Hierarchical Deep Temporal Models for Group Activity Recognition

9 July 2016

Papers citing "Hierarchical Deep Temporal Models for Group Activity Recognition"

50 / 131 papers shown

Title
Detector-Free Weakly Supervised Group Activity Recognition Dongkeun Kim Jin S. Lee Minsu Cho Suha Kwak ViT 77 44 0 05 Apr 2022
Panoramic Human Activity Recognition Ruize Han Haomin Yan Jiacheng Li Song Wang Wei Feng Song Wang 70 17 0 08 Mar 2022
A Comprehensive Review of Computer Vision in Sports: Open Issues, Future Trends and Research Directions Banoth Thulasya Naik Mohammad Farukh Hashmi N. Bokde 101 95 0 03 Mar 2022
COMPOSER: Compositional Reasoning of Group Activity in Videos with Keypoint-Only Modality Honglu Zhou Asim Kadav Aviv Shamsian Shijie Geng Farley Lai Long Zhao Tingxi Liu Mubbasir Kapadia H. Graf 55 24 0 11 Dec 2021
BEV-Net: Assessing Social Distancing Compliance by Joint People Localization and Geometric Reasoning Zhirui Dai Yue-Ren Jiang Yi Li Bo Liu Antoni B. Chan Nuno Vasconcelos 57 9 0 10 Oct 2021
GroupFormer: Group Activity Recognition with Clustered Spatial-Temporal Transformer Shuaicheng Li Qianggang Cao Lingbo Liu Kunlin Yang Shinan Liu Jun Hou Shuai Yi ViT 99 106 0 28 Aug 2021
Spatio-Temporal Dynamic Inference Network for Group Activity Recognition Hangjie Yuan Dong Ni Mang Wang AI4CE 57 82 0 26 Aug 2021
A Unified Taxonomy and Multimodal Dataset for Events in Invasion Games Henrik Biermann Jonas Theiner Manuel Bassek Dominik Raabe D. Memmert Ralph Ewerth 64 11 0 25 Aug 2021
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
JRDB-Act: A Large-scale Dataset for Spatio-temporal Action, Social Group and Activity Detection Mahsa Ehsanpour F. Saleh Silvio Savarese Ian Reid Hamid Rezatofighi 81 44 0 16 Jun 2021
Temporal and Object Quantification Networks Jiayuan Mao Zhezheng Luo Chuang Gan J. Tenenbaum Jiajun Wu L. Kaelbling T. Ullman NAI 63 3 0 10 Jun 2021
Learning Group Activities from Skeletons without Individual Action Labels Fabio Zappardino Tiberio Uricchio Lorenzo Seidenari A. Bimbo 27 13 0 14 May 2021
Actor-centered Representations for Action Localization in Streaming Videos Sathyanarayanan N. Aakur Sudeep Sarkar 54 3 0 29 Apr 2021
Revisiting Skeleton-based Action Recognition Haodong Duan Yue Zhao Kai-xiang Chen Dahua Lin Bo Dai 3DH 102 504 0 28 Apr 2021
Adaptive Appearance Rendering Mengyao Zhai Ruizhi Deng Jiacheng Chen Lei Chen Zhiwei Deng Greg Mori 43 1 0 24 Apr 2021
PHASE: PHysically-grounded Abstract Social Events for Machine Social Perception Aviv Netanyahu Tianmin Shu Boris Katz Andrei Barbu J. Tenenbaum 60 37 0 02 Mar 2021
AGENT: A Benchmark for Core Psychological Reasoning Tianmin Shu Abhishek Bhandwaldar Chuang Gan Kevin A. Smith Shari Liu Dan Gutfreund E. Spelke J. Tenenbaum T. Ullman 124 70 0 24 Feb 2021
Indoor Group Activity Recognition using Multi-Layered HMMs V. Elangovan 15 1 0 23 Jan 2021
Human Interaction Recognition Framework based on Interacting Body Part Attention Dong-Gyu Lee Seong-Whan Lee 82 25 0 22 Jan 2021
Hierarchical Graph-RNNs for Action Detection of Multiple Activities Sovan Biswas Yaser Souri Juergen Gall 122 2 0 21 Jan 2021
Skeleton-based Relational Reasoning for Group Activity Analysis Mauricio Perez Jun Liu Alex C. Kot 82 43 0 11 Nov 2020
Watch-And-Help: A Challenge for Social Perception and Human-AI Collaboration Xavier Puig Tianmin Shu Shuang Li Zilin Wang Yuan-Hong Liao J. Tenenbaum Sanja Fidler Antonio Torralba LM&Ro 159 130 0 19 Oct 2020
A Grid-based Representation for Human Action Recognition Soufiane Lamghari Guillaume-Alexandre Bilodeau Nicolas Saunier 53 3 0 17 Oct 2020
Video Action Understanding Matthew Hutchinson V. Gadepally 115 22 0 13 Oct 2020
Multi-Label Activity Recognition using Activity-specific Features and Activity Correlations Yanyi Zhang Xinyu Li I. Marsic HAI 78 24 0 16 Sep 2020
Group Activity Prediction with Sequential Relational Anticipation Model Junwen Chen Wentao Bao Yu Kong 114 17 0 06 Aug 2020
Unsupervised Cross-Modal Alignment for Multi-Person 3D Pose Estimation Jogendra Nath Kundu Ambareesh Revanur Govind V Waghmare R. Venkatesh R. Venkatesh Babu 3DH 72 18 0 04 Aug 2020
LEMMA: A Multi-view Dataset for Learning Multi-agent Multi-task Activities Baoxiong Jia Yixin Chen Siyuan Huang Yixin Zhu Song-Chun Zhu 42 54 0 31 Jul 2020
Social Adaptive Module for Weakly-supervised Group Activity Recognition Rui Yan Lingxi Xie Jinhui Tang Xiangbo Shu Qi Tian 68 87 0 18 Jul 2020
Fusing Motion Patterns and Key Visual Information for Semantic Event Recognition in Basketball Videos Lifang Wu Zhou Yang Qi Wang Meng Jian Boxuan Zhao Junchi Yan Chang Wen Chen 70 33 0 13 Jul 2020
VRUNet: Multi-Task Learning Model for Intent Prediction of Vulnerable Road Users Adithya Ranga Filippo Giruzzi Jagdish Bhanushali É. Wirbel P. Pérez Tuan-Hung Vu Xavier Perrotton 61 21 0 10 Jul 2020
Joint Learning of Social Groups, Individuals Action and Sub-group Activities in Videos Mahsa Ehsanpour Alireza Abedin F. Saleh Javen Qinfeng Shi Ian Reid Hamid Rezatofighi 111 71 0 06 Jul 2020
Group Activity Detection from Trajectory and Video Data in Soccer Ryan Sanford Siavash Gorji L. G. Hafemann B. Pourbabaee Mehrsan Javan 61 34 0 21 Apr 2020
Real-Time Camera Pose Estimation for Sports Fields Leonardo Citraro Pablo Márquez-Neila S. Savare V. Jayaram Charles Dubout Félix Renaut Andres Hasfura Horesh Ben Shitrit Pascal Fua 87 54 0 31 Mar 2020
Actor-Transformers for Group Activity Recognition Kirill Gavrilyuk Ryan Sanford Mehrsan Javan Cees G. M. Snoek ViT 73 181 0 28 Mar 2020
GraphTCN: Spatio-Temporal Interaction Modeling for Human Trajectory Prediction Chengxin Wang Shaofeng Cai Gary S. H. Tan GNN 103 53 0 16 Mar 2020
Online Guest Detection in a Smart Home using Pervasive Sensors and Probabilistic Reasoning Jennifer Renoux Uwe Köckemann Amy Loutfi 8 3 0 13 Mar 2020
PANDA: A Gigapixel-level Human-centric Video Dataset Xueyan Wang Xiya Zhang Yinheng Zhu Yuchen Guo Xiaoyun Yuan ... Zerun Wang Guiguang Ding D. Brady Qionghai Dai Lu Fang VGen 100 82 0 10 Mar 2020
Spatiotemporal Relationship Reasoning for Pedestrian Intent Prediction Bingbin Liu Ehsan Adeli Zhangjie Cao Kuan-Hui Lee Abhijeet Shenoi Adrien Gaidon Juan Carlos Niebles 119 157 0 20 Feb 2020
BERT for Large-scale Video Segment Classification with Test-time Augmentation Tianqi Liu Qizhan Shao 71 4 0 02 Dec 2019
Interaction Relational Network for Mutual Action Recognition Mauricio Perez Jun Liu Alex C. Kot 79 68 0 11 Oct 2019
Progressive Relation Learning for Group Activity Recognition Guyue Hu Bo Cui Yuan He Shan Yu 90 81 0 08 Aug 2019
Prediction and Description of Near-Future Activities in Video T. Mahmud Mohammad Billah Mahmudul Hasan Amit K. Roy-Chowdhury 77 17 0 02 Aug 2019
Learning Actor Relation Graphs for Group Activity Recognition Jianchao Wu Limin Wang Li Wang Jie Guo Gangshan Wu 74 242 0 23 Apr 2019
Convolutional Relational Machine for Group Activity Recognition Sina Mokhtarzadeh Azar Mina Ghadimi Atigh A. Nickabadi Alexandre Alahi BDL 72 106 0 05 Apr 2019
Ontology Based Global and Collective Motion Patterns for Event Classification in Basketball Videos Lifang Wu Zhou Yang Jiaoyu He Meng Jian Yaowen Xu Dezhong Xu Chang Wen Chen 22 24 0 16 Mar 2019
A Multi-Stream Convolutional Neural Network Framework for Group Activity Recognition Sina Mokhtarzadeh Azar Mina Ghadimi Atigh A. Nickabadi 40 22 0 26 Dec 2018
Multi-Level Sequence GAN for Group Activity Recognition Harshala Gammulle Simon Denman Sridha Sridharan Clinton Fookes GAN 100 26 0 18 Dec 2018
A Structured Model For Action Detection Yubo Zhang P. Tokmakov M. Hebert Cordelia Schmid 118 101 0 09 Dec 2018
Tri-axial Self-Attention for Concurrent Activity Recognition Yanyi Zhang Xinyu Li Kaixiang Huang Yehan Wang Shuhong Chen I. Marsic HAI 27 0 0 06 Dec 2018