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"

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Title
Learning Sparse Interaction Graphs of Partially Detected Pedestrians for Trajectory Prediction Zhe Huang Ruohua Li Kazuki Shin Katherine Driggs-Campbell 43 16 0 15 Jul 2021
A Deep Learning-based Multimodal Depth-Aware Dynamic Hand Gesture Recognition System H. Mahmud Mashrur M. Morshed Md. Kamrul Hasan SLR 13 8 0 06 Jul 2021
Graph Convolution for Re-ranking in Person Re-identification Yuqi Zhang Qiang Qi Chong Liu Weihua Chen Fan Wang Hao Li Rong Jin 25 12 0 05 Jul 2021
Learning Hierarchical Graph Neural Networks for Image Clustering Yifan Xing Tong He Tianjun Xiao Yongxin Wang Yuanjun Xiong Weihao Xia David Wipf Paul Zheng-Wei Zhang Stefano Soatto 26 33 0 03 Jul 2021
Visual Relationship Forecasting in Videos Li Mi Yangjun Ou Zhenzhong Chen 29 5 0 02 Jul 2021
Action Transformer: A Self-Attention Model for Short-Time Pose-Based Human Action Recognition Vittorio Mazzia Simone Angarano Francesco Salvetti Federico Angelini Marcello Chiaberge ViT 25 137 0 01 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
Word-level Sign Language Recognition with Multi-stream Neural Networks Focusing on Local Regions Mizuki Maruyama S. Ghose Katsufumi Inoue P. Roy Masakazu Iwamura M. Yoshioka SLR 17 3 0 30 Jun 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
Temporal Graph Signal Decomposition Maxwell McNeil Lin Zhang Petko Bogdanov 22 15 0 25 Jun 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
DROID: Driver-centric Risk Object Identification Chengxi Li Stanley H. Chan Yi-Ting Chen 42 6 0 24 Jun 2021
A Survey on Human-aware Robot Navigation Ronja Möller Antonino Furnari Sebastiano Battiato Aki Härmä G. Farinella 44 87 0 22 Jun 2021
Continuous-Depth Neural Models for Dynamic Graph Prediction Michael Poli Stefano Massaroli Clayton M. Rabideau Junyoung Park Atsushi Yamashita Hajime Asama Jinkyoo Park AI4CE 11 8 0 22 Jun 2021
SHREC 2021: Track on Skeleton-based Hand Gesture Recognition in the Wild A. Caputo Andrea Giachetti Simone B. Soso Deborah Pintani Andrea DÉusanio ... M. Maghoumi J. Laviola Minh-Quan Le Hai-Dang Nguyen M. Tran 13 3 0 21 Jun 2021
hSMAL: Detailed Horse Shape and Pose Reconstruction for Motion Pattern Recognition Ci Li N. Ghorbani Sofia Broomé M. Rashid Michael J. Black Elin Hernlund Hedvig Kjellström Silvia Zuffi 3DH 18 18 0 18 Jun 2021
Survey of Image Based Graph Neural Networks U. Nazir He Wang M. Taj GNN 24 6 0 11 Jun 2021
Temporal and Object Quantification Networks Jiayuan Mao Zhezheng Luo Chuang Gan J. Tenenbaum Jiajun Wu L. Kaelbling T. Ullman NAI 43 3 0 10 Jun 2021
Cross-Node Federated Graph Neural Network for Spatio-Temporal Data Modeling Chuizheng Meng Sirisha Rambhatla Yan Liu FedML 27 119 0 09 Jun 2021
Progressive Spatio-Temporal Bilinear Network with Monte Carlo Dropout for Landmark-based Facial Expression Recognition with Uncertainty Estimation Negar Heidari Alexandros Iosifidis 3DH CVBM 28 9 0 08 Jun 2021
Spectral Temporal Graph Neural Network for Trajectory Prediction Defu Cao Jiachen Li Hengbo Ma Masayoshi Tomizuka 46 60 0 05 Jun 2021
ProtoRes: Proto-Residual Network for Pose Authoring via Learned Inverse Kinematics Boris N. Oreshkin Florent Bocquelet Félix G. Harvey Bay Raitt Dominic Laflamme 3DH 39 14 0 03 Jun 2021
Towards Unified Surgical Skill Assessment Daochang Liu Qiyue Li Tingting Jiang Yizhou Wang R. Miao F. Shan Ziyu Li 13 71 0 02 Jun 2021
Predicting Vehicles Trajectories in Urban Scenarios with Transformer Networks and Augmented Information A. Quintanar David Fernández Llorca Ignacio Parra R. Izquierdo Miguel Ángel Sotelo 22 31 0 01 Jun 2021
Scene-aware Generative Network for Human Motion Synthesis Jingbo Wang Sijie Yan Bo Dai Dahua Lin 3DH 24 75 0 31 May 2021
Unsupervised Domain Adaptation of Object Detectors: A Survey Poojan Oza Vishwanath A. Sindagi Vibashan Vs Vishal M. Patel OOD ObjD 44 170 0 27 May 2021
Learning Dynamic Graph Representation of Brain Connectome with Spatio-Temporal Attention Byung-Hoon Kim Jong Chul Ye Jae-Jin Kim 39 130 0 27 May 2021
Graph-Based Deep Learning for Medical Diagnosis and Analysis: Past, Present and Future David Ahmedt-Aristizabal M. Armin Simon Denman Clinton Fookes L. Petersson 18 178 0 27 May 2021
A Spatio-temporal Attention-based Model for Infant Movement Assessment from Videos Binh Nguyen-Thai Vuong Le C. Morgan N. Badawi T. Tran Svetha Venkatesh 11 32 0 20 May 2021
An Attractor-Guided Neural Networks for Skeleton-Based Human Motion Prediction Pengxiang Ding Junying Wang Jianqin Yin 3DH 39 0 0 20 May 2021
VPN++: Rethinking Video-Pose embeddings for understanding Activities of Daily Living Srijan Das Rui Dai Di Yang F. Brémond ViT 43 67 0 17 May 2021
Leveraging Semantic Scene Characteristics and Multi-Stream Convolutional Architectures in a Contextual Approach for Video-Based Visual Emotion Recognition in the Wild Ioannis Pikoulis P. Filntisis Petros Maragos 29 14 0 16 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
WildGait: Learning Gait Representations from Raw Surveillance Streams Adrian Cosma I. Radoi CVBM 31 16 0 12 May 2021
Graph Feature Gating Networks Wei Jin Xiaorui Liu Yao Ma Tyler Derr Charu C. Aggarwal Jiliang Tang 40 1 0 10 May 2021
Z-GCNETs: Time Zigzags at Graph Convolutional Networks for Time Series Forecasting Yuzhou Chen I. Segovia-Dominguez Yulia R. Gel AI4TS 29 138 0 10 May 2021
Estimating Parkinsonism Severity in Natural Gait Videos of Older Adults with Dementia Andrea Sabo Sina Mehdizadeh Andrea Iaboni Babak Taati 14 46 0 07 May 2021
Aligning Subtitles in Sign Language Videos Hannah Bull Triantafyllos Afouras Gül Varol Samuel Albanie Liliane Momeni Andrew Zisserman SLR 30 30 0 06 May 2021
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation Kehong Gong Jianfeng Zhang Jiashi Feng 30 136 0 06 May 2021
Fusing Higher-order Features in Graph Neural Networks for Skeleton-based Action Recognition Zhenyue Qin Yang Liu Pan Ji Dongwoo Kim Lei Wang Bob McKay Saeed Anwar Tom Gedeon 3DPC 29 74 0 04 May 2021
Graph Learning: A Survey Feng Xia Ke Sun Shuo Yu Abdul Aziz Liangtian Wan Shirui Pan Huan Liu GNN 29 345 0 03 May 2021
3D Human Action Representation Learning via Cross-View Consistency Pursuit Linguo Li Minsi Wang Bingbing Ni Hang Wang Jiancheng Yang Wenjun Zhang 141 157 0 29 Apr 2021
Interaction-GCN: A Graph Convolutional Network based framework for social interaction recognition in egocentric videos Simone Felicioni Mariella Dimiccoli 26 1 0 28 Apr 2021
Revisiting Skeleton-based Action Recognition Haodong Duan Yue Zhao Kai-xiang Chen Dahua Lin Bo Dai 3DH 35 486 0 28 Apr 2021
Unsupervised Multi-Source Domain Adaptation for Person Re-Identification Zechen Bai Zhigang Wang Jian Wang Diangang Hu Errui Ding 105 78 0 27 Apr 2021
Recent Advances in Monocular 2D and 3D Human Pose Estimation: A Deep Learning Perspective Wu Liu Qian Bao Yu Sun Tao Mei 3DH 38 163 0 23 Apr 2021
SportsCap: Monocular 3D Human Motion Capture and Fine-grained Understanding in Challenging Sports Videos Xin Chen Anqi Pang Wei Yang Yuexin Ma Lan Xu Jingyi Yu 149 56 0 23 Apr 2021
H2O: Two Hands Manipulating Objects for First Person Interaction Recognition Taein Kwon Bugra Tekin Jan Stühmer Federica Bogo Marc Pollefeys EgoV 37 169 0 22 Apr 2021
A cappella: Audio-visual Singing Voice Separation Juan F. Montesinos V. S. Kadandale G. Haro 40 16 0 20 Apr 2021
Face-GCN: A Graph Convolutional Network for 3D Dynamic Face Identification/Recognition Konstantinos Papadopoulos Anis Kacem Abd El Rahman Shabayek Djamila Aouada CVBM 3DH 14 8 0 19 Apr 2021