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
Generative Action Description Prompts for Skeleton-based Action Recognition Wangmeng Xiang Chong Li Yuxuan Zhou Biao Wang Lei Zhang 40 35 0 10 Aug 2022
AFE-CNN: 3D Skeleton-based Action Recognition with Action Feature Enhancement S. Guan Haiyan Lu Linchao Zhu Gengfa Fang 19 20 0 06 Aug 2022
Pose Uncertainty Aware Movement Synchrony Estimation via Spatial-Temporal Graph Transformer Jicheng Li Anjana Bhat R. Barmaki ViT 27 5 0 01 Aug 2022
IGFormer: Interaction Graph Transformer for Skeleton-based Human Interaction Recognition Yunsheng Pang Qiuhong Ke Hossein Rahmani James Bailey Xiaozhong Liu ViT 25 45 0 25 Jul 2022
Collaborating Domain-shared and Target-specific Feature Clustering for Cross-domain 3D Action Recognition Qinying Liu Zilei Wang 20 9 0 20 Jul 2022
Learning Sequence Representations by Non-local Recurrent Neural Memory Wenjie Pei Xin Feng Canmiao Fu Qi Cao Guangming Lu Yu-Wing Tai AI4TS 27 1 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
Learning from Temporal Spatial Cubism for Cross-Dataset Skeleton-based Action Recognition Yansong Tang Xingyu Liu Xumin Yu Danyang Zhang Jiwen Lu Jie Zhou 27 20 0 17 Jul 2022
Skeletal Human Action Recognition using Hybrid Attention based Graph Convolutional Network Hao Xing Darius Burschka GNN 3DH 24 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 35 254 0 27 Jun 2022
Learn to Predict How Humans Manipulate Large-sized Objects from Interactive Motions Weilin Wan Lei Yang Lingjie Liu Zhuoying Zhang Ruixing Jia Yi-King Choi Jia Pan Christian Theobalt Taku Komura Wenping Wang 21 22 0 25 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 33 23 0 31 May 2022
Strengthening Skeletal Action Recognizers via Leveraging Temporal Patterns Zhenyue Qin Pan Ji Dongwoo Kim Yang Liu Saeed Anwar Tom Gedeon 11 2 0 28 May 2022
ANUBIS: Skeleton Action Recognition Dataset, Review, and Benchmark Zhenyue Qin Yang Liu Madhawa Perera Tom Gedeon Pan Ji Dongwoo Kim Saeed Anwar 11 4 0 04 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 45 18 0 21 Apr 2022
Continual Spatio-Temporal Graph Convolutional Networks Lukas Hedegaard Negar Heidari Alexandros Iosifidis 3DH GNN 30 23 0 21 Mar 2022
Skeleton Sequence and RGB Frame Based Multi-Modality Feature Fusion Network for Action Recognition Xiaoguang Zhu Ye Zhu Haoyu Wang Honglin Wen Yan Yan Peilin Liu 30 25 0 23 Feb 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 27 7 0 15 Feb 2022
Bootstrapped Representation Learning for Skeleton-Based Action Recognition Olivier Moliner Sangxia Huang Kalle Åström SSL 27 13 0 04 Feb 2022
3D Skeleton-based Few-shot Action Recognition with JEANIE is not so Naïve Lei Wang Jun Liu Piotr Koniusz 39 20 0 23 Dec 2021
Dynamic Hypergraph Convolutional Networks for Skeleton-Based Action Recognition Jinfeng Wei Yunxin Wang Mengli Guo Pei Lv Xiaoshan Yang Mingliang Xu GNN 11 11 0 20 Dec 2021
Self-attention based anchor proposal for skeleton-based action recognition Rui Hou Zhao Wang 21 3 0 17 Dec 2021
ViewCLR: Learning Self-supervised Video Representation for Unseen Viewpoints Srijan Das Michael S. Ryoo SSL 37 17 0 07 Dec 2021
Learning Connectivity with Graph Convolutional Networks for Skeleton-based Action Recognition H. Sahbi GNN 35 27 0 06 Dec 2021
A Central Difference Graph Convolutional Operator for Skeleton-Based Action Recognition Shuangyan Miao Yonghong Hou Zhimin Gao Mingliang Xu Wanqing Li GNN 19 43 0 13 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 31 6 0 07 Nov 2021
LSTA-Net: Long short-term Spatio-Temporal Aggregation Network for Skeleton-based Action Recognition Tailin Chen Shidong Wang Desen Zhou Yushi Guan AI4TS 33 3 0 01 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
Generative Adversarial Graph Convolutional Networks for Human Action Synthesis Bruno Degardin João Neves Vasco Lopes J. Brito Ehsan Yaghoubi Hugo Proencca GAN AI4CE 33 32 0 21 Oct 2021
OpenHands: Making Sign Language Recognition Accessible with Pose-based Pretrained Models across Languages Prem Selvaraj Gokul Nc Pratyush Kumar Mitesh Khapra VLM SLR 55 53 0 12 Oct 2021
Learning Multi-Granular Spatio-Temporal Graph Network for Skeleton-based Action Recognition Tailin Chen Desen Zhou Jian Wang Shidong Wang Yu Guan Xuming He Errui Ding 45 71 0 10 Aug 2021
Skeleton-Contrastive 3D Action Representation Learning Fida Mohammad Thoker Hazel Doughty Cees G. M. Snoek SSL 29 130 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
ADeLA: Automatic Dense Labeling with Attention for Viewpoint Adaptation in Semantic Segmentation Yanchao Yang Hanxiang Ren He Wang Bokui Shen Qingnan Fan Youyi Zheng Chenxi Liu Leonidas J. Guibas 27 0 0 29 Jul 2021
STAR: Sparse Transformer-based Action Recognition Feng Shi Chonghan Lee Liang Qiu Yizhou Zhao Tianyi Shen Shivran Muralidhar Tian Han Song-Chun Zhu V. Narayanan ViT 21 26 0 15 Jul 2021
iMiGUE: An Identity-free Video Dataset for Micro-Gesture Understanding and Emotion Analysis Xin Liu Henglin Shi Haoyu Chen Zitong Yu Xiaobai Li Guoying Zhao 21 80 0 01 Jul 2021
HAN: An Efficient Hierarchical Self-Attention Network for Skeleton-Based Gesture Recognition Jianbo Liu Ying Wang Shiming Xiang Chunhong Pan 38 12 0 25 Jun 2021
Video Imprint Zhanning Gao Le Wang Nebojsa Jojic Zhenxing Niu N. Zheng G. Hua 32 5 0 07 Jun 2021
VPN++: Rethinking Video-Pose embeddings for understanding Activities of Daily Living Srijan Das Rui Dai Di Yang F. Brémond ViT 43 66 0 17 May 2021
REGINA - Reasoning Graph Convolutional Networks in Human Action Recognition Bruno Degardin Vasco Lopes Hugo Proencca 3DH GNN 38 10 0 14 May 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
Learning Chebyshev Basis in Graph Convolutional Networks for Skeleton-based Action Recognition H. Sahbi GNN 25 0 0 12 Apr 2021
Attention, please! A survey of Neural Attention Models in Deep Learning Alana de Santana Correia Esther Luna Colombini HAI 23 175 0 31 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
Bridging the gap between Human Action Recognition and Online Action Detection Alban Main De Boissiere R. Noumeir 22 0 0 21 Jan 2021
Ensemble of LSTMs and feature selection for human action prediction Tomislav Petković Luka V. Petrović Ivan Marković Ivan Petrović 23 4 0 14 Jan 2021
Tensor Representations for Action Recognition Piotr Koniusz Lei Wang A. Cherian 39 69 0 28 Dec 2020
Action Recognition with Kernel-based Graph Convolutional Networks H. Sahbi GNN 29 1 0 28 Dec 2020
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 53 504 0 22 Dec 2020