeleton-based Action Recognition with Convolutional Neural Networks"

50 / 92 papers shown

Title
Extended multi-stream temporal-attention module for skeleton-based human action recognition (HAR) Faisal Mehmood Xin Guo Enqing Chen Muhammad Azeem Akbar A. Khan Sami Ullah 28 4 0 10 Nov 2024
EPAM-Net: An Efficient Pose-driven Attention-guided Multimodal Network for Video Action Recognition Ahmed Abdelkawy Asem A. Ali Asem Ali 3DPC 31 0 0 10 Aug 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 42 1 0 01 Jul 2024
Deep video representation learning: a survey Elham Ravanbakhsh Yongqing Liang J. Ramanujam Xin Li 49 3 0 10 May 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 37 1 0 01 Jan 2024
A Two-stream Hybrid CNN-Transformer Network for Skeleton-based Human Interaction Recognition Ruoqi Yin Jianqin Yin ViT 42 4 0 31 Dec 2023
SHaRPose: Sparse High-Resolution Representation for Human Pose Estimation Xiaoqi An Lin Zhao Chen Gong Nannan Wang Di Wang Jian Yang 3DH ViT 33 7 0 17 Dec 2023
Masked Motion Predictors are Strong 3D Action Representation Learners Yunyao Mao Jiajun Deng Wen-gang Zhou Yao Fang Wanli Ouyang Houqiang Li 3DPC 24 32 0 14 Aug 2023
One-Shot Action Recognition via Multi-Scale Spatial-Temporal Skeleton Matching Siyuan Yang Jun Liu Shijian Lu Er Meng Hwa Alex C. Kot 47 11 0 14 Jul 2023
Multi-Dimensional Refinement Graph Convolutional Network with Robust Decouple Loss for Fine-Grained Skeleton-Based Action Recognition Shengyuan Liu Yuanyuan Ding Jin-Rong Zhang Kaiyuan Liu Sihan Zhang Feilong Wang Gao Huang 29 1 0 27 Jun 2023
A Closer Look at Geometric Temporal Dynamics for Face Anti-Spoofing Chih-Jung Chang Yaw-Chern Lee Shih-Hsuan Yao Min-Hung Chen Chien-Yi Wang S. Lai Trista Pei-chun Chen CVBM 35 3 0 25 Jun 2023
Is end-to-end learning enough for fitness activity recognition? Antoine Mercier Guillaume Berger Sunny Panchal Florian Letsch Cornelius Boehm Nahua Kang Ingo Bax Roland Memisevic 28 2 0 14 May 2023
Cross-Stream Contrastive Learning for Self-Supervised Skeleton-Based Action Recognition Sergio Valcarcel Macua Yongqiang Tang Zhizhong Zhang Wensheng Zhang 35 10 0 03 May 2023
Part Aware Contrastive Learning for Self-Supervised Action Recognition Yilei Hua Wenhan Wu Ce Zheng Aidong Lu Mengyuan Liu Chong Chen Shiqian Wu SSL 105 35 0 01 May 2023
TSGCNeXt: Dynamic-Static Multi-Graph Convolution for Efficient Skeleton-Based Action Recognition with Long-term Learning Potential Dongjingdin Liu Pengpeng Chen Miao Yao Yijingxiu Lu Zijie Cai Yuxin Tian 32 7 0 23 Apr 2023
Self-Supervised 3D Action Representation Learning with Skeleton Cloud Colorization Siyuan Yang Jun Liu Shijian Lu Er Meng Hwa Yongjian Hu Alex C. Kot 3DPC 3DH 35 16 0 18 Apr 2023
Pyramid Self-attention Polymerization Learning for Semi-supervised Skeleton-based Action Recognition Binqian Xu Xiangbo Shu 32 42 0 05 Feb 2023
Spatiotemporal Decouple-and-Squeeze Contrastive Learning for Semi-Supervised Skeleton-based Action Recognition Binqian Xu Xiangbo Shu 15 55 0 05 Feb 2023
Skeleton-based Human Action Recognition via Convolutional Neural Networks (CNN) Ayman Ali Ekkasit Pinyoanuntapong Pu Wang Mohsen Dorodchi 3DH 20 10 0 31 Jan 2023
Focal and Global Spatial-Temporal Transformer for Skeleton-based Action Recognition Zhimin Gao Peitao Wang Pei Lv Xiaoheng Jiang Qi-dong Liu Pichao Wang Mingliang Xu Wanqing Li ViT 52 27 0 06 Oct 2022
Shifting Perspective to See Difference: A Novel Multi-View Method for Skeleton based Action Recognition Ruijie Hou Yanran Li Ningyu Zhang Yulin Zhou Xiaosong Yang Zhao Wang 25 10 0 07 Sep 2022
Collaborating Domain-shared and Target-specific Feature Clustering for Cross-domain 3D Action Recognition Qinying Liu Zilei Wang 26 9 0 20 Jul 2022
Hierarchically Self-Supervised Transformer for Human Skeleton Representation Learning Yuxiao Chen Long Zhao Jianbo Yuan Yu Tian Zhaoyang Xia Shijie Geng Ligong Han Dimitris N. Metaxas ViT 21 32 0 20 Jul 2022
Skeletal Human Action Recognition using Hybrid Attention based Graph Convolutional Network Hao Xing Darius Burschka GNN 3DH 27 7 0 12 Jul 2022
Multi-Scale Spatial Temporal Graph Convolutional Network for Skeleton-Based Action Recognition Zhan Chen Sicheng Li Bing Yang Qinghan Li Hong Liu 35 255 0 27 Jun 2022
Skeleton-based Action Recognition via Temporal-Channel Aggregation Shengqin Wang Yongji Zhang M. Zhao Hong Qi Kai Wang Fenglin Wei Yu-Gang Jiang 41 23 0 31 May 2022
Unsupervised Human Action Recognition with Skeletal Graph Laplacian and Self-Supervised Viewpoints Invariance Giancarlo Paoletti Jacopo Cavazza Cigdem Beyan Alessio Del Bue SSL 48 18 0 21 Apr 2022
HAA4D: Few-Shot Human Atomic Action Recognition via 3D Spatio-Temporal Skeletal Alignment Mu-Ruei Tseng Abhishek Gupta Chi-Keung Tang Yu-Wing Tai 3DH 33 7 0 15 Feb 2022
Joint-bone Fusion Graph Convolutional Network for Semi-supervised Skeleton Action Recognition Zhigang Tu Jiaxu Zhang Hongyan Li Yujin Chen Junsong Yuan 35 76 0 08 Feb 2022
Bootstrapped Representation Learning for Skeleton-Based Action Recognition Olivier Moliner Sangxia Huang Kalle Åström SSL 35 13 0 04 Feb 2022
Spatio-Temporal Tuples Transformer for Skeleton-Based Action Recognition Helei Qiu B. Hou Bo Ren Xiaohua Zhang ViT 27 47 0 08 Jan 2022
Expansion-Squeeze-Excitation Fusion Network for Elderly Activity Recognition Xiangbo Shu Jiawen Yang Rui Yan Yan Song 23 147 0 21 Dec 2021
Self-attention based anchor proposal for skeleton-based action recognition Rui Hou Zhao Wang 21 3 0 17 Dec 2021
Decoupling and Recoupling Spatiotemporal Representation for RGB-D-based Motion Recognition Benjia Zhou Pichao Wang Jun Wan Yanyan Liang Fan Wang Du Zhang Zhen Lei Hao Li Rong Jin 36 29 0 16 Dec 2021
Topology-aware Convolutional Neural Network for Efficient Skeleton-based Action Recognition Kailin Xu Fanfan Ye Qiaoyong Zhong Di Xie 33 121 0 08 Dec 2021
Action Recognition with Domain Invariant Features of Skeleton Image Han Chen Yifan Jiang Hanseok Ko 76 3 0 19 Nov 2021
Multi-Scale Semantics-Guided Neural Networks for Efficient Skeleton-Based Human Action Recognition Pengfei Zhang Cuiling Lan Wenjun Zeng Junliang Xing Jianru Xue Nanning Zheng 35 6 0 07 Nov 2021
Skeleton-Based Mutually Assisted Interacted Object Localization and Human Action Recognition Liang Xu Cuiling Lan Wenjun Zeng Cewu Lu 16 24 0 28 Oct 2021
Learning an Augmented RGB Representation with Cross-Modal Knowledge Distillation for Action Detection Rui Dai Srijan Das F. Brémond 48 39 0 08 Aug 2021
Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning Siyuan Yang Jun Liu Shijian Lu Meng Hwa Er Alex C. Kot 3DH 3DPC 41 91 0 04 Aug 2021
Constructing Stronger and Faster Baselines for Skeleton-based Action Recognition Yisheng Song Zhang Zhang Caifeng Shan Liang Wang 39 281 0 29 Jun 2021
3D Human Action Representation Learning via Cross-View Consistency Pursuit Linguo Li Minsi Wang Bingbing Ni Hang Wang Jiancheng Yang Wenjun Zhang 141 157 0 29 Apr 2021
Recognizing Actions in Videos from Unseen Viewpoints A. Piergiovanni Michael S. Ryoo 27 25 0 30 Mar 2021
AdaSGN: Adapting Joint Number and Model Size for Efficient Skeleton-Based Action Recognition Lei Shi Yifan Zhang Jian Cheng Hanqing Lu 30 46 0 22 Mar 2021
Adversarial Interaction Attack: Fooling AI to Misinterpret Human Intentions Nodens Koren Qiuhong Ke Yisen Wang James Bailey Xingjun Ma AAML 14 1 0 17 Jan 2021
Skeleton-DML: Deep Metric Learning for Skeleton-Based One-Shot Action Recognition Raphael Memmesheimer Simon Häring Nick Theisen Dietrich Paulus 42 36 0 26 Dec 2020
Spatio-Temporal Inception Graph Convolutional Networks for Skeleton-Based Action Recognition Zhen Huang Xu Shen Xinmei Tian Houqiang Li Jianqiang Huang Xiansheng Hua GNN 34 56 0 26 Nov 2020
Progressive Spatio-Temporal Graph Convolutional Network for Skeleton-Based Human Action Recognition Negar Heidari Alexandros Iosifidis GNN 3DH 33 14 0 11 Nov 2020
On the spatial attention in Spatio-Temporal Graph Convolutional Networks for skeleton-based human action recognition Negar Heidari Alexandros Iosifidis GNN 19 12 0 07 Nov 2020
Temporal Attention-Augmented Graph Convolutional Network for Efficient Skeleton-Based Human Action Recognition Negar Heidari Alexandros Iosifidis GNN 37 30 0 23 Oct 2020