Actor-Transformers for Group Activity Recognition

Computer Vision and Pattern Recognition (CVPR), 2020

28 March 2020

Papers citing "Actor-Transformers for Group Activity Recognition"

31 / 81 papers shown

Title
Entry-Flipped Transformer for Inference and Prediction of Participant BehaviorEuropean Conference on Computer Vision (ECCV), 2022 Bo Hu Tat-Jen Cham 94 10 0 13 Jul 2022
Hunting Group Clues with Transformers for Social Group Activity RecognitionEuropean Conference on Computer Vision (ECCV), 2022 Masato Tamura Rahul Vishwakarma Ravigopal Vennelakanti 98 33 0 12 Jul 2022
Multimodal Learning with Transformers: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Peng Xu Xiatian Zhu David Clifton ViT 412 771 0 13 Jun 2022
A Survey on Video Action Recognition in Sports: Datasets, Methods and ApplicationsIEEE transactions on multimedia (IEEE TMM), 2022 Fei Wu Qingzhong Wang Jian Bian Haoyi Xiong Ning Ding Feixiang Lu Junqing Cheng Dejing Dou AI4TS 175 78 0 02 Jun 2022
Dual-AI: Dual-path Actor Interaction Learning for Group Activity RecognitionComputer Vision and Pattern Recognition (CVPR), 2022 Mingfei Han David Junhao Zhang Yali Wang Rui Yan Weitong Chen Xiaojun Chang Yu Qiao 117 65 0 05 Apr 2022
Detector-Free Weakly Supervised Group Activity RecognitionComputer Vision and Pattern Recognition (CVPR), 2022 Dongkeun Kim Jin S. Lee Minsu Cho Suha Kwak ViT 97 53 0 05 Apr 2022
Self-supervised Social Relation Representation for Human Group DetectionEuropean Conference on Computer Vision (ECCV), 2022 Jiacheng Li Ruize Han Haomin Yan Zekun Qian Wei Feng Song Wang 152 10 0 08 Mar 2022
Panoramic Human Activity RecognitionEuropean Conference on Computer Vision (ECCV), 2022 Ruize Han Haomin Yan Jiacheng Li Song Wang Wei Feng Song Wang 114 24 0 08 Mar 2022
Video Transformers: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Javier Selva A. S. Johansen Sergio Escalera Kamal Nasrollahi T. Moeslund Albert Clapés ViT 290 129 0 16 Jan 2022
Video Joint Modelling Based on Hierarchical Transformer for Co-summarizationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Haopeng Li Qiuhong Ke Mingming Gong Zhang Rui ViT 154 37 0 27 Dec 2021
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 115 31 0 11 Dec 2021
Ice hockey player identification via transformers and weakly supervised learning Kanav Vats William J. McNally Pascale Walters David A Clausi John S. Zelek ViT 111 27 0 22 Nov 2021
Rethinking Keypoint Representations: Modeling Keypoints and Poses as Objects for Multi-Person Human Pose Estimation William J. McNally Kanav Vats Alexander Wong J. McPhee 179 78 0 16 Nov 2021
Rendezvous: Attention Mechanisms for the Recognition of Surgical Action Triplets in Endoscopic Videos C. Nwoye Tong Yu Cristians Gonzalez B. Seeliger Pietro Mascagni Didier Mutter J. Marescaux N. Padoy 195 176 0 07 Sep 2021
GroupFormer: Group Activity Recognition with Clustered Spatial-Temporal TransformerIEEE International Conference on Computer Vision (ICCV), 2021 Shuaicheng Li Qianggang Cao Lingbo Liu Kunlin Yang Shinan Liu Jun Hou Shuai Yi ViT 127 130 0 28 Aug 2021
Spatio-Temporal Dynamic Inference Network for Group Activity RecognitionIEEE International Conference on Computer Vision (ICCV), 2021 Hangjie Yuan Dong Ni Mang Wang AI4CE 96 97 0 26 Aug 2021
Social Fabric: Tubelet Compositions for Video Relation Detection Shuo Chen Zenglin Shi Pascal Mettes Cees G. M. Snoek ViT 141 25 0 18 Aug 2021
Pose is all you need: The pose only group activity recognition system (POGARS)Machine Vision and Applications (MVA), 2021 Haritha Thilakarathne Aiden Nibali Zhen He Stuart Morgan 69 31 0 09 Aug 2021
Learning Group Activities from Skeletons without Individual Action LabelsInternational Conference on Pattern Recognition (ICPR), 2021 Fabio Zappardino Tiberio Uricchio Lorenzo Seidenari Marco Bertini 62 15 0 14 May 2021
Actor-centered Representations for Action Localization in Streaming VideosEuropean Conference on Computer Vision (ECCV), 2021 Sathyanarayanan N. Aakur Sudeep Sarkar 146 3 0 29 Apr 2021
Few-Shot Transformation of Common Actions into Time and SpaceComputer Vision and Pattern Recognition (CVPR), 2021 Pengwan Yang Pascal Mettes Cees G. M. Snoek VLM ViT 101 10 0 06 Apr 2021
TubeR: Tubelet Transformer for Video Action DetectionComputer Vision and Pattern Recognition (CVPR), 2021 Jiaojiao Zhao Yanyi Zhang Xinyu Li Hao Chen Shuai Bing ... Yuanjun Xiong Davide Modolo I. Marsic Cees G. M. Snoek Joseph Tighe ViT 199 91 0 02 Apr 2021
Spatiotemporal Transformer for Video-based Person Re-identification Tianyu Zhang Longhui Wei Lingxi Xie Zijie Zhuang Yongfei Zhang Yue Liu Qi Tian ViT 153 36 0 30 Mar 2021
Temporal Context Aggregation Network for Temporal Action Proposal RefinementComputer Vision and Pattern Recognition (CVPR), 2021 Zhiwu Qing Haisheng Su Weihao Gan Dongliang Wang Wei Wu Xiang Wang Yu Qiao Junjie Yan Changxin Gao Nong Sang 164 195 0 24 Mar 2021
Is Space-Time Attention All You Need for Video Understanding?International Conference on Machine Learning (ICML), 2021 Gedas Bertasius Heng Wang Lorenzo Torresani ViT 734 2,484 0 09 Feb 2021
A Survey on Visual TransformerIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Kai Han Yunhe Wang Hanting Chen Xinghao Chen Jianyuan Guo ... Chunjing Xu Yixing Xu Zhaohui Yang Yiman Zhang Dacheng Tao ViT 684 2,828 0 23 Dec 2020
Skeleton-based Relational Reasoning for Group Activity Analysis Mauricio Perez Jun Liu Alex C. Kot 114 46 0 11 Nov 2020
Multi-Label Activity Recognition using Activity-specific Features and Activity CorrelationsComputer Vision and Pattern Recognition (CVPR), 2020 Yanyi Zhang Xinyu Li I. Marsic HAI 105 28 0 16 Sep 2020
Perceiving Humans: from Monocular 3D Localization to Social Distancing Lorenzo Bertoni S. Kreiss Alexandre Alahi 129 36 0 01 Sep 2020
Group Activity Prediction with Sequential Relational Anticipation Model Junwen Chen Wentao Bao Yu Kong 153 18 0 06 Aug 2020
Group Activity Detection from Trajectory and Video Data in Soccer Ryan Sanford Siavash Gorji L. G. Hafemann B. Pourbabaee Mehrsan Javan 85 41 0 21 Apr 2020