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

28 July 2024

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

22 / 22 papers shown

Title
On the Benefits of 3D Pose and Tracking for Human Action Recognition Jathushan Rajasegaran Georgios Pavlakos Angjoo Kanazawa Christoph Feichtenhofer Jitendra Malik 72 34 0 03 Apr 2023
Rethinking Video ViTs: Sparse Video Tubes for Joint Image and Video Learning A. Piergiovanni Weicheng Kuo A. Angelova ViT 59 56 0 06 Dec 2022
Hunting Group Clues with Transformers for Social Group Activity Recognition Masato Tamura Rahul Vishwakarma Ravigopal Vennelakanti 54 23 0 12 Jul 2022
Detector-Free Weakly Supervised Group Activity Recognition Dongkeun Kim Jin S. Lee Minsu Cho Suha Kwak ViT 48 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 39 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 59 579 0 26 Jul 2021
Revisiting Skeleton-based Action Recognition Haodong Duan Yue Zhao Kai-xiang Chen Dahua Lin Bo Dai 3DH 61 494 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 116 519 0 22 Dec 2020
Social Adaptive Module for Weakly-supervised Group Activity Recognition Rui Yan Lingxi Xie Jinhui Tang Xiangbo Shu Qi Tian 55 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 75 830 0 31 Mar 2020
Actor-Transformers for Group Activity Recognition Kirill Gavrilyuk Ryan Sanford Mehrsan Javan Cees G. M. Snoek ViT 46 180 0 28 Mar 2020
Towards Real-Time Multi-Object Tracking Zhongdao Wang Liang Zheng Yixuan Liu Yali Li Shengjin Wang VOT 295 871 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 77 1,282 0 12 May 2019
Learning Actor Relation Graphs for Group Activity Recognition Jianchao Wu Limin Wang Li Wang Jie Guo Gangshan Wu 62 242 0 23 Apr 2019
Convolutional Relational Machine for Group Activity Recognition Sina Mokhtarzadeh Azar Mina Ghadimi Atigh A. Nickabadi Alexandre Alahi BDL 45 106 0 05 Apr 2019
Deep High-Resolution Representation Learning for Human Pose Estimation Ke Sun Bin Xiao Dong Liu Jingdong Wang 3DV 120 4,042 0 25 Feb 2019
Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition Sijie Yan Yuanjun Xiong Dahua Lin GNN 228 4,150 0 23 Jan 2018
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 579 28,999 0 09 Sep 2016
Hierarchical Deep Temporal Models for Group Activity Recognition Mostafa S. Ibrahim S. Muralidharan Zhiwei Deng Arash Vahdat Greg Mori 104 446 0 09 Jul 2016
Learning Deep Features for Discriminative Localization Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba SSL SSeg FAtt 229 9,298 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 78 173 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 373 43,524 0 01 May 2014