Group Activity Recognition in Computer Vision: A Comprehensive Review, Challenges, and Future Perspectives

25 July 2023

Papers citing "Group Activity Recognition in Computer Vision: A Comprehensive Review, Challenges, and Future Perspectives"

22 / 22 papers shown

Title
BEHAVE: Dataset and Method for Tracking Human Object Interactions Bharat Lal Bhatnagar Xianghui Xie Ilya A. Petrov C. Sminchisescu Christian Theobalt Gerard Pons-Moll 74 187 0 14 Apr 2022
Trear: Transformer-based RGB-D Egocentric Action Recognition Xiangyu Li Yonghong Hou Pichao Wang Zhimin Gao Mingliang Xu Wanqing Li ViT 198 87 0 05 Jan 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
Actor-Transformers for Group Activity Recognition Kirill Gavrilyuk Ryan Sanford Mehrsan Javan Cees G. M. Snoek ViT 46 180 0 28 Mar 2020
G-TAD: Sub-Graph Localization for Temporal Action Detection Mengmeng Xu Chen Zhao D. Rojas Ali K. Thabet Guohao Li 108 435 0 26 Nov 2019
A Short Note on the Kinetics-700 Human Action Dataset João Carreira Eric Noland Chloe Hillier Andrew Zisserman 70 450 0 15 Jul 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 47 106 0 05 Apr 2019
SlowFast Networks for Video Recognition Christoph Feichtenhofer Haoqi Fan Jitendra Malik Kaiming He 162 3,262 0 10 Dec 2018
3D Human Pose Estimation with Relational Networks Sungheon Park Nojun Kwak 3DH 57 31 0 23 May 2018
Real-world Anomaly Detection in Surveillance Videos Waqas Sultani Chen Chen M. Shah AI4TS 166 1,477 0 12 Jan 2018
A Survey of Recent Advances in CNN-based Single Image Crowd Counting and Density Estimation Vishwanath A. Sindagi Vishal M. Patel 71 541 0 05 Jul 2017
A simple neural network module for relational reasoning Adam Santoro David Raposo David Barrett Mateusz Malinowski Razvan Pascanu Peter W. Battaglia Timothy Lillicrap GNN NAI 166 1,613 0 05 Jun 2017
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset João Carreira Andrew Zisserman 219 7,989 0 22 May 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 587 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
Crowded Scene Analysis: A Survey Teng Li Huan Chang Meng Wang Bingbing Ni Richang Hong Shuicheng Yan 3DV 62 465 0 06 Feb 2015
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 416 43,589 0 17 Sep 2014
Cross-view Action Modeling, Learning and Recognition Jiang Wang Xiaohan Nie Yin Xia Ying Nian Wu Song-Chun Zhu 70 528 0 12 May 2014
UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild K. Soomro Amir Zamir M. Shah CLIP VGen 133 6,145 0 03 Dec 2012