View Adaptive Recurrent Neural Networks for High Performance Human Action Recognition from Skeleton Data

24 March 2017

Jianru Xue

Papers citing "View Adaptive Recurrent Neural Networks for High Performance Human Action Recognition from Skeleton Data"

50 / 191 papers shown

Title
Learning Activity View-invariance Under Extreme Viewpoint Changes via Curriculum Knowledge Distillation Arjun Somayazulu E. Mavroudi Changan Chen Lorenzo Torresani Kristen Grauman 25 0 0 07 Apr 2025
Towards Generalizing Temporal Action Segmentation to Unseen Views Emad Bahrami Olga Zatsarynna Gianpiero Francesca Juergen Gall EgoV 46 0 0 03 Apr 2025
MoFM: A Large-Scale Human Motion Foundation Model Mohammadreza Baharani Ghazal Alinezhad Noghre Armin Danesh Pazho Gabriel Maldonado Hamed Tabkhi AI4CE 182 1 0 08 Feb 2025
CHASE: Learning Convex Hull Adaptive Shift for Skeleton-based Multi-Entity Action Recognition Yuhang Wen Mengyuan Liu Songtao Wu Beichen Ding 45 0 0 31 Dec 2024
Designing Semi-Structured Pruning of Graph Convolutional Networks for Skeleton-based Recognition Hichem Sahbi CVBM 77 0 0 16 Dec 2024
TDSM: Triplet Diffusion for Skeleton-Text Matching in Zero-Shot Action Recognition Jeonghyeok Do Munchurl Kim 49 1 0 16 Nov 2024
Human Action Recognition (HAR) Using Skeleton-based Spatial Temporal Relative Transformer Network: ST-RTR Faisal Mehmood Enqing Chen Touqeer Abbas Samah M. Alzanin 36 0 0 31 Oct 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 31 1 0 25 Sep 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 43 3 0 16 Aug 2024
Skeleton-Based Action Recognition with Spatial-Structural Graph Convolution Jingyao Wang Emmanuel Bergeret Issam Falih 29 1 0 31 Jul 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 37 2 0 31 May 2024
Identity-free Artificial Emotional Intelligence via Micro-Gesture Understanding Rong Gao Xin Liu Bohao Xing Zitong Yu Björn W. Schuller Heikki Kälviäinen 57 3 0 21 May 2024
Deep video representation learning: a survey Elham Ravanbakhsh Yongqing Liang J. Ramanujam Xin Li 49 3 0 10 May 2024
Enhancing Action Recognition from Low-Quality Skeleton Data via Part-Level Knowledge Distillation Cuiwei Liu Youzhi Jiang Chong Du Zhaokui Li 29 5 0 28 Apr 2024
Simba: Mamba augmented U-ShiftGCN for Skeletal Action Recognition in Videos S. Chaudhuri Saumik Bhattacharya Mamba 37 9 0 11 Apr 2024
Dynamic Spatial-Temporal Aggregation for Skeleton-Aware Sign Language Recognition Lianyu Hu Liqing Gao Zekang Liu Wei Feng SLR 40 1 0 19 Mar 2024
SkateFormer: Skeletal-Temporal Transformer for Human Action Recognition Jeonghyeok Do Munchurl Kim ViT 43 18 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 33 9 0 07 Feb 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 37 0 0 25 Jan 2024
Collaboratively Self-supervised Video Representation Learning for Action Recognition Jie Zhang Zhifan Wan Lanqing Hu Stephen Lin Shuzhe Wu Shiguang Shan TTA 67 1 0 15 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 35 1 0 01 Jan 2024
A Two-stream Hybrid CNN-Transformer Network for Skeleton-based Human Interaction Recognition Ruoqi Yin Jianqin Yin ViT 40 4 0 31 Dec 2023
One-Shot Multi-Rate Pruning of Graph Convolutional Networks H. Sahbi 33 0 0 29 Dec 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 40 4 0 30 Aug 2023
Local Spherical Harmonics Improve Skeleton-Based Hand Action Recognition Katharina Prasse Steffen Jung Yuxuan Zhou M. Keuper 30 1 0 21 Aug 2023
Interactive Spatiotemporal Token Attention Network for Skeleton-based General Interactive Action Recognition Yuhang Wen Zixuan Tang Yunsheng Pang Beichen Ding Mengyuan Liu 26 21 0 14 Jul 2023
One-Shot Action Recognition via Multi-Scale Spatial-Temporal Skeleton Matching Siyuan Yang Jun Liu Shijian Lu Er Meng Hwa Alex C. Kot 42 11 0 14 Jul 2023
Miniaturized Graph Convolutional Networks with Topologically Consistent Pruning H. Sahbi 22 0 0 30 Jun 2023
Spiking Two-Stream Methods with Unsupervised STDP-based Learning for Action Recognition Mireille el Assal Pierre Tirilly Ioan Marius Bilasco 29 3 0 23 Jun 2023
Efficient Online Processing with Deep Neural Networks Lukas Hedegaard 26 0 0 23 Jun 2023
Learning Fine-grained View-Invariant Representations from Unpaired Ego-Exo Videos via Temporal Alignment Zihui Xue Kristen Grauman EgoV 38 31 0 08 Jun 2023
Budget-Aware Graph Convolutional Network Design using Probabilistic Magnitude Pruning H. Sahbi 21 0 0 30 May 2023
Overcoming Topology Agnosticism: Enhancing Skeleton-Based Action Recognition through Redefined Skeletal Topology Awareness Yuxuan Zhou Zhi-Qi Cheng Ju He Bin Luo Yifeng Geng Xuansong Xie 31 11 0 19 May 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 33 16 0 18 Apr 2023
Milestones in Autonomous Driving and Intelligent Vehicles: Survey of Surveys Long Chen Yuchen Li Chao Huang Bai Li Yang Xing ... Chen Lv Jinjun Wang Dongpu Cao N. Zheng Feiyue Wang 51 299 0 30 Mar 2023
Selective Structured State-Spaces for Long-Form Video Understanding Jue Wang Wenjie Zhu Pichao Wang Xiang Yu Linda Liu Mohamed Omar Raffay Hamid 41 94 0 25 Mar 2023
DMMG: Dual Min-Max Games for Self-Supervised Skeleton-Based Action Recognition S. Guan Xin-Yi Yu Wei Huang Gengfa Fang Haiyan Lu 29 6 0 22 Feb 2023
Self-supervised Action Representation Learning from Partial Spatio-Temporal Skeleton Sequences Yujie Zhou Haodong Duan Anyi Rao Bing-Huang Su Jiaqi Wang ViT SLR 38 35 0 17 Feb 2023
Pyramid Self-attention Polymerization Learning for Semi-supervised Skeleton-based Action Recognition Binqian Xu Xiangbo Shu 30 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
Action Capsules: Human Skeleton Action Recognition Ali Farajzadeh Bavil H. Damirchi H. Taghirad 31 15 0 30 Jan 2023
FLAG3D: A 3D Fitness Activity Dataset with Language Instruction Yansong Tang Jinpeng Liu Aoyang Liu B. Yang Wen-Dao Dai Yongming Rao Jiwen Lu Jie Zhou Xiu Li 42 22 0 09 Dec 2022
Hierarchical Contrast for Unsupervised Skeleton-based Action Representation Learning Jianfeng Dong Sheng-li Sun Zhongling Liu Shujie Chen Baolong Liu Xun Wang 33 37 0 05 Dec 2022
Hypergraph Transformer for Skeleton-based Action Recognition Yuxuan Zhou Zhi-Qi Cheng Chong Li Yanwen Fang Yifeng Geng Xuansong Xie M. Keuper ViT 32 52 0 17 Nov 2022
Temporal-Viewpoint Transportation Plan for Skeletal Few-shot Action Recognition Lei Wang Piotr Koniusz 42 27 0 30 Oct 2022
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
Pose-Aided Video-based Person Re-Identification via Recurrent Graph Convolutional Network Honghu Pan Qiao Liu Yongyong Chen Yunqing He Yuan Zheng Feng Zheng Zhenyu He CVBM 34 14 0 23 Sep 2022
Part-aware Prototypical Graph Network for One-shot Skeleton-based Action Recognition Tailin Chen Desen Zhou Jian Wang Shidong Wang Qian He Chuanyan Hu Errui Ding Yuanyuan Guan Xuming He 35 14 0 19 Aug 2022
Spatial Temporal Graph Attention Network for Skeleton-Based Action Recognition Lianyu Hu Sheng Liu Wei Feng ViT 19 10 0 18 Aug 2022