View Adaptive Neural Networks for High Performance Skeleton-based Human Action Recognition

20 April 2018

Jianru Xue

Papers citing "View Adaptive Neural Networks for High Performance Skeleton-based Human Action Recognition"

50 / 104 papers shown

Title
Skeleton-based Action Recognition via Temporal-Channel Aggregation Shengqin Wang Yongji Zhang M. Zhao Hong Qi Kai Wang Fenglin Wei Yu-Gang Jiang 36 23 0 31 May 2022
PSTNet: Point Spatio-Temporal Convolution on Point Cloud Sequences Hehe Fan Xin Yu Yuhang Ding Yi Yang Mohan Kankanhalli 3DPC 131 111 0 27 May 2022
ANUBIS: Skeleton Action Recognition Dataset, Review, and Benchmark Zhenyue Qin Yang Liu Madhawa Perera Tom Gedeon Pan Ji Dongwoo Kim Saeed Anwar 16 4 0 04 May 2022
No Pain, Big Gain: Classify Dynamic Point Cloud Sequences with Static Models by Fitting Feature-level Space-time Surfaces Jianqi Zhong Kaichen Zhou Qingyong Hu Bing Wang Niki Trigoni Andrew Markham 3DPC 31 21 0 21 Mar 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
Investigating Pose Representations and Motion Contexts Modeling for 3D Motion Prediction Zhenguang Liu Shuang Wu Shuyuan Jin S. Ji Qi Liu Shijian Lu Li Cheng 3DH 21 63 0 30 Dec 2021
3D Skeleton-based Few-shot Action Recognition with JEANIE is not so Naïve Lei Wang Jun Liu Piotr Koniusz 42 20 0 23 Dec 2021
Expansion-Squeeze-Excitation Fusion Network for Elderly Activity Recognition Xiangbo Shu Jiawen Yang Rui Yan Yan Song 23 147 0 21 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
Contrastive Learning from Extremely Augmented Skeleton Sequences for Self-supervised Action Recognition Tianyu Guo Hong Liu Zhan Chen Mengyuan Liu Tao Wang Runwei Ding SSL 39 145 0 07 Dec 2021
Contrast-reconstruction Representation Learning for Self-supervised Skeleton-based Action Recognition Peng Wang Jun Wen Chenyang Si Y. Qian Liang Wang SSL 33 42 0 22 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
Single Person Pose Estimation: A Survey Feng Zhang Xiatian Zhu Chen Wang 42 8 0 21 Sep 2021
Unsupervised View-Invariant Human Posture Representation Faegheh Sardari Bjorn Ommer Majid Mirmehdi 3DH 31 3 0 17 Sep 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
UNIK: A Unified Framework for Real-world Skeleton-based Action Recognition Di Yang Yaohui Wang A. Dantcheva Lorenzo Garattoni Gianpiero Francesca F. Brémond 27 47 0 19 Jul 2021
Constructing Stronger and Faster Baselines for Skeleton-based Action Recognition Yisheng Song Zhang Zhang Caifeng Shan Liang Wang 39 280 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 141 156 0 29 Apr 2021
Hierarchical growing grid networks for skeleton based action recognition Zahra Gharaee 34 12 0 22 Apr 2021
Understanding the Robustness of Skeleton-based Action Recognition under Adversarial Attack He Wang Feixiang He Zhexi Peng Tianjia Shao Yong-Liang Yang Kun Zhou David C. Hogg AAML 37 39 0 09 Mar 2021
One-shot action recognition in challenging therapy scenarios Alberto Sabater Laura Santos J. Santos-Victor Alexandre Bernardino Luis Montesano Ana C. Murillo 53 38 0 17 Feb 2021
Syntactically Guided Generative Embeddings for Zero-Shot Skeleton Action Recognition Pranay Gupta Divyanshu Sharma Ravi Kiran Sarvadevabhatla 11 19 0 27 Jan 2021
Bridging the gap between Human Action Recognition and Online Action Detection Alban Main De Boissiere R. Noumeir 22 0 0 21 Jan 2021
Skeleton-based Approaches based on Machine Vision: A Survey Jie Li Binglin Li Min Gao 32 1 0 23 Dec 2020
Human Action Recognition from Various Data Modalities: A Review Zehua Sun Qiuhong Ke Hossein Rahmani Mohammed Bennamoun Gang Wang Jun Liu MU 56 504 0 22 Dec 2020
Multi Scale Temporal Graph Networks For Skeleton-based Action Recognition Tingwei Li Ruiwen Zhang Qing Li 19 11 0 05 Dec 2020
Recovering Trajectories of Unmarked Joints in 3D Human Actions Using Latent Space Optimization Suhas Lohit Rushil Anirudh Pavan Turaga 21 11 0 03 Dec 2020
Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization Long Zhao Yuxiao Wang Jiaping Zhao Liangzhe Yuan Jennifer J. Sun Florian Schroff Hartwig Adam Xi Peng Dimitris N. Metaxas Ting Liu SSL 25 30 0 02 Dec 2020
KShapeNet: Riemannian network on Kendall shape space for Skeleton based Action Recognition Racha Friji Hassen Drira F. Chaieb S. Kurtek Hamza Kchok 3DPC 22 2 0 24 Nov 2020
Selective Spatio-Temporal Aggregation Based Pose Refinement System: Towards Understanding Human Activities in Real-World Videos Di Yang Rui Dai Yaohui Wang Rupayan Mallick Luca Minciullo Gianpiero Francesca F. Brémond 33 16 0 10 Nov 2020
ElderSim: A Synthetic Data Generation Platform for Human Action Recognition in Eldercare Applications Hochul Hwang Cheongjae Jang Geonwoo Park Junghyun Cho Ig-Jae Kim 32 70 0 28 Oct 2020
Stronger, Faster and More Explainable: A Graph Convolutional Baseline for Skeleton-based Action Recognition Yisheng Song Zhang Zhang Caifeng Shan Liang Wang 119 288 0 20 Oct 2020
DeepActsNet: Spatial and Motion features from Face, Hands, and Body Combined with Convolutional and Graph Networks for Improved Action Recognition Umar Asif Deval Mehta Stefan von Cavallar Jianbin Tang S. Harrer CVBM 24 0 0 21 Sep 2020
VI-Net: View-Invariant Quality of Human Movement Assessment Faegheh Sardari A. Paiement S. Hannuna Majid Mirmehdi 3DH 19 27 0 11 Aug 2020
Dynamic GCN: Context-enriched Topology Learning for Skeleton-based Action Recognition Fanfan Ye Shiliang Pu Qiaoyong Zhong Chaoyu Li Di Xie Huiming Tang 24 275 0 29 Jul 2020
Quo Vadis, Skeleton Action Recognition ? Pranay Gupta Anirudh Thatipelli Aditya Aggarwal Shubhanshu Maheshwari Neel Trivedi Sourav Das Ravi Kiran Sarvadevabhatla 33 64 0 04 Jul 2020
Attention-Oriented Action Recognition for Real-Time Human-Robot Interaction Ziyang Song Ziyi Yin Zejian Yuan Chong Zhang Wanchao Chi Yonggen Ling Shenghao Zhang 19 20 0 02 Jul 2020
Learning Various Length Dependence by Dual Recurrent Neural Networks Chenpeng Zhang Shuai Li Mao Ye Ce Zhu Xue Li 27 6 0 28 May 2020
3DV: 3D Dynamic Voxel for Action Recognition in Depth Video Yancheng Wang Yang Xiao Fu Xiong Wenxiang Jiang Zhiguo Cao Qiufeng Wang Junsong Yuan 3DPC 21 82 0 12 May 2020
Unifying Graph Embedding Features with Graph Convolutional Networks for Skeleton-based Action Recognition Ke Wang M. M. Li Hong Fu Jicong Fan Zhao Zhang Howard Leung 36 5 0 06 Mar 2020
Infrared and 3D skeleton feature fusion for RGB-D action recognition Alban Main De Boissiere R. Noumeir 25 38 0 28 Feb 2020
A Survey on 3D Skeleton-Based Action Recognition Using Learning Method Bin Ren Mengyuan Liu Runwei Ding Hong Liu 27 121 0 14 Feb 2020
LE-HGR: A Lightweight and Efficient RGB-based Online Gesture Recognition Network for Embedded AR Devices Hongwei Xie Jiafang Wang Baitao Shao Jian Gu Mingyang Li 15 5 0 16 Jan 2020
Quaternion Product Units for Deep Learning on 3D Rotation Groups Xuan Zhang S. Qin Yi Tian Xu Hongteng Xu 30 17 0 17 Dec 2019
PREDICT & CLUSTER: Unsupervised Skeleton Based Action Recognition Kun Su Xiulong Liu Eli Shlizerman 36 182 0 27 Nov 2019
MMTM: Multimodal Transfer Module for CNN Fusion Hamid Reza Vaezi Joze Amirreza Shaban Michael L. Iuzzolino K. Koishida 18 277 0 20 Nov 2019
SMART: Skeletal Motion Action Recognition aTtack He Wang Feixiang He Zexi Peng Yong-Liang Yang Tianjia Shao Kun Zhou David C. Hogg AAML 31 5 0 16 Nov 2019
Deep Independently Recurrent Neural Network (IndRNN) Shuai Li Wanqing Li Chris Cook Yanbo Gao 23 50 0 11 Oct 2019
EleAtt-RNN: Adding Attentiveness to Neurons in Recurrent Neural Networks Pengfei Zhang Jianru Xue Cuiling Lan Wenjun Zeng Zhanning Gao Nanning Zheng 29 82 0 03 Sep 2019