Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition

23 January 2018

Papers citing "Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition"

50 / 1,196 papers shown

Title
Strengthening Skeletal Action Recognizers via Leveraging Temporal Patterns Zhenyue Qin Pan Ji Dongwoo Kim Yang Liu Saeed Anwar Tom Gedeon 16 2 0 28 May 2022
Towards Diverse and Natural Scene-aware 3D Human Motion Synthesis Jingbo Wang Yu Rong Jingyuan Liu Sijie Yan Dahua Lin Bo Dai 88 78 0 25 May 2022
Deep Learning for Visual Speech Analysis: A Survey Changchong Sheng Gangyao Kuang L. Bai Chen Hou Y. Guo Xin Xu M. Pietikäinen Li Liu VLM 38 34 0 22 May 2022
Contrastive Learning with Cross-Modal Knowledge Mining for Multimodal Human Activity Recognition Razvan Brinzea Bulat Khaertdinov S. Asteriadis SSL HAI 56 13 0 20 May 2022
PYSKL: Towards Good Practices for Skeleton Action Recognition Haodong Duan Jiaqi Wang Kai-xiang Chen Dahua Lin VLM 35 137 0 19 May 2022
Koopman pose predictions for temporally consistent human walking estimations M. Mitjans David M. Levine L. Awad Roberto Tron 3DH 38 1 0 05 May 2022
ANUBIS: Skeleton Action Recognition Dataset, Review, and Benchmark Zhenyue Qin Yang Liu Madhawa Perera Tom Gedeon Pan Ji Dongwoo Kim Saeed Anwar 26 4 0 04 May 2022
Emotion-Controllable Generalized Talking Face Generation Sanjana Sinha S. Biswas Ravindra Yadav Brojeshwar Bhowmick CVBM 21 49 0 02 May 2022
Geometric Graph Representation with Learnable Graph Structure and Adaptive AU Constraint for Micro-Expression Recognition Jinsheng Wei Wei Peng G. Lu Yante Li Jingjie Yan Guoying Zhao CVBM 48 9 0 01 May 2022
HuMMan: Multi-Modal 4D Human Dataset for Versatile Sensing and Modeling Zhongang Cai Daxuan Ren Ailing Zeng Zhengyu Lin Tao Yu ... Fangzhou Hong Mingyuan Zhang Chen Change Loy Lei Yang Ziwei Liu 3DH 41 101 0 28 Apr 2022
Tragedy Plus Time: Capturing Unintended Human Activities from Weakly-labeled Videos Arnav Chakravarthy Zhiyuan Fang Yezhou Yang 40 2 0 28 Apr 2022
A Spatio-Temporal Multilayer Perceptron for Gesture Recognition Adrian Holzbock Alexander Tsaregorodtsev Youssef Dawoud Klaus C. J. Dietmayer Vasileios Belagiannis 42 12 0 25 Apr 2022
Cerebral Palsy Prediction with Frequency Attention Informed Graph Convolutional Networks Hao Zhang Hubert P. H. Shum Edmond S. L. Ho 11 11 0 23 Apr 2022
$All-optical graph representation learning using integrated diffractive photonic computing units$ All-optical graph representation learning using integrated diffractive photonic computing units Tao Yan Rui Yang Ziyang Zheng Xing Lin H. Xiong Qionghai Dai GNN 14 58 0 23 Apr 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
THORN: Temporal Human-Object Relation Network for Action Recognition Mohammed Guermal Rui Dai Francois Bremond EgoV 27 3 0 20 Apr 2022
FenceNet: Fine-grained Footwork Recognition in Fencing Kevin Zhu Alexander Wong J. McPhee 32 17 0 20 Apr 2022
Human-Object Interaction Detection via Disentangled Transformer Desen Zhou Zhichao Liu Jian Wang Leshan Wang T. Hu Errui Ding Jingdong Wang ViT 23 57 0 20 Apr 2022
ActAR: Actor-Driven Pose Embeddings for Video Action Recognition Soufiane Lamghari Guillaume-Alexandre Bilodeau Nicolas Saunier 54 3 0 19 Apr 2022
Towards a Deeper Understanding of Skeleton-based Gait Recognition Torben Teepe Johannes Gilg Fabian Herzog S. Hörmann Gerhard Rigoll CVBM 19 69 0 16 Apr 2022
Spatio-Temporal-Frequency Graph Attention Convolutional Network for Aircraft Recognition Based on Heterogeneous Radar Network Hann Meng Yuexing Peng Wenbo Wang Peng Cheng Yonghui Li Wei Xiang 32 10 0 15 Apr 2022
Multimodal Transformer for Nursing Activity Recognition Momal Ijaz Renato Diaz Chong Chen ViT 35 26 0 09 Apr 2022
Spatial Transformer Network on Skeleton-based Gait Recognition Cun Zhang Xingyun Chen Guohui Han Xiangrong Liu ViT 36 32 0 08 Apr 2022
Continual Inference: A Library for Efficient Online Inference with Deep Neural Networks in PyTorch Lukas Hedegaard Alexandros Iosifidis BDL 3DV CLL 17 6 0 07 Apr 2022
Non-Local Latent Relation Distillation for Self-Adaptive 3D Human Pose Estimation Jogendra Nath Kundu Siddharth Seth Anirudh Gururaj Jamkhandi Pradyumna Varun Jampani Anirban Chakraborty R. Venkatesh Babu 3DH 28 9 0 05 Apr 2022
MGRR-Net: Multi-level Graph Relational Reasoning Network for Facial Action Units Detection Xuri Ge J. Jose Songpei Xu Xiao-Chang Liu Hu Han CVBM 13 8 0 04 Apr 2022
Learning Constrained Dynamic Correlations in Spatiotemporal Graphs for Motion Prediction Jiajun Fu Fuxing Yang Yonghao Dang Xiaoli Liu Jianqin Yin 38 18 0 04 Apr 2022
Message Passing Neural Networks for Hypergraphs Sajjad Heydari L. Livi GNN 4 12 0 31 Mar 2022
When Physics Meets Machine Learning: A Survey of Physics-Informed Machine Learning Chuizheng Meng Sungyong Seo Defu Cao Sam Griesemer Yan Liu PINN AI4CE 56 57 0 31 Mar 2022
Spatial-Temporal Parallel Transformer for Arm-Hand Dynamic Estimation Shuying Liu Wen-Xuan Wu Jiaxian Wu Yue-Hsun Lin 40 12 0 30 Mar 2022
Progressively Generating Better Initial Guesses Towards Next Stages for High-Quality Human Motion Prediction Tiezheng Ma Yongwei Nie Chengjiang Long Qing Zhang Guiqing Li 3DH 29 110 0 30 Mar 2022
PoseTriplet: Co-evolving 3D Human Pose Estimation, Imitation, and Hallucination under Self-supervision Kehong Gong Bingbing Li Jianfeng Zhang Tao Wang Jing Huang Michael Bi Mi Jiashi Feng Xinchao Wang SSL 29 42 0 29 Mar 2022
Assembly101: A Large-Scale Multi-View Video Dataset for Understanding Procedural Activities Fadime Sener Dibyadip Chatterjee Daniel Shelepov Kun He Dipika Singhania Robert Y. Wang Angela Yao VGen 38 205 0 28 Mar 2022
LiDARCap: Long-range Marker-less 3D Human Motion Capture with LiDAR Point Clouds Jialian Li Jingyi Zhang Zhiyong Wang Siqi Shen Chenglu Wen Yuexin Ma Lan Xu Jingyi Yu Cheng-i Wang 3DPC 29 29 0 28 Mar 2022
End-to-End Active Speaker Detection Juan Carlos León Alcázar M. Cordes Chen Zhao Guohao Li 26 27 0 27 Mar 2022
AutoTS: Automatic Time Series Forecasting Model Design Based on Two-Stage Pruning Chunnan Wang Xing-Yu Chen Chen-Hung Wu Hongzhi Wang TPM AI4TS 26 4 0 26 Mar 2022
Versatile Multi-Modal Pre-Training for Human-Centric Perception Fangzhou Hong Liang Pan Zhongang Cai Ziwei Liu VLM 32 24 0 25 Mar 2022
Ray3D: ray-based 3D human pose estimation for monocular absolute 3D localization Yu-Wei Zhan Fenghai Li Renliang Weng Wongun Choi 3DH 27 46 0 22 Mar 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 33 21 0 21 Mar 2022
Continual Spatio-Temporal Graph Convolutional Networks Lukas Hedegaard Negar Heidari Alexandros Iosifidis 3DH GNN 32 23 0 21 Mar 2022
3D Human Pose Estimation Using Möbius Graph Convolutional Networks Niloofar Azizi Horst Possegger Emanuele Rodolà Horst Bischof 3DH 22 10 0 20 Mar 2022
Encoder-Decoder Architecture for Supervised Dynamic Graph Learning: A Survey Yuecai Zhu Fuyuan Lyu Chengming Hu X. Chen Xue Liu AI4TS AI4CE 21 20 0 20 Mar 2022
ActFormer: A GAN-based Transformer towards General Action-Conditioned 3D Human Motion Generation Liang Xu Ziyang Song Dongliang Wang Jing Su Zhicheng Fang ... Yichao Yan Xin Jin Xiaokang Yang Wenjun Zeng Wei Wu ViT 30 57 0 15 Mar 2022
Adaptive Trajectory Prediction via Transferable GNN Yi Xu Lichen Wang Yizhou Wang Y. Fu 37 69 0 09 Mar 2022
Defending Black-box Skeleton-based Human Activity Classifiers He Wang Yunfeng Diao Zichang Tan G. Guo AAML 53 10 0 09 Mar 2022
VoViT: Low Latency Graph-based Audio-Visual Voice Separation Transformer Juan F. Montesinos V. S. Kadandale G. Haro ViT 27 19 0 08 Mar 2022
Sparsification and Filtering for Spatial-temporal GNN in Multivariate Time-series Yuanrong Wang T. Aste AI4TS 31 10 0 08 Mar 2022
Spatio-temporal Gait Feature with Global Distance Alignment Yifan Chen Yang Zhao Xuelong Li CVBM 19 0 0 07 Mar 2022
3D Human Motion Prediction: A Survey Kedi Lyu Haipeng Chen Zhenguang Liu Beiqi Zhang Ruili Wang 3DH 31 54 0 03 Mar 2022
Spatio-Temporal Gating-Adjacency GCN for Human Motion Prediction Chongyang Zhong Lei Hu Zihao Zhang Yongjing Ye Shi-hong Xia 3DH 32 89 0 03 Mar 2022