Skeleton-based Group Activity Recognition via Spatial-Temporal Panoramic Graph

28 July 2024

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Papers citing "Skeleton-based Group Activity Recognition via Spatial-Temporal Panoramic Graph"

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Title
On the Benefits of 3D Pose and Tracking for Human Action Recognition Jathushan Rajasegaran Georgios Pavlakos Angjoo Kanazawa Christoph Feichtenhofer Jitendra Malik 90 34 0 03 Apr 2023
Rethinking Video ViTs: Sparse Video Tubes for Joint Image and Video Learning A. Piergiovanni Weicheng Kuo A. Angelova ViT 71 58 0 06 Dec 2022
AlphaPose: Whole-Body Regional Multi-Person Pose Estimation and Tracking in Real-Time Haoshu Fang Jiefeng Li Hongyang Tang Chaoshun Xu Haoyi Zhu Yuliang Xiu Yong-Lu Li Cewu Lu 3DH 104 425 0 07 Nov 2022
Hierarchically Decomposed Graph Convolutional Networks for Skeleton-Based Action Recognition Junghoon Lee Minhyeok Lee Dogyoon Lee Sangyoon Lee BDL 85 140 0 23 Aug 2022
Hunting Group Clues with Transformers for Social Group Activity Recognition Masato Tamura Rahul Vishwakarma Ravigopal Vennelakanti 61 23 0 12 Jul 2022
Detector-Free Weakly Supervised Group Activity Recognition Dongkeun Kim Jin S. Lee Minsu Cho Suha Kwak ViT 66 44 0 05 Apr 2022
Pose is all you need: The pose only group activity recognition system (POGARS) Haritha Thilakarathne Aiden Nibali Zhen He Stuart Morgan 53 28 0 09 Aug 2021
Channel-wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition Yuxin Chen Ziqi Zhang Chunfen Yuan Bing Li Ying Deng Weiming Hu 85 585 0 26 Jul 2021
Constructing Stronger and Faster Baselines for Skeleton-based Action Recognition Yisheng Song Zhang Zhang Caifeng Shan Liang Wang 90 294 0 29 Jun 2021
Revisiting Skeleton-based Action Recognition Haodong Duan Yue Zhao Kai-xiang Chen Dahua Lin Bo Dai 3DH 92 500 0 28 Apr 2021
Human Action Recognition from Various Data Modalities: A Review Zehua Sun Qiuhong Ke Hossein Rahmani Mohammed Bennamoun Gang Wang Jun Liu MU 151 532 0 22 Dec 2020
Skeleton-based Relational Reasoning for Group Activity Analysis Mauricio Perez Jun Liu Alex C. Kot 64 43 0 11 Nov 2020
Stronger, Faster and More Explainable: A Graph Convolutional Baseline for Skeleton-based Action Recognition Yisheng Song Zhang Zhang Caifeng Shan Liang Wang 183 298 0 20 Oct 2020
Social Adaptive Module for Weakly-supervised Group Activity Recognition Rui Yan Lingxi Xie Jinhui Tang Xiangbo Shu Qi Tian 60 87 0 18 Jul 2020
Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition Ziyu Liu Hongwen Zhang Zhenghao Chen Zhiyong Wang Wanli Ouyang 121 835 0 31 Mar 2020
Actor-Transformers for Group Activity Recognition Kirill Gavrilyuk Ryan Sanford Mehrsan Javan Cees G. M. Snoek ViT 65 180 0 28 Mar 2020
Towards Real-Time Multi-Object Tracking Zhongdao Wang Liang Zheng Yixuan Liu Yali Li Shengjin Wang VOT 319 880 0 27 Sep 2019
NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding Jun Liu Amir Shahroudy Mauricio Perez G. Wang Ling-yu Duan Alex C. Kot 96 1,297 0 12 May 2019
Learning Actor Relation Graphs for Group Activity Recognition Jianchao Wu Limin Wang Li Wang Jie Guo Gangshan Wu 64 242 0 23 Apr 2019
Convolutional Relational Machine for Group Activity Recognition Sina Mokhtarzadeh Azar Mina Ghadimi Atigh A. Nickabadi Alexandre Alahi BDL 58 106 0 05 Apr 2019
Deep High-Resolution Representation Learning for Human Pose Estimation Ke Sun Bin Xiao Dong Liu Jingdong Wang 3DV 138 4,071 0 25 Feb 2019
Skeleton-based Action Recognition of People Handling Objects Sunoh Kim Kimin Yun Jongyoul Park J. Choi 51 38 0 21 Jan 2019
Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition Sijie Yan Yuanjun Xiong Dahua Lin GNN 248 4,189 0 23 Jan 2018
The Kinetics Human Action Video Dataset W. Kay João Carreira Karen Simonyan Brian Zhang Chloe Hillier ... Tim Green T. Back Apostol Natsev Mustafa Suleyman Andrew Zisserman 270 3,817 0 19 May 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 682 29,183 0 09 Sep 2016
Hierarchical Deep Temporal Models for Group Activity Recognition Mostafa S. Ibrahim S. Muralidharan Zhiwei Deng Arash Vahdat Greg Mori 113 447 0 09 Jul 2016
Learning Deep Features for Discriminative Localization Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba SSL SSeg FAtt 253 9,342 0 14 Dec 2015
Joint Inference of Groups, Events and Human Roles in Aerial Videos Tianmin Shu Dan Xie B. Rothrock S. Todorovic Song-Chun Zhu 91 173 0 22 May 2015
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 437 43,875 0 01 May 2014